New Trends in Computational Vision and Bio-inspired Computing / Smys, S. ; Iliyasu, Abdullah M. ; Bestak, Robert ; Shi, Fuqian  

Público ISBD Ningún comentario para este registro. Título : New Trends in Computational Vision and Bio-inspired Computing : Selected works presented at the ICCVBIC 2018, Coimbatore, India Tipo de documento: documento electrónico Autores: Smys, S., ; Iliyasu, Abdullah M., ; Bestak, Robert, ; Shi, Fuqian, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2020 Número de páginas: XXVI, 1726 p. 969 ilustraciones, 670 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-41862-5 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Matemáticas  Procesamiento de la señal  Informática  Inteligencia artificial  Biomatemáticas  Ciencias e Ingeniería Computacional  Procesamiento de señales  voz e imágenes  Aplicaciones matemáticas en informática  Biología Matemática y Computacional Clasificación: 003.3 Resumen: Este volumen reúne contribuciones originales seleccionadas y revisadas por pares presentadas en la Conferencia Internacional sobre Visión Computacional y Computación Bioinspirada (ICCVBIC) que se celebró en Coimbatore, India, del 29 al 30 de noviembre de 2018. Los trabajos incluidos aquí ofrecen una rica y una muestra diversa de desarrollos recientes en los campos de la visión computacional, la visión difusa, el procesamiento de imágenes y la computación bioinspirada. Los temas cubiertos incluyen visión por computadora; criptografía y privacidad digital; aprendizaje automático y redes neuronales artificiales; algoritmos genéticos e inteligencia computacional; el Internet de las cosas; y sistemas biométricos, por nombrar sólo algunos. Las aplicaciones analizadas van desde la seguridad, la atención sanitaria y el control de epidemias hasta la informática urbana, la agricultura y la robótica. En este libro, investigadores, estudiantes de posgrado y profesionales encontrarán soluciones innovadoras a problemas del mundo real en la industria y la sociedad en su conjunto, junto con inspiraciones para futuras investigaciones. Nota de contenido: Chapter 1: Image Encryption based on 3 Dimensional Multi Linear (3D-MLT) Chaotic Transformation -- Chapter 2: A Computer Vision Based Approach for Object Recognition in Smart Buildings -- Chapter 3: A Cascade Color Image Retrieval Framework for Image Retrieval -- Chapter 4: Enhanced Geographical Information System Architecture for Geospatial Data -- Chapter 5: IoT Based Power Management and Condition Monitoring in Microgrid -- Chapter 6: A Comparative performance study of cloud resource scheduling techniques -- Chapter 7: Image Context Based Similarity Retrieval System -- Chapter 8: Emotions Recognition from Spoken Marathi Speech using LPC and PCA Technique -- Chapter 9: Implementation of Point Of Care system Using Bio-Medical Signal Stegano-graphy -- Chapter 10: Privacy assurance with content based access protocol to secure cloud storage -- Chapter 11: Leaf Recognition using Artificial Neural Network -- Chapter 12: Data Security in Cloud Using RSA and GNFS Algorithms - An Integrated Approach -- Chapter 13: Machine Learning Supported Statistical Analysis of IoT Enabled Physical Location Monitoring Data -- Chapter 14: A Genetic Algorithm based System with Different Crossover Operators for Solving the Course Allocation Problem of Universities -- Chapter 15: Detecting Anomalies in Credit Card Transaction Using Efficient Techniques -- Chapter 16: Secure Data Processing System using Decision Tree Architecture -- Chapter 17: A Novel Framework for Detection of Morphed images using Deep Learning Techniques -- Chapter 18: A Novel Non-invasive Framework for Predicting Bilirubin Levels -- Chapter 19: A Comprehensive Study on the Load Assessment Techniques in Cloud Data Center -- Chapter 20: Multimodal biometric system using Ear and Palm Vein recognition based on GwPeSOA - Multi-SVNN for security applications -- Chapter 21: E-Agriculture -- Chapter 22: Ultra Wide Band Monopole Antenna Design by Using Split Ring Resonator -- Chapter 23: Green supply chain management of chemical Industrial development for warehouse and its impact on the environment using artificial bee colony algorithm: A Review Articles -- Chapter 24: A Novel Dyno-Quick Reduct Algorithm For Heart Disease Prediction Using Supervised Learning Algorithm -- Chapter 25: Impact of Meltdown and Spectre Threats in Parallel Processing -- Chapter 26: Algorithm For Finding Minimum Dominating Set Using Sticker Based Model In Dna Computing -- Chapter 27: Assistive Technology Evolving as Intelligent System -- Chapter 28: A Bio Potential Sensor Circuit of AFE DesignWith CT Б-І Modulator -- Chapter 29: Image Encryption based on Transformation and Chaotic Substitution -- Chapter 30: An Efficient Geographical Opportunistic Routing Algorithm Using Diffusion and Sparse Approximation Models for Cognitive Radio Ad Hoc Networks -- Chapter 31: Traffic Violation Tracker and Controller -- Chapter 32: PTCWA: Performance Testing of Cloud based Web Applications -- Chapter 33: Analysis of Regularized Echo State Networks on the Impact of Air Pollutants on Human Health -- Chapter 34: Detection of Cancer by Biosensor through Optical Lithography -- Chapter 35: Paradigms in Computer Vision: Biology Based Carbon Domain Postulates Nano Electronic Devices for Generation Next -- Chapter 36: A Secure Authenticated Bio-Cryptosystem Using Face Attribute Based On Fuzzy Extractor -- Chapter 37: Implementation of Scan logic and Pattern generation for RTL Design -- Chapter 38: Optimization Load Balancing Over Imbalance Datacenter Topology -- Chapter 39: Text Attentional Character Detection using Morphological Operations: A Survey -- Chapter 40: IoT Based Environment Monitoring System -- Chapter 41: Design & Development of Algorithms for Detection of Glaucoma Using Water Shed Algorithm -- Chapter 42: A novel development of glaucoma detection technique using the water shed algorithm -- Chapter 43: Solutions of Viral Dynamics in Hepatitis B Virus Infection using HPM -- Chapter 44: A Mathemat±cal Model±ng Of Dengue Fever For The Dynam±cs System Us±ng HAM -- Chapter 45: Vision-based Robot for Boiler Tube Inspection -- Chapter 46: Qualitative Study on Data Mining Algorithms for classification of Mammogram Images -- Chapter 47: Designing a framework for data migration of Odoo ERP PostgreSQL database into NoSQL database -- Chapter 48: Juxtaposition on classifiers in modeling Hepatitis Diagnosis Data -- Chapter 49: Voltage Stabilization By Using Buck Converters In The Integration Of Renewable Energy Into The Grid -- Chapter 50: OCR System For Recognition of Used Printed Com-ponents For Recycling -- Chapter 51: Modern WordNet: An Affective Extension of WordNet -- Chapter 52: Analysis of Computational Intelligence Techniques for Path Planning -- Chapter 53: Techniques for Analysis of the Effectiveness of Yoga through EEG Signals: A Review -- Chapter 54: Multiobjective integrated stochastic and deterministic search method for economic emission dispatch problem -- Chapter 55: Enhanced webpage prediction using Rank based Feedback Process -- Chapter 56: A study on distance based representation of molecules for statistical learning -- Chapter 57: Comparative Analysis of Evolutionary Approaches and computational methods for optimization in Data Clustering -- Chapter 58: Bringing Digital Transformation from a Traditional RDBMS Centric Solution to a Big Data Platform with Azure Data Lake Store -- Chapter 59: Smart Assist For Alzheimer's Patients And Elderly People -- Chapter 60: An Unconstrained Rotation Invariant Approach For Document Skew Estimation And Correction -- Chapter 61: Smart Assistive Shoes For Blind -- Chapter 62: Comparative study on Various techniques involved in designing a Computer Aided Diagnosis (CAD) System for mammogram classification -- Chapter 63: Traffic Flow Prediction Using Regression and Deep Learning Approach -- Chapter 64: A Comparative Study on Assessment of Carotid Artery Using various Techniques -- Chapter 65: Evaluation of Fingerprint Minutiae on Ridge Structure Using Gabor and Closed hull Filters -- Chapter 66: A Perspective View on Sybil Attack Defense Mechanisms in Online Social Networks -- Chapter 67: Minor Finger Knuckle Print Image Enhancement using CLAHE Technique -- Chapter 68: Learning Path Construction Based On Ant Colony Optimization and Genetic Algorithm -- Chapter 69: Pneumonia Detection And Classification Using Chest X-Ray Images With Convolutional Neural Network -- Chapter 70: Juxtaposition on classifiers in modeling Hepatitis Diagnosis Data -- Chapter 71: An Optimized Approach Of Outlier Detection Algorithm for Outlier Attributes on Data Streams -- Chapter 72: Indo Ѐ“ Pak Sign Language Translator Using Kinect -- Chapter 73: Semantic interoperability for a defining Query -- Chapter 74: Gestational Diabetics prediction using Logisitic Regression in R -- Chapter 75: IOT Based Gas Pressure Detection for LPG with real time No SQL Database -- Chapter 76: Hybrid Steerable Pyramid with DWT for Multiple Medi-cal Image Watermarking and Extraction using ICA -- Chapter 77: Dimensional & Spatial Analysis of Ultrasound Imaging through Image Processing - A Review -- Chapter 78: A Review on methods to handle Uncertainty -- Chapter 79: Identity-based Hashing and Light Weight Signature Scheme for IoT -- Chapter 80: Adaptive Particle Swarm Optimization Based Wire-length Minimization for Placement in FPGA -- Chapter 81: Clustering of Various Diseases by Collagen Gene Using the Positional Factor -- Chapter 82: Prediction Of Water Demand For Domestic Purpose Using Multiple Linear Regression -- Chapter 83: Implementation of Regression Analysis using Regression Algorithms for Decision Making In Business Domains -- Chapter 84: Blockchain Based System for Human Organ Transplantation Management -- Chapter 85: Identification of Melanoma using Convolutional Neural Networks for Non Dermoscopic Images -- Chapter 86: Exploitation Of Data Mining To Analyse Realistic Facts From Road Traffic Accident Data -- Chapter 87: A Deep Learning Approach for Segmenting Time-Lapse Phase Contrast Images of NIH 3T3 Fibroblast Cells -- Chapter 88: Flow distribution-aware load balancing for the data centre over cloud services with virtualization -- Chapter 89: Disease severity diagnosis for rice using Fuzzy Verdict Method -- Chapter 90: HELPI VIZ: A Semantic image Annotation and Visualization Platform for Visually Impaired -- Chapter 91: A Survey of Multi - Abnormalities Disease Detection and Classification in WCE -- Chapter 92: D etection of Alzheimer's Disease in Brain MR Images using Hybrid Local Graph Structure -- Chapter 93: A Review on Object Tracking Wireless Sensor Network an Approach For Smart Surveilliance -- Chapter 94: A Mini Review on Electrooculogram Based Rehabilitation Methods Using Bioengineering Technique for Neural Disorder Persons -- Chapter 95: Applications Using Machine LearningAlgorithms for Developing Smart Systems -- Chapter 96: Benchmarking of Digital Forensic Tools -- Chapter 97: An Item Based Collaborative Filtering For Similar Movie Search -- Chapter 98: Identification of Musical Instruments Using MFCC Features -- Chapter 99: An Instance Identification Using Randomized Ring Matching via Score Generation -- Chapter 100: Performance Improvement of Multi-Channel Speech Enhancement using Modi?b￾ed Intelligent Kalman Filtering Algorithm -- Chapter 101: A Collaborative Method for Minimizing Tampering of Image with commuted concept of Frazile Watermarking -- Chapter 102: Interval Type-2 Fuzzy Logic Based Decision Support System for Cardiac Risk Assessment -- Chapter 103: Classification Of Multi-Retinal Disease Based On Retinal Fundus Image Using Convolutional Neural Network -- Chapter 104: Accurate Techniques of Thickness and Volume Measurement of Cartilage from Knee Joint MRI using Semiautomatic Segmentation Methods -- Chapter 105: A Hybrid Approach Using MachineLearning Algorithm For Prediction Of Stock Arcade Price Index -- Chapter 106: Disease severity diagnosis for rice usi. Tipo de medio : Computadora Summary : This volume gathers selected, peer-reviewed original contributions presented at the International Conference on Computational Vision and Bio-inspired Computing (ICCVBIC) conference which was held in Coimbatore, India, on November 29-30, 2018. The works included here offer a rich and diverse sampling of recent developments in the fields of Computational Vision, Fuzzy, Image Processing and Bio-inspired Computing. The topics covered include computer vision; cryptography and digital privacy; machine learning and artificial neural networks; genetic algorithms and computational intelligence; the Internet of Things; and biometric systems, to name but a few. The applications discussed range from security, healthcare and epidemic control to urban computing, agriculture and robotics. In this book, researchers, graduate students and professionals will find innovative solutions to real-world problems in industry and society as a whole, together with inspirations for further research. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] New Trends in Computational Vision and Bio-inspired Computing : Selected works presented at the ICCVBIC 2018, Coimbatore, India [documento electrónico] / Smys, S., ; Iliyasu, Abdullah M., ; Bestak, Robert, ; Shi, Fuqian,  . -  1 ed.  . - [s.l.] : Springer, 2020 . - XXVI, 1726 p. 969 ilustraciones, 670 ilustraciones en color. ISBN : 978-3-030-41862-5 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Matemáticas  Procesamiento de la señal  Informática  Inteligencia artificial  Biomatemáticas  Ciencias e Ingeniería Computacional  Procesamiento de señales  voz e imágenes  Aplicaciones matemáticas en informática  Biología Matemática y Computacional Clasificación: 003.3 Resumen: Este volumen reúne contribuciones originales seleccionadas y revisadas por pares presentadas en la Conferencia Internacional sobre Visión Computacional y Computación Bioinspirada (ICCVBIC) que se celebró en Coimbatore, India, del 29 al 30 de noviembre de 2018. Los trabajos incluidos aquí ofrecen una rica y una muestra diversa de desarrollos recientes en los campos de la visión computacional, la visión difusa, el procesamiento de imágenes y la computación bioinspirada. Los temas cubiertos incluyen visión por computadora; criptografía y privacidad digital; aprendizaje automático y redes neuronales artificiales; algoritmos genéticos e inteligencia computacional; el Internet de las cosas; y sistemas biométricos, por nombrar sólo algunos. Las aplicaciones analizadas van desde la seguridad, la atención sanitaria y el control de epidemias hasta la informática urbana, la agricultura y la robótica. En este libro, investigadores, estudiantes de posgrado y profesionales encontrarán soluciones innovadoras a problemas del mundo real en la industria y la sociedad en su conjunto, junto con inspiraciones para futuras investigaciones. Nota de contenido: Chapter 1: Image Encryption based on 3 Dimensional Multi Linear (3D-MLT) Chaotic Transformation -- Chapter 2: A Computer Vision Based Approach for Object Recognition in Smart Buildings -- Chapter 3: A Cascade Color Image Retrieval Framework for Image Retrieval -- Chapter 4: Enhanced Geographical Information System Architecture for Geospatial Data -- Chapter 5: IoT Based Power Management and Condition Monitoring in Microgrid -- Chapter 6: A Comparative performance study of cloud resource scheduling techniques -- Chapter 7: Image Context Based Similarity Retrieval System -- Chapter 8: Emotions Recognition from Spoken Marathi Speech using LPC and PCA Technique -- Chapter 9: Implementation of Point Of Care system Using Bio-Medical Signal Stegano-graphy -- Chapter 10: Privacy assurance with content based access protocol to secure cloud storage -- Chapter 11: Leaf Recognition using Artificial Neural Network -- Chapter 12: Data Security in Cloud Using RSA and GNFS Algorithms - An Integrated Approach -- Chapter 13: Machine Learning Supported Statistical Analysis of IoT Enabled Physical Location Monitoring Data -- Chapter 14: A Genetic Algorithm based System with Different Crossover Operators for Solving the Course Allocation Problem of Universities -- Chapter 15: Detecting Anomalies in Credit Card Transaction Using Efficient Techniques -- Chapter 16: Secure Data Processing System using Decision Tree Architecture -- Chapter 17: A Novel Framework for Detection of Morphed images using Deep Learning Techniques -- Chapter 18: A Novel Non-invasive Framework for Predicting Bilirubin Levels -- Chapter 19: A Comprehensive Study on the Load Assessment Techniques in Cloud Data Center -- Chapter 20: Multimodal biometric system using Ear and Palm Vein recognition based on GwPeSOA - Multi-SVNN for security applications -- Chapter 21: E-Agriculture -- Chapter 22: Ultra Wide Band Monopole Antenna Design by Using Split Ring Resonator -- Chapter 23: Green supply chain management of chemical Industrial development for warehouse and its impact on the environment using artificial bee colony algorithm: A Review Articles -- Chapter 24: A Novel Dyno-Quick Reduct Algorithm For Heart Disease Prediction Using Supervised Learning Algorithm -- Chapter 25: Impact of Meltdown and Spectre Threats in Parallel Processing -- Chapter 26: Algorithm For Finding Minimum Dominating Set Using Sticker Based Model In Dna Computing -- Chapter 27: Assistive Technology Evolving as Intelligent System -- Chapter 28: A Bio Potential Sensor Circuit of AFE DesignWith CT Б-І Modulator -- Chapter 29: Image Encryption based on Transformation and Chaotic Substitution -- Chapter 30: An Efficient Geographical Opportunistic Routing Algorithm Using Diffusion and Sparse Approximation Models for Cognitive Radio Ad Hoc Networks -- Chapter 31: Traffic Violation Tracker and Controller -- Chapter 32: PTCWA: Performance Testing of Cloud based Web Applications -- Chapter 33: Analysis of Regularized Echo State Networks on the Impact of Air Pollutants on Human Health -- Chapter 34: Detection of Cancer by Biosensor through Optical Lithography -- Chapter 35: Paradigms in Computer Vision: Biology Based Carbon Domain Postulates Nano Electronic Devices for Generation Next -- Chapter 36: A Secure Authenticated Bio-Cryptosystem Using Face Attribute Based On Fuzzy Extractor -- Chapter 37: Implementation of Scan logic and Pattern generation for RTL Design -- Chapter 38: Optimization Load Balancing Over Imbalance Datacenter Topology -- Chapter 39: Text Attentional Character Detection using Morphological Operations: A Survey -- Chapter 40: IoT Based Environment Monitoring System -- Chapter 41: Design & Development of Algorithms for Detection of Glaucoma Using Water Shed Algorithm -- Chapter 42: A novel development of glaucoma detection technique using the water shed algorithm -- Chapter 43: Solutions of Viral Dynamics in Hepatitis B Virus Infection using HPM -- Chapter 44: A Mathemat±cal Model±ng Of Dengue Fever For The Dynam±cs System Us±ng HAM -- Chapter 45: Vision-based Robot for Boiler Tube Inspection -- Chapter 46: Qualitative Study on Data Mining Algorithms for classification of Mammogram Images -- Chapter 47: Designing a framework for data migration of Odoo ERP PostgreSQL database into NoSQL database -- Chapter 48: Juxtaposition on classifiers in modeling Hepatitis Diagnosis Data -- Chapter 49: Voltage Stabilization By Using Buck Converters In The Integration Of Renewable Energy Into The Grid -- Chapter 50: OCR System For Recognition of Used Printed Com-ponents For Recycling -- Chapter 51: Modern WordNet: An Affective Extension of WordNet -- Chapter 52: Analysis of Computational Intelligence Techniques for Path Planning -- Chapter 53: Techniques for Analysis of the Effectiveness of Yoga through EEG Signals: A Review -- Chapter 54: Multiobjective integrated stochastic and deterministic search method for economic emission dispatch problem -- Chapter 55: Enhanced webpage prediction using Rank based Feedback Process -- Chapter 56: A study on distance based representation of molecules for statistical learning -- Chapter 57: Comparative Analysis of Evolutionary Approaches and computational methods for optimization in Data Clustering -- Chapter 58: Bringing Digital Transformation from a Traditional RDBMS Centric Solution to a Big Data Platform with Azure Data Lake Store -- Chapter 59: Smart Assist For Alzheimer's Patients And Elderly People -- Chapter 60: An Unconstrained Rotation Invariant Approach For Document Skew Estimation And Correction -- Chapter 61: Smart Assistive Shoes For Blind -- Chapter 62: Comparative study on Various techniques involved in designing a Computer Aided Diagnosis (CAD) System for mammogram classification -- Chapter 63: Traffic Flow Prediction Using Regression and Deep Learning Approach -- Chapter 64: A Comparative Study on Assessment of Carotid Artery Using various Techniques -- Chapter 65: Evaluation of Fingerprint Minutiae on Ridge Structure Using Gabor and Closed hull Filters -- Chapter 66: A Perspective View on Sybil Attack Defense Mechanisms in Online Social Networks -- Chapter 67: Minor Finger Knuckle Print Image Enhancement using CLAHE Technique -- Chapter 68: Learning Path Construction Based On Ant Colony Optimization and Genetic Algorithm -- Chapter 69: Pneumonia Detection And Classification Using Chest X-Ray Images With Convolutional Neural Network -- Chapter 70: Juxtaposition on classifiers in modeling Hepatitis Diagnosis Data -- Chapter 71: An Optimized Approach Of Outlier Detection Algorithm for Outlier Attributes on Data Streams -- Chapter 72: Indo Ѐ“ Pak Sign Language Translator Using Kinect -- Chapter 73: Semantic interoperability for a defining Query -- Chapter 74: Gestational Diabetics prediction using Logisitic Regression in R -- Chapter 75: IOT Based Gas Pressure Detection for LPG with real time No SQL Database -- Chapter 76: Hybrid Steerable Pyramid with DWT for Multiple Medi-cal Image Watermarking and Extraction using ICA -- Chapter 77: Dimensional & Spatial Analysis of Ultrasound Imaging through Image Processing - A Review -- Chapter 78: A Review on methods to handle Uncertainty -- Chapter 79: Identity-based Hashing and Light Weight Signature Scheme for IoT -- Chapter 80: Adaptive Particle Swarm Optimization Based Wire-length Minimization for Placement in FPGA -- Chapter 81: Clustering of Various Diseases by Collagen Gene Using the Positional Factor -- Chapter 82: Prediction Of Water Demand For Domestic Purpose Using Multiple Linear Regression -- Chapter 83: Implementation of Regression Analysis using Regression Algorithms for Decision Making In Business Domains -- Chapter 84: Blockchain Based System for Human Organ Transplantation Management -- Chapter 85: Identification of Melanoma using Convolutional Neural Networks for Non Dermoscopic Images -- Chapter 86: Exploitation Of Data Mining To Analyse Realistic Facts From Road Traffic Accident Data -- Chapter 87: A Deep Learning Approach for Segmenting Time-Lapse Phase Contrast Images of NIH 3T3 Fibroblast Cells -- Chapter 88: Flow distribution-aware load balancing for the data centre over cloud services with virtualization -- Chapter 89: Disease severity diagnosis for rice using Fuzzy Verdict Method -- Chapter 90: HELPI VIZ: A Semantic image Annotation and Visualization Platform for Visually Impaired -- Chapter 91: A Survey of Multi - Abnormalities Disease Detection and Classification in WCE -- Chapter 92: D etection of Alzheimer's Disease in Brain MR Images using Hybrid Local Graph Structure -- Chapter 93: A Review on Object Tracking Wireless Sensor Network an Approach For Smart Surveilliance -- Chapter 94: A Mini Review on Electrooculogram Based Rehabilitation Methods Using Bioengineering Technique for Neural Disorder Persons -- Chapter 95: Applications Using Machine LearningAlgorithms for Developing Smart Systems -- Chapter 96: Benchmarking of Digital Forensic Tools -- Chapter 97: An Item Based Collaborative Filtering For Similar Movie Search -- Chapter 98: Identification of Musical Instruments Using MFCC Features -- Chapter 99: An Instance Identification Using Randomized Ring Matching via Score Generation -- Chapter 100: Performance Improvement of Multi-Channel Speech Enhancement using Modi?b￾ed Intelligent Kalman Filtering Algorithm -- Chapter 101: A Collaborative Method for Minimizing Tampering of Image with commuted concept of Frazile Watermarking -- Chapter 102: Interval Type-2 Fuzzy Logic Based Decision Support System for Cardiac Risk Assessment -- Chapter 103: Classification Of Multi-Retinal Disease Based On Retinal Fundus Image Using Convolutional Neural Network -- Chapter 104: Accurate Techniques of Thickness and Volume Measurement of Cartilage from Knee Joint MRI using Semiautomatic Segmentation Methods -- Chapter 105: A Hybrid Approach Using MachineLearning Algorithm For Prediction Of Stock Arcade Price Index -- Chapter 106: Disease severity diagnosis for rice usi. Tipo de medio : Computadora Summary : This volume gathers selected, peer-reviewed original contributions presented at the International Conference on Computational Vision and Bio-inspired Computing (ICCVBIC) conference which was held in Coimbatore, India, on November 29-30, 2018. The works included here offer a rich and diverse sampling of recent developments in the fields of Computational Vision, Fuzzy, Image Processing and Bio-inspired Computing. The topics covered include computer vision; cryptography and digital privacy; machine learning and artificial neural networks; genetic algorithms and computational intelligence; the Internet of Things; and biometric systems, to name but a few. The applications discussed range from security, healthcare and epidemic control to urban computing, agriculture and robotics. In this book, researchers, graduate students and professionals will find innovative solutions to real-world problems in industry and society as a whole, together with inspirations for further research. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]

Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB) / Pandian, Durai ; Fernando, Xavier ; Baig, Zubair ; Shi, Fuqian  

Público ISBD Ningún comentario para este registro. Título : Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB) Tipo de documento: documento electrónico Autores: Pandian, Durai, ; Fernando, Xavier, ; Baig, Zubair, ; Shi, Fuqian, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2019 Número de páginas: XIX, 1930 p. 1086 ilustraciones, 701 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-00665-5 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Ingeniería Biomédica  Procesamiento de imágenes  Visión por computador  Biotecnología  Ingeniería Biomédica y Bioingeniería  Imágenes por computadora  visión  reconocimiento de patrones y gráficos Clasificación: 610.28 Resumen: Estas son las actas de la Conferencia Internacional sobre ISMAC-CVB, celebrada en Palladam, India, en mayo de 2018. El libro se centra en la investigación para diseñar nuevos paradigmas de análisis y soluciones computacionales para la cuantificación de la información proporcionada por el reconocimiento de objetos, la comprensión de escenas de la visión por computadora. y diferentes algoritmos como redes neuronales convolucionales para permitir a las computadoras reconocer y detectar objetos en imágenes con una precisión sin precedentes e incluso comprender las relaciones entre ellos. Las actas tratan la convergencia de ISMAC en tecnología de visión computacional y bioingeniería e incluyen ideas y técnicas como detección 3D, percepción visual humana, comprensión de escenas, detección y análisis de movimiento humano, visualización y presentación gráfica de datos y una amplia gama de modalidades de sensores en términos de vigilancia, aplicaciones portátiles, automatización del hogar, etc. ISMAC-CVB es un foro para que los principales científicos académicos, investigadores y académicos de la investigación intercambien y compartan sus experiencias y resultados de investigación sobre todos los aspectos de la visión computacional y la bioingeniería. Nota de contenido: Chapter 1. Digital Image Watermarking using Sine Transformation Technique -- Chapter 2. A Review on Protein Structure Classification -- Chapter 3. Motion Detection Algorithm for Surveillance Videos -- Chapter 4. 6D Pose Estimation of 3D Objects in Scenes with Mutual Similarities and Occlusions -- Chapter 5. A Simple and Enhanced Low-Light Image Enhancement Process Using Effective Illumination Mapping Approach -- Chapter 6. Comparison of Particle Swarm Optimization and Weighted Artificial Bee Colony Techniques in Classification of Dementia Using MRI Images -- Chapter 7. Automatic Segmentation of Malaria Affected Erythrocyte in Thin Blood Films -- Chapter 8. Enhanced Portable Customer Experience Using Community Computation in Offline Retail -- Chapter 9. Detection and Recognition Of Vehicle Using Principal Component Analysis -- Chapter 10. Convolution Neural Networks: A Case Study on Brain Tumor Segmentation in Medical Care -- Chapter 11. Vision based algorithm for fire detection in smart buildings -- Chapter 12. Comparative performance analysis of local feature descriptors for biomedical image retrieval -- Chapter 13. Emotion Analysis Through EEG & Peripheral Physiological Signals Using KNN Classifier -- Chapter 14. Detection Of Liver Tumor Using Gradient Vector Flow Algorithm -- Chapter 15. Hyperspectral Image Classification using Semisupervised Random Forest -- Chapter 16. Clustering of various parameters to catalog human bone disorders through soft computing simulation -- Chapter 17. IoT Based Embedded Smart Lock Control using Face Recognition System -- Chapter 18. MediCloud: Cloud-based solution to patient's medical records -- Chapter 19. A Trio Approach Satisfying CIA Triad for Medical Image Security -- Chapter 20. A Novel Hybrid Method for Time Series Forecasting Using Soft Computing Approach -- Chapter 21. Medical Image Classification Using MRI: An Investigation -- Chapter 22. Tumor Detection and Analysis using Improved Fuzzy C-Means Algorithm -- Chapter 23. MediCloud: Cloud-based solution to patient's medical records -- Chapter 24. Enhancement of Optical Coherence Tomography Images: An Iterative Approach Using Various Filters -- Chapter 25. An o -- Chapter 26. the Shelf CNN Features based approach for Vehicle Classication using Acoustics -- Chapter 27. Conjunctival Vasculature liveness detection based on DCT Features -- Chapter 28. Unusual Social Event Detection by Analyzing Call Data Records -- Chapter 29. Long Short Term Memory based Recurrent Neural Network approach for intrusion detection -- Chapter 30. Drunk Driving and Drowsiness Detection Alert System -- Chapter 31. A Survey on Intelligent Face Recognition System -- Chapter 32. Real Time Health Monitoring System Implemented on a Bicycle -- Chapter 33. A Fuzzy Rule based Diagnosis of Parkinson's Disease -- Chapter 34. A Comprehensive Study of Retinal Vessel Classifica-tion Methods in Fundus Images for detection of Hyper-tensive Retinopathy and Cardiovascular diseases -- Chapter 35. Estimation of parameters to model a fabric in a way to identify defects -- Chapter 36. Hybrid Method For Copy-Move Forgery Detection In Digital Images -- Chapter 37. Error Detection Technique For A Median Filter Using Denoising Algorithm -- Chapter 38. Retinal Image Processing and Classification using Convolutional Neural Networks -- Chapter 39. Comparison of Thermography and 3D Mammography Screening and Classification Techniques for Breast Cancer -- Chapter 40. IEFA- A Fuzzy Framework for Image Enrichment -- Chapter 41. Hidden Markov Random Field and Gaussian Mixture Model based Hidden Markov Random Field for Contour Labelling of Exudates in Diabetic Retinopathy-A Comparitive Study -- Chapter 42. AUGEN: An Ocular Support for Visually Impaired Using Deep Learning -- Chapter 43. A Novel Flight Controller Interface for Vision Guided Autonomous Drone -- Chapter 44. Sliding Discrete Fourier Transform for 2D Signal Processing -- Chapter 45. Automated Lung Nodules And Ground Glass Opacity Nodules Detection And Classification From Computed Tomography Images -- Chapter 46. Detection Of Static And Dynamic Abnormal Activities In Crowded Areas Using Hybrid Clustering -- Chapter 47. Gait Recognition using Normal Distance Map and Sparse Multilinear Laplacian Discriminant Analysis -- Chapter 48. A Review – Edge Detection Techniques in Dental Images -- Chapter 49. Detection of Exudates and Removal of Optic Disc in Fundus Images Using Genetic Algorithm -- Chapter 50. Analysis of Feature Ranking Methods on X-ray Images -- Chapter 51. Salient Object Detection for Synthetic Dataset -- Chapter 52. Atherosclerotic Plaque Detection Using Intra-Vascular Ultrasound (IVUS) Images. -- Chapter 53. Correlative Feature Selection for Multimodal Medical Image Fusion through QWT -- Chapter 54. A Two Stage Validation Approach for Early Detection of Proliferative Diabetic Retinopathy in Neovascularization at the Disc by Observing Retinal Vascular Structure -- Chapter 55. Finding Center of Optic Disc from Fundus Images forImage Characterization and Analysis -- Chapter 56. A Robust Method for Image Copy Move Passive Forgery Detection with Enhanced Speed -- Chapter 57. Detection of Objects and Evaluation with The IO Link Using Miniature Laser Sensor -A Review -- Chapter 58. Development of Medical Image Segmentation Algorithms using Deformable Models -- Chapter 59. Feature Extraction and Classification of Epileptic EEG signals using Wavelet transforms and Artificial Neural Networks -- Chapter 60. 3D Printed Surgical Guides in Orthoganthic Surgery- A Pathway to Positive Surgical Outcomes -- Chapter 61. Image-Based Method for Analysis of Root Canal Geometry -- Chapter 62. Analysis of Explicit Parallelism of Image Pre-Processing Algorithms A Case Study -- Chapter 63. A Comprehensive Study on Character Segmentation -- Chapter 64. Framework For Image Forgery Detection And Classification Using Machine Learning -- Chapter 65. EZW, SPIHT and WDR Methods for CT Scan and X-Ray Images Compression Applications -- Chapter66. Human Identification based on Ear Image Contour and it's Properties -- Chapter 67. Defocus Map Based Segmentation of Automotive Vehicles -- Chapter 68. Multi-Insight Monocular Vision System using a Refractive Projection Model -- Chapter 69. Comparative Study and Analysis of Pulse Rate Measurement by Vowel Speech and EVM -- Chapter 70. ONESTOP:A Tool for Performing Generic Operations With Visual Support -- Chapter 71. Performance evaluation of DCT, DWT and SPIHT techniques for Medical Image Compression -- Chapter 72. Structural Health Monitoring –An Integrated Approach for Vibration Analysis with Wireless Sensors to Steel Structure using Image Processing -- Chapter 73. An Improved image pre-processing method for concrete crack detection -- Chapter 74. Grape crop disease classification using transfer learning approach -- Chapter 75. Exploring Image Classification of Thyroid Ultrasound Images using Deep Learning -- Chapter 76. Medical Applications of Additive Manufacturing -- Chapter 77. A Studyon Comparative Analysis of Automated and Semi automated Segmentation Techniques on Knee Osteoarthritis X-Ray Radiographs -- Chapter 78. Plant Disease Detection Based on Region Based Segmentation and KNN Classifier -- Chapter 79. Analyzing e-CALLISTO Images: Sunspot Number, 10.7 cm Flux and Radio Solar Bursts -- Chapter 80. Real Time Input Text Recognition System For The Aid Of Visually Impaired -- Chapter 81. A homogenous prototype design for IED detection using subsurface Ground Penetrating RADAR -- Chapter 82. A study on various Deep Learning Algorithms to diagnose Alzheimer's disease -- Chapter 83. Performance Analysis of Image Enhancement Techniques for Mammogram Images -- Chapter 84. A Study on Preprocessing Techniques for Ultra Sound Images of Carotid Artery -- Chapter 85. Fractional Reaction Diffusion Model for Parkinson's Disease -- Chapter 86. Analysis Of A Novel Algorithm For Steganography Using Openexr Image As Cover -- Chapter 87. Prediction-based Lossless Image Compression -- Chapter 88. Audio and Video Streaming in Telepresence application using WebRTC for Healthcare System -- Chapter 89. Review on Image Segmentation Techniques Incorporated with Machine Learning in the Scrutinization of Leukemic Microscopic Stained Blood Smear Images -- Chapter 90. Detection of Gaze Direction for Human-Computer Interaction -- Chapter 91. Compromising Cloud Security and Privacy by DOS, DDOS, Botnet Attacks and their countermeasures -- Chapter 92. Road Detection by Boundary Extraction Technique and Hough Transform -- Chapter 93. Investigating the Impact of Various Feature Selection Techniques on the Attributes used in the Diagnosis of Alzheimer's Disease -- Chapter 94. Detection Of Sleep Apnea Based On Hrv Analysis Of Ecg Signal -- Chapter 95. Performance Comparison of SVM Classifier based on Kernel Functions in Colposcopic image Segmentation for Cervical Cancer -- Chapter 96. GPU based Denoising Filter for Knee MRI -- Chapter 97. Performance Evaluation of Audio Watermarking Algorithms using DWT and LFSR -- Chapter 98. Biometric Image Encryption Algorithm Based on Modified Rubik's Cube Principle -- Chapter 99. A Comprehensive Study on Character Segmentation -- Chapter 100. Leaf Disease Detection Based On Machine Learning -- Chapter 101. Cross Domain Recommendation System using Ontology and Sequential Pattern Mining -- Chapter 102. A New Automated Medicine Prescription System for Plant Diseases -- Chapter 103. Identifying the risk factors for Diabetic Retinopathy using Decision Tree -- Chapter 104. Logarithmic Transform based Digital Watermarking Scheme -- Chapter 105. A comparative assessment of segmentations on skin lesion through various entropy and six sigma thresholds -- Chapter 106. Impact of Speckle Filtering on the Decomposition and Classification of Fully Polarimetric RADARSAT-2 Data -- Chapter 107. Estimation of Precipitation from the Doppler Weather Radar Images -- Chapter . Tipo de medio : Computadora Summary : These are the proceedings of the International Conference on ISMAC-CVB, held in Palladam, India, in May 2018. The book focuses on research to design new analysis paradigms and computational solutions for quantification of information provided by object recognition, scene understanding of computer vision and different algorithms like convolutional neural networks to allow computers to recognize and detect objects in images with unprecedented accuracy and to even understand the relationships between them. The proceedings treat the convergence of ISMAC in Computational Vision and Bioengineering technology and includes ideas and techniques like 3D sensing, human visual perception, scene understanding, human motion detection and analysis, visualization and graphical data presentation and a very wide range of sensor modalities in terms of surveillance, wearable applications, home automation etc. ISMAC-CVB is a forum for leading academic scientists, researchers and research scholars to exchange and share their experiences and research results about all aspects of computational vision and bioengineering. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB) [documento electrónico] / Pandian, Durai, ; Fernando, Xavier, ; Baig, Zubair, ; Shi, Fuqian,  . -  1 ed.  . - [s.l.] : Springer, 2019 . - XIX, 1930 p. 1086 ilustraciones, 701 ilustraciones en color. ISBN : 978-3-030-00665-5 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Ingeniería Biomédica  Procesamiento de imágenes  Visión por computador  Biotecnología  Ingeniería Biomédica y Bioingeniería  Imágenes por computadora  visión  reconocimiento de patrones y gráficos Clasificación: 610.28 Resumen: Estas son las actas de la Conferencia Internacional sobre ISMAC-CVB, celebrada en Palladam, India, en mayo de 2018. El libro se centra en la investigación para diseñar nuevos paradigmas de análisis y soluciones computacionales para la cuantificación de la información proporcionada por el reconocimiento de objetos, la comprensión de escenas de la visión por computadora. y diferentes algoritmos como redes neuronales convolucionales para permitir a las computadoras reconocer y detectar objetos en imágenes con una precisión sin precedentes e incluso comprender las relaciones entre ellos. Las actas tratan la convergencia de ISMAC en tecnología de visión computacional y bioingeniería e incluyen ideas y técnicas como detección 3D, percepción visual humana, comprensión de escenas, detección y análisis de movimiento humano, visualización y presentación gráfica de datos y una amplia gama de modalidades de sensores en términos de vigilancia, aplicaciones portátiles, automatización del hogar, etc. ISMAC-CVB es un foro para que los principales científicos académicos, investigadores y académicos de la investigación intercambien y compartan sus experiencias y resultados de investigación sobre todos los aspectos de la visión computacional y la bioingeniería. Nota de contenido: Chapter 1. Digital Image Watermarking using Sine Transformation Technique -- Chapter 2. A Review on Protein Structure Classification -- Chapter 3. Motion Detection Algorithm for Surveillance Videos -- Chapter 4. 6D Pose Estimation of 3D Objects in Scenes with Mutual Similarities and Occlusions -- Chapter 5. A Simple and Enhanced Low-Light Image Enhancement Process Using Effective Illumination Mapping Approach -- Chapter 6. Comparison of Particle Swarm Optimization and Weighted Artificial Bee Colony Techniques in Classification of Dementia Using MRI Images -- Chapter 7. Automatic Segmentation of Malaria Affected Erythrocyte in Thin Blood Films -- Chapter 8. Enhanced Portable Customer Experience Using Community Computation in Offline Retail -- Chapter 9. Detection and Recognition Of Vehicle Using Principal Component Analysis -- Chapter 10. Convolution Neural Networks: A Case Study on Brain Tumor Segmentation in Medical Care -- Chapter 11. Vision based algorithm for fire detection in smart buildings -- Chapter 12. Comparative performance analysis of local feature descriptors for biomedical image retrieval -- Chapter 13. Emotion Analysis Through EEG & Peripheral Physiological Signals Using KNN Classifier -- Chapter 14. Detection Of Liver Tumor Using Gradient Vector Flow Algorithm -- Chapter 15. Hyperspectral Image Classification using Semisupervised Random Forest -- Chapter 16. Clustering of various parameters to catalog human bone disorders through soft computing simulation -- Chapter 17. IoT Based Embedded Smart Lock Control using Face Recognition System -- Chapter 18. MediCloud: Cloud-based solution to patient's medical records -- Chapter 19. A Trio Approach Satisfying CIA Triad for Medical Image Security -- Chapter 20. A Novel Hybrid Method for Time Series Forecasting Using Soft Computing Approach -- Chapter 21. Medical Image Classification Using MRI: An Investigation -- Chapter 22. Tumor Detection and Analysis using Improved Fuzzy C-Means Algorithm -- Chapter 23. MediCloud: Cloud-based solution to patient's medical records -- Chapter 24. Enhancement of Optical Coherence Tomography Images: An Iterative Approach Using Various Filters -- Chapter 25. An o -- Chapter 26. the Shelf CNN Features based approach for Vehicle Classication using Acoustics -- Chapter 27. Conjunctival Vasculature liveness detection based on DCT Features -- Chapter 28. Unusual Social Event Detection by Analyzing Call Data Records -- Chapter 29. Long Short Term Memory based Recurrent Neural Network approach for intrusion detection -- Chapter 30. Drunk Driving and Drowsiness Detection Alert System -- Chapter 31. A Survey on Intelligent Face Recognition System -- Chapter 32. Real Time Health Monitoring System Implemented on a Bicycle -- Chapter 33. A Fuzzy Rule based Diagnosis of Parkinson's Disease -- Chapter 34. A Comprehensive Study of Retinal Vessel Classifica-tion Methods in Fundus Images for detection of Hyper-tensive Retinopathy and Cardiovascular diseases -- Chapter 35. Estimation of parameters to model a fabric in a way to identify defects -- Chapter 36. Hybrid Method For Copy-Move Forgery Detection In Digital Images -- Chapter 37. Error Detection Technique For A Median Filter Using Denoising Algorithm -- Chapter 38. Retinal Image Processing and Classification using Convolutional Neural Networks -- Chapter 39. Comparison of Thermography and 3D Mammography Screening and Classification Techniques for Breast Cancer -- Chapter 40. IEFA- A Fuzzy Framework for Image Enrichment -- Chapter 41. Hidden Markov Random Field and Gaussian Mixture Model based Hidden Markov Random Field for Contour Labelling of Exudates in Diabetic Retinopathy-A Comparitive Study -- Chapter 42. AUGEN: An Ocular Support for Visually Impaired Using Deep Learning -- Chapter 43. A Novel Flight Controller Interface for Vision Guided Autonomous Drone -- Chapter 44. Sliding Discrete Fourier Transform for 2D Signal Processing -- Chapter 45. Automated Lung Nodules And Ground Glass Opacity Nodules Detection And Classification From Computed Tomography Images -- Chapter 46. Detection Of Static And Dynamic Abnormal Activities In Crowded Areas Using Hybrid Clustering -- Chapter 47. Gait Recognition using Normal Distance Map and Sparse Multilinear Laplacian Discriminant Analysis -- Chapter 48. A Review – Edge Detection Techniques in Dental Images -- Chapter 49. Detection of Exudates and Removal of Optic Disc in Fundus Images Using Genetic Algorithm -- Chapter 50. Analysis of Feature Ranking Methods on X-ray Images -- Chapter 51. Salient Object Detection for Synthetic Dataset -- Chapter 52. Atherosclerotic Plaque Detection Using Intra-Vascular Ultrasound (IVUS) Images. -- Chapter 53. Correlative Feature Selection for Multimodal Medical Image Fusion through QWT -- Chapter 54. A Two Stage Validation Approach for Early Detection of Proliferative Diabetic Retinopathy in Neovascularization at the Disc by Observing Retinal Vascular Structure -- Chapter 55. Finding Center of Optic Disc from Fundus Images forImage Characterization and Analysis -- Chapter 56. A Robust Method for Image Copy Move Passive Forgery Detection with Enhanced Speed -- Chapter 57. Detection of Objects and Evaluation with The IO Link Using Miniature Laser Sensor -A Review -- Chapter 58. Development of Medical Image Segmentation Algorithms using Deformable Models -- Chapter 59. Feature Extraction and Classification of Epileptic EEG signals using Wavelet transforms and Artificial Neural Networks -- Chapter 60. 3D Printed Surgical Guides in Orthoganthic Surgery- A Pathway to Positive Surgical Outcomes -- Chapter 61. Image-Based Method for Analysis of Root Canal Geometry -- Chapter 62. Analysis of Explicit Parallelism of Image Pre-Processing Algorithms A Case Study -- Chapter 63. A Comprehensive Study on Character Segmentation -- Chapter 64. Framework For Image Forgery Detection And Classification Using Machine Learning -- Chapter 65. EZW, SPIHT and WDR Methods for CT Scan and X-Ray Images Compression Applications -- Chapter66. Human Identification based on Ear Image Contour and it's Properties -- Chapter 67. Defocus Map Based Segmentation of Automotive Vehicles -- Chapter 68. Multi-Insight Monocular Vision System using a Refractive Projection Model -- Chapter 69. Comparative Study and Analysis of Pulse Rate Measurement by Vowel Speech and EVM -- Chapter 70. ONESTOP:A Tool for Performing Generic Operations With Visual Support -- Chapter 71. Performance evaluation of DCT, DWT and SPIHT techniques for Medical Image Compression -- Chapter 72. Structural Health Monitoring –An Integrated Approach for Vibration Analysis with Wireless Sensors to Steel Structure using Image Processing -- Chapter 73. An Improved image pre-processing method for concrete crack detection -- Chapter 74. Grape crop disease classification using transfer learning approach -- Chapter 75. Exploring Image Classification of Thyroid Ultrasound Images using Deep Learning -- Chapter 76. Medical Applications of Additive Manufacturing -- Chapter 77. A Studyon Comparative Analysis of Automated and Semi automated Segmentation Techniques on Knee Osteoarthritis X-Ray Radiographs -- Chapter 78. Plant Disease Detection Based on Region Based Segmentation and KNN Classifier -- Chapter 79. Analyzing e-CALLISTO Images: Sunspot Number, 10.7 cm Flux and Radio Solar Bursts -- Chapter 80. Real Time Input Text Recognition System For The Aid Of Visually Impaired -- Chapter 81. A homogenous prototype design for IED detection using subsurface Ground Penetrating RADAR -- Chapter 82. A study on various Deep Learning Algorithms to diagnose Alzheimer's disease -- Chapter 83. Performance Analysis of Image Enhancement Techniques for Mammogram Images -- Chapter 84. A Study on Preprocessing Techniques for Ultra Sound Images of Carotid Artery -- Chapter 85. Fractional Reaction Diffusion Model for Parkinson's Disease -- Chapter 86. Analysis Of A Novel Algorithm For Steganography Using Openexr Image As Cover -- Chapter 87. Prediction-based Lossless Image Compression -- Chapter 88. Audio and Video Streaming in Telepresence application using WebRTC for Healthcare System -- Chapter 89. Review on Image Segmentation Techniques Incorporated with Machine Learning in the Scrutinization of Leukemic Microscopic Stained Blood Smear Images -- Chapter 90. Detection of Gaze Direction for Human-Computer Interaction -- Chapter 91. Compromising Cloud Security and Privacy by DOS, DDOS, Botnet Attacks and their countermeasures -- Chapter 92. Road Detection by Boundary Extraction Technique and Hough Transform -- Chapter 93. Investigating the Impact of Various Feature Selection Techniques on the Attributes used in the Diagnosis of Alzheimer's Disease -- Chapter 94. Detection Of Sleep Apnea Based On Hrv Analysis Of Ecg Signal -- Chapter 95. Performance Comparison of SVM Classifier based on Kernel Functions in Colposcopic image Segmentation for Cervical Cancer -- Chapter 96. GPU based Denoising Filter for Knee MRI -- Chapter 97. Performance Evaluation of Audio Watermarking Algorithms using DWT and LFSR -- Chapter 98. Biometric Image Encryption Algorithm Based on Modified Rubik's Cube Principle -- Chapter 99. A Comprehensive Study on Character Segmentation -- Chapter 100. Leaf Disease Detection Based On Machine Learning -- Chapter 101. Cross Domain Recommendation System using Ontology and Sequential Pattern Mining -- Chapter 102. A New Automated Medicine Prescription System for Plant Diseases -- Chapter 103. Identifying the risk factors for Diabetic Retinopathy using Decision Tree -- Chapter 104. Logarithmic Transform based Digital Watermarking Scheme -- Chapter 105. A comparative assessment of segmentations on skin lesion through various entropy and six sigma thresholds -- Chapter 106. Impact of Speckle Filtering on the Decomposition and Classification of Fully Polarimetric RADARSAT-2 Data -- Chapter 107. Estimation of Precipitation from the Doppler Weather Radar Images -- Chapter . Tipo de medio : Computadora Summary : These are the proceedings of the International Conference on ISMAC-CVB, held in Palladam, India, in May 2018. The book focuses on research to design new analysis paradigms and computational solutions for quantification of information provided by object recognition, scene understanding of computer vision and different algorithms like convolutional neural networks to allow computers to recognize and detect objects in images with unprecedented accuracy and to even understand the relationships between them. The proceedings treat the convergence of ISMAC in Computational Vision and Bioengineering technology and includes ideas and techniques like 3D sensing, human visual perception, scene understanding, human motion detection and analysis, visualization and graphical data presentation and a very wide range of sensor modalities in terms of surveillance, wearable applications, home automation etc. ISMAC-CVB is a forum for leading academic scientists, researchers and research scholars to exchange and share their experiences and research results about all aspects of computational vision and bioengineering. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]

Sustainable Communication Networks and Application / Karuppusamy, P. ; Perikos, Isidoros ; Shi, Fuqian ; Nguyen, Tu N.  

Público ISBD Ningún comentario para este registro. Título : Sustainable Communication Networks and Application : Proceedings of ICSCN 2020 Tipo de documento: documento electrónico Autores: Karuppusamy, P., ; Perikos, Isidoros, ; Shi, Fuqian, ; Nguyen, Tu N., Mención de edición: 1 ed. Editorial: Singapore [Malasia] : Springer Fecha de publicación: 2021 Número de páginas: XX, 687 p. 368 ilustraciones, 254 ilustraciones en color. ISBN/ISSN/DL: 978-981-1586774-- Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Telecomunicación  Red de computadoras  Red informática  Distribución de energía eléctrica  Ingeniería en Comunicaciones  Redes  Redes de comunicación informática  Seguridad móvil y de red  Redes y redes energéticas Clasificación: 621.382 Telecomunicaciones Resumen: Este libro incluye debates de investigación novedosos y de vanguardia que articulan e informan todos los aspectos de la investigación, incluidos prototipos y aplicaciones teóricos y experimentales que incorporan la sostenibilidad en aplicaciones emergentes. En los últimos años, la sostenibilidad y las tecnologías de la información y la comunicación (TIC) están muy entrelazadas, donde los recursos de sostenibilidad y su gestión han atraído a diversos investigadores, partes interesadas e industriales. Las tecnologías de comunicación energéticamente eficientes han revolucionado las diversas aplicaciones inteligentes, como las ciudades inteligentes, la atención sanitaria, el entretenimiento y los negocios. El libro analiza y articula los desafíos emergentes para reducir significativamente el consumo de energía de los sistemas de comunicación y también explica el desarrollo de una red de comunicación móvil e inalámbrica sostenible y energéticamente eficiente. Incluye los artículos de conferencias mejor seleccionados y de alta calidad en diferentes campos, como Internet de las cosas, computación en la nube, minería de datos, inteligencia artificial, aprendizaje automático, sistemas autónomos, aprendizaje profundo, redes neuronales, fuentes de energía renovables, redes de comunicación inalámbrica sostenibles, QoS, sostenibilidad de la red, y muchas otras áreas relacionadas. Nota de contenido: Chapter 1. A Long Short-Term Memory (LSTM) Model for Business Sentiment Analysis based on Recurrent Neural Network -- Chapter 2. An Automatic Violence Detection Technique Using 3D Convolutional Neural Network -- Chapter 3. An Online E-cash Scheme with Digital Signature Authentication Cryptosystem -- Chapter 4. Smart Electrification of Rural Bangladesh through Smart Grids -- Chapter 5. Dissimilar Disease Detection using Machine Learning Techniques for Variety of Leaves -- Chapter 6. Face Aging through Uniqueness Conserving by cGAN with Separable Convolution -- Chapter 7. Performance Evaluation of Clustering Techniques for Financial Crisis Prediction -- Chapter 8. Abatement of Traffic Noise Pollution on Educational Institute and Visualization by Noise Maps using Computational Software: A Case Study -- Chapter 9. RainRoof: Automated Shared Rainwater Harvesting Prediction -- Chapter 10. A Smart Biometric-based Public Distribution System with Chatbot and Cloud Platform Support -- Chapter 11. Optimization of Job Scheduling with Dynamic Bees Approach -- Chapter 12. Rule Based Part of Speech Tagger for Arabic Question Answering System -- Chapter 13. FPGA Implementation of Turbo Product Codes for Error Correction -- Chapter 14. Design of Retrodirective Arrays using Hybrid Couplers for Autonomous Car -- Chapter 15. Enhanced Analysis of Brain MR Images for Detection of Abnormal Tissues using Deep Learning. Tipo de medio : Computadora Summary : This book includes novel and state-of-the-art research discussions that articulate and report all research aspects, including theoretical and experimental prototypes and applications that incorporate sustainability into emerging applications. In recent years, sustainability and information and communication technologies (ICT) are highly intertwined, where sustainability resources and its management has attracted various researchers, stakeholders, and industrialists. The energy-efficient communication technologies have revolutionized the various smart applications like smart cities, healthcare, entertainment, and business. The book discusses and articulates emerging challenges in significantly reducing the energy consumption of communication systems and also explains development of a sustainable and energy-efficient mobile and wireless communication network. It includes best selected high-quality conference papers in different fields such as internet of things, cloud computing, data mining, artificial intelligence, machine learning, autonomous systems, deep learning, neural networks, renewable energy sources, sustainable wireless communication networks, QoS, network sustainability, and many other related areas. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Sustainable Communication Networks and Application : Proceedings of ICSCN 2020 [documento electrónico] / Karuppusamy, P., ; Perikos, Isidoros, ; Shi, Fuqian, ; Nguyen, Tu N.,  . -  1 ed.  . - Singapore [Malasia] : Springer, 2021 . - XX, 687 p. 368 ilustraciones, 254 ilustraciones en color. ISBN : 978-981-1586774-- Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Telecomunicación  Red de computadoras  Red informática  Distribución de energía eléctrica  Ingeniería en Comunicaciones  Redes  Redes de comunicación informática  Seguridad móvil y de red  Redes y redes energéticas Clasificación: 621.382 Telecomunicaciones Resumen: Este libro incluye debates de investigación novedosos y de vanguardia que articulan e informan todos los aspectos de la investigación, incluidos prototipos y aplicaciones teóricos y experimentales que incorporan la sostenibilidad en aplicaciones emergentes. En los últimos años, la sostenibilidad y las tecnologías de la información y la comunicación (TIC) están muy entrelazadas, donde los recursos de sostenibilidad y su gestión han atraído a diversos investigadores, partes interesadas e industriales. Las tecnologías de comunicación energéticamente eficientes han revolucionado las diversas aplicaciones inteligentes, como las ciudades inteligentes, la atención sanitaria, el entretenimiento y los negocios. El libro analiza y articula los desafíos emergentes para reducir significativamente el consumo de energía de los sistemas de comunicación y también explica el desarrollo de una red de comunicación móvil e inalámbrica sostenible y energéticamente eficiente. Incluye los artículos de conferencias mejor seleccionados y de alta calidad en diferentes campos, como Internet de las cosas, computación en la nube, minería de datos, inteligencia artificial, aprendizaje automático, sistemas autónomos, aprendizaje profundo, redes neuronales, fuentes de energía renovables, redes de comunicación inalámbrica sostenibles, QoS, sostenibilidad de la red, y muchas otras áreas relacionadas. Nota de contenido: Chapter 1. A Long Short-Term Memory (LSTM) Model for Business Sentiment Analysis based on Recurrent Neural Network -- Chapter 2. An Automatic Violence Detection Technique Using 3D Convolutional Neural Network -- Chapter 3. An Online E-cash Scheme with Digital Signature Authentication Cryptosystem -- Chapter 4. Smart Electrification of Rural Bangladesh through Smart Grids -- Chapter 5. Dissimilar Disease Detection using Machine Learning Techniques for Variety of Leaves -- Chapter 6. Face Aging through Uniqueness Conserving by cGAN with Separable Convolution -- Chapter 7. Performance Evaluation of Clustering Techniques for Financial Crisis Prediction -- Chapter 8. Abatement of Traffic Noise Pollution on Educational Institute and Visualization by Noise Maps using Computational Software: A Case Study -- Chapter 9. RainRoof: Automated Shared Rainwater Harvesting Prediction -- Chapter 10. A Smart Biometric-based Public Distribution System with Chatbot and Cloud Platform Support -- Chapter 11. Optimization of Job Scheduling with Dynamic Bees Approach -- Chapter 12. Rule Based Part of Speech Tagger for Arabic Question Answering System -- Chapter 13. FPGA Implementation of Turbo Product Codes for Error Correction -- Chapter 14. Design of Retrodirective Arrays using Hybrid Couplers for Autonomous Car -- Chapter 15. Enhanced Analysis of Brain MR Images for Detection of Abnormal Tissues using Deep Learning. Tipo de medio : Computadora Summary : This book includes novel and state-of-the-art research discussions that articulate and report all research aspects, including theoretical and experimental prototypes and applications that incorporate sustainability into emerging applications. In recent years, sustainability and information and communication technologies (ICT) are highly intertwined, where sustainability resources and its management has attracted various researchers, stakeholders, and industrialists. The energy-efficient communication technologies have revolutionized the various smart applications like smart cities, healthcare, entertainment, and business. The book discusses and articulates emerging challenges in significantly reducing the energy consumption of communication systems and also explains development of a sustainable and energy-efficient mobile and wireless communication network. It includes best selected high-quality conference papers in different fields such as internet of things, cloud computing, data mining, artificial intelligence, machine learning, autonomous systems, deep learning, neural networks, renewable energy sources, sustainable wireless communication networks, QoS, network sustainability, and many other related areas. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]

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