| TÃtulo : |
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. |
| Palabras clave: |
IngenierÃa Biomédica Procesamiento de imágenes Visión por computador BiotecnologÃa IngenierÃa Biomédica y BioingenierÃa Imágenes por computadora visión reconocimiento de patrones y gráficos |
| Clasificación: |
|
| 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 tecnologÃa de visión computacional y bioingenierÃa 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 cientÃficos 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 bioingenierÃa. |
| 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 . |
| 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.
| Palabras clave: |
IngenierÃa Biomédica Procesamiento de imágenes Visión por computador BiotecnologÃa IngenierÃa Biomédica y BioingenierÃa Imágenes por computadora visión reconocimiento de patrones y gráficos |
| Clasificación: |
|
| 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 tecnologÃa de visión computacional y bioingenierÃa 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 cientÃficos 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 bioingenierÃa. |
| 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 . |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
|  |
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