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Autor Berretti, Stefano |
Documentos disponibles escritos por este autor (5)
Crear una solicitud de compra Refinar búsquedaIntelligent Systems Technologies and Applications / Thampi, Sabu M. ; Mitra, Sushmita ; Mukhopadhyay, Jayanta ; Li, Kuan-Ching ; James, Alex Pappachen ; Berretti, Stefano
TÃtulo : Intelligent Systems Technologies and Applications Tipo de documento: documento electrónico Autores: Thampi, Sabu M., ; Mitra, Sushmita, ; Mukhopadhyay, Jayanta, ; Li, Kuan-Ching, ; James, Alex Pappachen, ; Berretti, Stefano, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2018 Número de páginas: XXV, 418 p. 199 ilustraciones ISBN/ISSN/DL: 978-3-319-68385-0 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: Inteligencia Computacional Inteligencia artificial Clasificación: 006.3 Resumen: Este libro constituye las actas posteriores a la conferencia, exhaustivamente arbitradas, del tercer Simposio Internacional sobre TecnologÃas y Aplicaciones de Sistemas Inteligentes (ISTA''17), del 13 al 16 de septiembre de 2017, Manipal, Karnataka, India. Todas las presentaciones fueron evaluadas en función de su importancia, novedad y calidad técnica. Esta memoria contiene 34 artÃculos seleccionados para su presentación en el Simposio. Nota de contenido: A Color Image Segmentation Scheme for Extracting Foreground from Images with Unconstrained Lighting Conditions -- Automatic Diagnosis of Breast Cancer Using Thermographic Color Analysis and SVM Classifier -- Enhancement of Dental Digital X-Ray Images Based on the Image Quality -- MRI/CT Image Fusion Using Gabor Texture Features -- Face Recognition in Videos Using Gabor Filters -- Convolutional Neural Networks Based Method for Improving Facial Expression Recognition -- Composition of DCT-SVD Image Watermarking and Advanced Encryption Standard Technique for Still Image -- Performance Analysis of Human Detection and Tracking System in Changing Illumination -- Comparative Analysis of Segmentation Algorithms Using Threshold and K-Mean Clustering -- Semi-Supervised FCM and SVM in Co-Training Framework for the Classification of Hyperspectral Images -- Segmentation of Thermal Images Using Thresholding-Based Methods for Detection of Malignant Tumours -- Recognition of Handwritten Benzene Structure with Support Vector Machine and -- Logistic Regression a Comparative Study -- Image and Pixel Based Scheme for Bleeding Detection in Wireless Capsule Endoscopy Images -- Leaf Recognition Algorithm for Retrieving Medicinal Information -- Camouflaged Target Detection and Tracking Using Thermal Infrared and Visible Spectrum Imaging -- Heuristic Approach for Face Recognition Using Artificial Bee Colony Optimization -- ILTDS: Intelligent Lung Tumor Detection System on CT Images -- Blink Analysis Using Eye Gaze Tracker -- A Survey of Brain MRI Image Segmentation Methods and the Issues Involved -- Scene Understanding in Images. Tipo de medio : Computadora Summary : This book constitutes the thoroughly refereed post-conference proceedings of the third International Symposium on Intelligent Systems Technologies and Applications (ISTA'17), September 13-16, 2017, Manipal, Karnataka, India. All submissions were evaluated on the basis of their significance, novelty, and technical quality. This proceedings contains 34 papers selected for presentation at the Symposium. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Intelligent Systems Technologies and Applications [documento electrónico] / Thampi, Sabu M., ; Mitra, Sushmita, ; Mukhopadhyay, Jayanta, ; Li, Kuan-Ching, ; James, Alex Pappachen, ; Berretti, Stefano, . - 1 ed. . - [s.l.] : Springer, 2018 . - XXV, 418 p. 199 ilustraciones.
ISBN : 978-3-319-68385-0
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: Inteligencia Computacional Inteligencia artificial Clasificación: 006.3 Resumen: Este libro constituye las actas posteriores a la conferencia, exhaustivamente arbitradas, del tercer Simposio Internacional sobre TecnologÃas y Aplicaciones de Sistemas Inteligentes (ISTA''17), del 13 al 16 de septiembre de 2017, Manipal, Karnataka, India. Todas las presentaciones fueron evaluadas en función de su importancia, novedad y calidad técnica. Esta memoria contiene 34 artÃculos seleccionados para su presentación en el Simposio. Nota de contenido: A Color Image Segmentation Scheme for Extracting Foreground from Images with Unconstrained Lighting Conditions -- Automatic Diagnosis of Breast Cancer Using Thermographic Color Analysis and SVM Classifier -- Enhancement of Dental Digital X-Ray Images Based on the Image Quality -- MRI/CT Image Fusion Using Gabor Texture Features -- Face Recognition in Videos Using Gabor Filters -- Convolutional Neural Networks Based Method for Improving Facial Expression Recognition -- Composition of DCT-SVD Image Watermarking and Advanced Encryption Standard Technique for Still Image -- Performance Analysis of Human Detection and Tracking System in Changing Illumination -- Comparative Analysis of Segmentation Algorithms Using Threshold and K-Mean Clustering -- Semi-Supervised FCM and SVM in Co-Training Framework for the Classification of Hyperspectral Images -- Segmentation of Thermal Images Using Thresholding-Based Methods for Detection of Malignant Tumours -- Recognition of Handwritten Benzene Structure with Support Vector Machine and -- Logistic Regression a Comparative Study -- Image and Pixel Based Scheme for Bleeding Detection in Wireless Capsule Endoscopy Images -- Leaf Recognition Algorithm for Retrieving Medicinal Information -- Camouflaged Target Detection and Tracking Using Thermal Infrared and Visible Spectrum Imaging -- Heuristic Approach for Face Recognition Using Artificial Bee Colony Optimization -- ILTDS: Intelligent Lung Tumor Detection System on CT Images -- Blink Analysis Using Eye Gaze Tracker -- A Survey of Brain MRI Image Segmentation Methods and the Issues Involved -- Scene Understanding in Images. Tipo de medio : Computadora Summary : This book constitutes the thoroughly refereed post-conference proceedings of the third International Symposium on Intelligent Systems Technologies and Applications (ISTA'17), September 13-16, 2017, Manipal, Karnataka, India. All submissions were evaluated on the basis of their significance, novelty, and technical quality. This proceedings contains 34 papers selected for presentation at the Symposium. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : Machine Learning and Metaheuristics Algorithms, and Applications : First Symposium, SoMMA 2019, Trivandrum, India, December 18–21, 2019, Revised Selected Papers / Tipo de documento: documento electrónico Autores: Thampi, Sabu M., ; Trajkovic, Ljiljana, ; Li, Kuan-Ching, ; Das, Swagatam, ; Wozniak, Michal, ; Berretti, Stefano, Mención de edición: 1 ed. Editorial: Singapore [Malasia] : Springer Fecha de publicación: 2020 Número de páginas: XII, 265 p. 143 ilustraciones, 99 ilustraciones en color. ISBN/ISSN/DL: 978-981-1543012-- 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: Inteligencia artificial Red de computadoras Software de la aplicacion Redes de comunicación informática Aplicaciones informáticas y de sistemas de información Computadoras y Educación Clasificación: 006.3 Resumen: Este libro constituye las actas arbitradas del Primer Simposio sobre aprendizaje automático y algoritmos y aplicaciones metaheurÃsticas, SoMMA 2019, celebrado en Trivandrum, India, en diciembre de 2019. Los 17 artÃculos completos y 6 artÃculos breves presentados en este volumen fueron revisados ​​y seleccionados minuciosamente. de 53 presentaciones calificadas. Los artÃculos cubren temas como aprendizaje automático, inteligencia artificial, Internet de las cosas, modelado y simulación, metodologÃas informáticas distribuidas, gráficos por ordenador, etc. Nota de contenido: Hybrid Duty Cycle Algorithm for Industrial WSNs Using Machine Learning -- Analyzing Architectures of Reservoir Computing Models Using Particle Swarm Intelligence -- A Cost-Effective Data Node Management Scheme for Hadoop Clusters in Cloud Environment -- Deep Temporal Analysis of Twitter Bots -- Comparison of Metaheuristics for a Vehicle Routing Problem in a Farming Community -- A Brain Computer Interface Based Visual Keyboard System Using SSVEP and Electrooculogram -- Stock Market Prediction Using a Hybrid Model -- An Internet of Things Framework to Forecast Indoor Air Quality Using Machine Learning -- Strategy Inference via Real-time Homeomorphic and Isomorphic Tree Matching of Probabilistic Graphical Models -- CNN and Stacked LSTM Model for Indian Sign Language Recognition -- Air Quality Monitoring and Classification Using Machine Learning -- Facial Emotion Recognition Using Shallow CNN -- Lead Artist Identification from Music Videos Using Auto-Encoders -- Enhanced Differential Evolution-based EEG Channel Selection -- An Efficient Word Embedded Click-Bait Classification of YouTube Titles Using SVM -- NSGA III for CNC End Milling Process Optimization -- Steering Angle Estimation for Self-Driving Car Using Deep Learning -- A Textural Feature Based Cytological Image Classification Using Artificial Neural Network -- Proposing Contextually Relevant Advertisements for Online Videos -- Comparison of Metaheuristics for the Allocation of Resources for an After-School Program in Remote Areas of India -- A C-LSTM with Attention Mechanism for Question Categorization -- QuicklyCook: A User-Friendly Recipe Recommender -- Early Detection of Suicidal Predilection on Instagram Social Networking Service. Tipo de medio : Computadora Summary : This book constitutes the refereed proceedings of the First Symposium on Machine Learning and Metaheuristics Algorithms, and Applications, SoMMA 2019, held in Trivandrum, India, in December 2019. The 17 full papers and 6 short papers presented in this volume were thoroughly reviewed and selected from 53 qualified submissions. The papers cover such topics as machine learning, artificial intelligence, Internet of Things, modeling and simulation, disctibuted computing methodologies, computer graphics, etc. . Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Machine Learning and Metaheuristics Algorithms, and Applications : First Symposium, SoMMA 2019, Trivandrum, India, December 18–21, 2019, Revised Selected Papers / [documento electrónico] / Thampi, Sabu M., ; Trajkovic, Ljiljana, ; Li, Kuan-Ching, ; Das, Swagatam, ; Wozniak, Michal, ; Berretti, Stefano, . - 1 ed. . - Singapore [Malasia] : Springer, 2020 . - XII, 265 p. 143 ilustraciones, 99 ilustraciones en color.
ISBN : 978-981-1543012--
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: Inteligencia artificial Red de computadoras Software de la aplicacion Redes de comunicación informática Aplicaciones informáticas y de sistemas de información Computadoras y Educación Clasificación: 006.3 Resumen: Este libro constituye las actas arbitradas del Primer Simposio sobre aprendizaje automático y algoritmos y aplicaciones metaheurÃsticas, SoMMA 2019, celebrado en Trivandrum, India, en diciembre de 2019. Los 17 artÃculos completos y 6 artÃculos breves presentados en este volumen fueron revisados ​​y seleccionados minuciosamente. de 53 presentaciones calificadas. Los artÃculos cubren temas como aprendizaje automático, inteligencia artificial, Internet de las cosas, modelado y simulación, metodologÃas informáticas distribuidas, gráficos por ordenador, etc. Nota de contenido: Hybrid Duty Cycle Algorithm for Industrial WSNs Using Machine Learning -- Analyzing Architectures of Reservoir Computing Models Using Particle Swarm Intelligence -- A Cost-Effective Data Node Management Scheme for Hadoop Clusters in Cloud Environment -- Deep Temporal Analysis of Twitter Bots -- Comparison of Metaheuristics for a Vehicle Routing Problem in a Farming Community -- A Brain Computer Interface Based Visual Keyboard System Using SSVEP and Electrooculogram -- Stock Market Prediction Using a Hybrid Model -- An Internet of Things Framework to Forecast Indoor Air Quality Using Machine Learning -- Strategy Inference via Real-time Homeomorphic and Isomorphic Tree Matching of Probabilistic Graphical Models -- CNN and Stacked LSTM Model for Indian Sign Language Recognition -- Air Quality Monitoring and Classification Using Machine Learning -- Facial Emotion Recognition Using Shallow CNN -- Lead Artist Identification from Music Videos Using Auto-Encoders -- Enhanced Differential Evolution-based EEG Channel Selection -- An Efficient Word Embedded Click-Bait Classification of YouTube Titles Using SVM -- NSGA III for CNC End Milling Process Optimization -- Steering Angle Estimation for Self-Driving Car Using Deep Learning -- A Textural Feature Based Cytological Image Classification Using Artificial Neural Network -- Proposing Contextually Relevant Advertisements for Online Videos -- Comparison of Metaheuristics for the Allocation of Resources for an After-School Program in Remote Areas of India -- A C-LSTM with Attention Mechanism for Question Categorization -- QuicklyCook: A User-Friendly Recipe Recommender -- Early Detection of Suicidal Predilection on Instagram Social Networking Service. Tipo de medio : Computadora Summary : This book constitutes the refereed proceedings of the First Symposium on Machine Learning and Metaheuristics Algorithms, and Applications, SoMMA 2019, held in Trivandrum, India, in December 2019. The 17 full papers and 6 short papers presented in this volume were thoroughly reviewed and selected from 53 qualified submissions. The papers cover such topics as machine learning, artificial intelligence, Internet of Things, modeling and simulation, disctibuted computing methodologies, computer graphics, etc. . Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : Machine Learning and Metaheuristics Algorithms, and Applications : Second Symposium, SoMMA 2020, Chennai, India, October 14–17, 2020, Revised Selected Papers / Tipo de documento: documento electrónico Autores: Thampi, Sabu M., ; Piramuthu, Selwyn, ; Li, Kuan-Ching, ; Berretti, Stefano, ; Wozniak, Michal, ; Singh, Dhananjay, Mención de edición: 1 ed. Editorial: Singapore [Malasia] : Springer Fecha de publicación: 2021 Número de páginas: X, 247 p. 23 ilustraciones ISBN/ISSN/DL: 978-981-1604195-- 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: Inteligencia artificial Ciencias sociales IngenierÃa Informática Red de computadoras Sistemas informáticos Aplicación informática en ciencias sociales y del comportamiento. Computadoras y Educación IngenierÃa Informática y Redes Implementación de sistema informático Clasificación: 006.3 Resumen: Este libro constituye las actas arbitradas del Segundo Simposio sobre Aprendizaje Automático y Algoritmos MetaheurÃsticos y Aplicaciones, SoMMA 2020, celebrado en Chennai, India, en octubre de 2020. Debido a la pandemia de COVID-19, la conferencia se celebró en lÃnea. Los 12 artÃculos completos y 7 artÃculos breves presentados en este volumen fueron revisados ​​​​a fondo y seleccionados de 40 presentaciones calificadas. Los artÃculos cubren temas como aprendizaje automático, inteligencia artificial, Internet de las cosas, modelado y simulación, metodologÃas de computación distribuida, gráficos de computadora, etc. Nota de contenido: Learning 3DMM Deformation Coefficients for Action Unit Detection -- Smart Security and Surveillance System in Laboratories Using Machine Learning -- Deep Neural Networks with Multi-Class SVM for Recognition of Cross-Spectral Iris Images -- Gaze Fusion-Deep Neural Network Model for Glaucoma Detection -- Emotion Recognition from Facial Expressions Using Siamese Network -- Activity Modeling of Individuals in Domestic Households Using Fuzzy Logic -- Stock Price Prediction Using Machine Learning and LSTM-Based Deep Learning Models -- An Improved Salp Swarm Algorithm Based on Adaptive β-Hill Climbing for Stock Market Prediction -- Data Driven Methods for Finding Pattern Anomalies in Food Safety -- Exam Seating Allocation to Prevent Malpractice Using Genetic Multi-Optimization Algorithm -- Big Data: Does BIG Matter for Your Business? -- Modelling Energy Consumption of Domestic Households via Supervised and Unsupervised Learning: A Case Study -- Machine Learning and Soft Computing Techniques for Combustion System Diagnostics and Monitoring: A Survey -- Traffic Sign Classification Using ODENet -- Analysis of UNSW-NB15 Dataset Using Machine Learning Classifiers -- Concept Drift Detection in Phishing Using Autoencoders -- Detection of Obfuscated Mobile Malware with Machine Learning and Deep Learning Models -- CybSecMLC: A Comparative Analysis on Cyber Security Intrusion Detection Using Machine Learning Classifiers. Tipo de medio : Computadora Summary : This book constitutes the refereed proceedings of the Second Symposium on Machine Learning and Metaheuristics Algorithms, and Applications, SoMMA 2020, held in Chennai, India, in October 2020. Due to the COVID-19 pandemic the conference was held online. The 12 full papers and 7 short papers presented in this volume were thoroughly reviewed and selected from 40 qualified submissions. The papers cover such topics as machine learning, artificial intelligence, Internet of Things, modeling and simulation, disctibuted computing methodologies, computer graphics, etc. . Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Machine Learning and Metaheuristics Algorithms, and Applications : Second Symposium, SoMMA 2020, Chennai, India, October 14–17, 2020, Revised Selected Papers / [documento electrónico] / Thampi, Sabu M., ; Piramuthu, Selwyn, ; Li, Kuan-Ching, ; Berretti, Stefano, ; Wozniak, Michal, ; Singh, Dhananjay, . - 1 ed. . - Singapore [Malasia] : Springer, 2021 . - X, 247 p. 23 ilustraciones.
ISBN : 978-981-1604195--
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: Inteligencia artificial Ciencias sociales IngenierÃa Informática Red de computadoras Sistemas informáticos Aplicación informática en ciencias sociales y del comportamiento. Computadoras y Educación IngenierÃa Informática y Redes Implementación de sistema informático Clasificación: 006.3 Resumen: Este libro constituye las actas arbitradas del Segundo Simposio sobre Aprendizaje Automático y Algoritmos MetaheurÃsticos y Aplicaciones, SoMMA 2020, celebrado en Chennai, India, en octubre de 2020. Debido a la pandemia de COVID-19, la conferencia se celebró en lÃnea. Los 12 artÃculos completos y 7 artÃculos breves presentados en este volumen fueron revisados ​​​​a fondo y seleccionados de 40 presentaciones calificadas. Los artÃculos cubren temas como aprendizaje automático, inteligencia artificial, Internet de las cosas, modelado y simulación, metodologÃas de computación distribuida, gráficos de computadora, etc. Nota de contenido: Learning 3DMM Deformation Coefficients for Action Unit Detection -- Smart Security and Surveillance System in Laboratories Using Machine Learning -- Deep Neural Networks with Multi-Class SVM for Recognition of Cross-Spectral Iris Images -- Gaze Fusion-Deep Neural Network Model for Glaucoma Detection -- Emotion Recognition from Facial Expressions Using Siamese Network -- Activity Modeling of Individuals in Domestic Households Using Fuzzy Logic -- Stock Price Prediction Using Machine Learning and LSTM-Based Deep Learning Models -- An Improved Salp Swarm Algorithm Based on Adaptive β-Hill Climbing for Stock Market Prediction -- Data Driven Methods for Finding Pattern Anomalies in Food Safety -- Exam Seating Allocation to Prevent Malpractice Using Genetic Multi-Optimization Algorithm -- Big Data: Does BIG Matter for Your Business? -- Modelling Energy Consumption of Domestic Households via Supervised and Unsupervised Learning: A Case Study -- Machine Learning and Soft Computing Techniques for Combustion System Diagnostics and Monitoring: A Survey -- Traffic Sign Classification Using ODENet -- Analysis of UNSW-NB15 Dataset Using Machine Learning Classifiers -- Concept Drift Detection in Phishing Using Autoencoders -- Detection of Obfuscated Mobile Malware with Machine Learning and Deep Learning Models -- CybSecMLC: A Comparative Analysis on Cyber Security Intrusion Detection Using Machine Learning Classifiers. Tipo de medio : Computadora Summary : This book constitutes the refereed proceedings of the Second Symposium on Machine Learning and Metaheuristics Algorithms, and Applications, SoMMA 2020, held in Chennai, India, in October 2020. Due to the COVID-19 pandemic the conference was held online. The 12 full papers and 7 short papers presented in this volume were thoroughly reviewed and selected from 40 qualified submissions. The papers cover such topics as machine learning, artificial intelligence, Internet of Things, modeling and simulation, disctibuted computing methodologies, computer graphics, etc. . Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : Smart Multimedia : First International Conference, ICSM 2018, Toulon, France, August 24–26, 2018, Revised Selected Papers / Tipo de documento: documento electrónico Autores: Basu, Anup, ; Berretti, Stefano, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2018 Número de páginas: XIV, 458 p. 190 ilustraciones, 160 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-04375-9 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: Red de computadoras Procesamiento de imágenes Visión por computador Inteligencia artificial Protección de datos Redes de comunicación informática Imágenes por computadora visión reconocimiento de patrones y gráficos Seguridad de datos e información Clasificación: 004.6 Ciencia de los computadores (Interfaces y comunicaciones) Resumen: Este libro constituye las actas de la Primera Conferencia Internacional sobre Multimedia Inteligente, ICSM 2018, que se celebró en Toulon, Francia, en agosto de 2018. Los 39 artÃculos presentados fueron seleccionados entre alrededor de 100 presentaciones y están agrupados en secciones sobre temas sociales, afectivos y cognitivos. análisis, multimedia inteligente centrado en la persona: al servicio de personas con discapacidades para la población en general, hápticos y robots para aplicaciones multimedia inteligentes, RM, 3D, procesamiento de imágenes subacuáticas, procesamiento de señales inteligente y detección inteligente, análisis del comportamiento visual: métodos y aplicaciones, análisis de vÃdeo , aprendizaje, visión de bajo nivel, varios. Nota de contenido: Social, affective and cognition analysis -- person-centered smart multimedia: serving people with disabilities to the general population -- haptic and robots for smart multimedia applications -- MR, 3D, underwater image processing -- smart signal processing meets smart sensing -- visual behavior analysis: methods and applications -- video analysis -- learning -- low-level vision -- miscellaneous. Tipo de medio : Computadora Summary : This book constitutes the proceedings of the First International Conference on Smart Multimedia, ICSM 2018, which was held in Toulon, France, in August 2018. The 39 papers presented were selected from about 100 submissions and are grouped in sections on social, affective and cognition analysis, person-centered smart multimedia: serving people with disabilities to the general population, haptic and robots for smart multimedia applications, MR, 3D, underwater image processing, smart signal processing meets smart sensing, visual behavior analysis: methods and applications, video analysis, learning, low-level vision, miscellaneous. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Smart Multimedia : First International Conference, ICSM 2018, Toulon, France, August 24–26, 2018, Revised Selected Papers / [documento electrónico] / Basu, Anup, ; Berretti, Stefano, . - 1 ed. . - [s.l.] : Springer, 2018 . - XIV, 458 p. 190 ilustraciones, 160 ilustraciones en color.
ISBN : 978-3-030-04375-9
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: Red de computadoras Procesamiento de imágenes Visión por computador Inteligencia artificial Protección de datos Redes de comunicación informática Imágenes por computadora visión reconocimiento de patrones y gráficos Seguridad de datos e información Clasificación: 004.6 Ciencia de los computadores (Interfaces y comunicaciones) Resumen: Este libro constituye las actas de la Primera Conferencia Internacional sobre Multimedia Inteligente, ICSM 2018, que se celebró en Toulon, Francia, en agosto de 2018. Los 39 artÃculos presentados fueron seleccionados entre alrededor de 100 presentaciones y están agrupados en secciones sobre temas sociales, afectivos y cognitivos. análisis, multimedia inteligente centrado en la persona: al servicio de personas con discapacidades para la población en general, hápticos y robots para aplicaciones multimedia inteligentes, RM, 3D, procesamiento de imágenes subacuáticas, procesamiento de señales inteligente y detección inteligente, análisis del comportamiento visual: métodos y aplicaciones, análisis de vÃdeo , aprendizaje, visión de bajo nivel, varios. Nota de contenido: Social, affective and cognition analysis -- person-centered smart multimedia: serving people with disabilities to the general population -- haptic and robots for smart multimedia applications -- MR, 3D, underwater image processing -- smart signal processing meets smart sensing -- visual behavior analysis: methods and applications -- video analysis -- learning -- low-level vision -- miscellaneous. Tipo de medio : Computadora Summary : This book constitutes the proceedings of the First International Conference on Smart Multimedia, ICSM 2018, which was held in Toulon, France, in August 2018. The 39 papers presented were selected from about 100 submissions and are grouped in sections on social, affective and cognition analysis, person-centered smart multimedia: serving people with disabilities to the general population, haptic and robots for smart multimedia applications, MR, 3D, underwater image processing, smart signal processing meets smart sensing, visual behavior analysis: methods and applications, video analysis, learning, low-level vision, miscellaneous. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : Smart Multimedia : Second International Conference, ICSM 2019, San Diego, CA, USA, December 16–18, 2019, Revised Selected Papers / Tipo de documento: documento electrónico Autores: McDaniel, Troy, ; Berretti, Stefano, ; Curcio, Igor D. D., ; Basu, Anup, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2020 Número de páginas: XV, 540 p. 280 ilustraciones, 213 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-54407-2 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: Red de computadoras Procesamiento de imágenes Visión por computador Inteligencia artificial Software de la aplicacion Redes de comunicación informática Imágenes por computadora visión reconocimiento de patrones y gráficos Aplicaciones informáticas y de sistemas de información Clasificación: 004.6 Ciencia de los computadores (Interfaces y comunicaciones) Resumen: Este libro constituye las actas de la Segunda Conferencia Internacional sobre Multimedia Inteligente, ICSM 2019, que se celebró en San Diego, CA, EE. UU., en diciembre de 2019. Los 45 artÃculos presentados fueron seleccionados entre alrededor de 100 presentaciones y están agrupados en secciones sobre malla 3D. y procesamiento de imágenes en profundidad; comprensión de imágenes; misceláneas; multimedia inteligente para una vida inteligente centrada en los ciudadanos; Percepción y aplicaciones 3D; aplicaciones de vÃdeo; multimedia en medicina; háptica y aplicaciones; multimedia inteligente más allá del espectro visible; aprendizaje automático para multimedia; segmentación y procesamiento de imágenes; biometrÃa; procesamiento de imágenes y 3D; y productos domésticos conectados y sociales inteligentes. Nota de contenido: 3D mesh and Depth Image Processing -- Fused Geometry Augmented Images for Analyzing Textured Mesh -- Textureless Object Recognition Using an RGB-D Sensor -- An Ordered Structured Resampling of Mesh Surfaces -- Image Understanding -- Background Subtraction by Difference Clustering -- Semantic Learning for Image Compression (SLIC) -- Background Subtraction Based on Principal Motion for a Freely Moving Camera -- Miscellaneous -- Ontology Based Framework for Tactile Internet Applications -- Potential of Deep Features for Opinion-Unaware, Distortion-Unaware, No-Reference Image Quality Assessment -- Non-Invasive Lactate Threshold Estimation Using Machine Learning -- Smart Multimedia for Citizen-Centered Smart Living -- An Interdisciplinary Framework for Citizen-Centered Smart Cities and Smart Living -- Implementing Robotic Platforms For Therapies Using Qualitative Factors In Mexico -- Foveated Haptic Gaze -- 3D Perception and Applications -- Accurate Kidney Segmentationin CT Scans Using Deep Transfer Learning -- End to End Robust Point-Cloud Alignment Using Unsupervised Deep Learning -- Homography-Based Vehicle Pose Estimation from a Single Image by Using Machine-Learning for Wheel Region and Tire-Road Contact Point Detection -- Video Applications -- Using Participatory Design to Create a User Interface for Analyzing Pivotal Response Treatment Video Probes -- Robot-Assisted Composite Manufacturing Based on Machine Learning Applied to Multi-View Computer Vision -- Tile Priorities in Adaptive 360-Degree Video Streaming -- Improving Temporal Stability in Inverse Tone-Mapped High Dynamic Range Video -- Multimedia in Medicine -- Research on Low-Quality Finger Vein Image Recognition Algorithm -- Assessing the Capability of Deep-Learning Models in Parkinson's Disease Diagnosis -- Remote Photoplethysmography (rPPG) for Contactless Heart Rate Monitoring Using a Single Monochrome and Color Camera -- Haptics and Applications -- A Simulation Platform forEarly Haptic Training in Surgical and Medical Education (Distinguished Presentation) -- Tissue Discrimination through Force-Feedback from Impedance Spectroscopy in Robot-Assisted Surgery -- Evaluation of Human Roughness Perception by Using Tactile MFCC -- Towards a Dual-User Haptic Training System User Feedback Setup -- Smart Multimedia Beyond the Visible Spectrum -- Cascaded Region Proposal Networks for Proposal-Based Tracking -- Low-rank & Sparse Matrix Decomposition and Support Vector Machine for Hyperspectral Anomaly Detection -- Infrared and Visual Image Fusion via Multi-Modal Decomposition and PCNN in Gradient Domain Fusion Measure -- RCA-NET: Image Recovery Network With Channel Attention Group for Image Dehazing -- Machine Learning for Multimedia -- Certain and Consistent Domain Adaptation -- Domain Adaptive Fusion for Adaptive Image Classification -- Human Body Fall Recognition System -- Image Segmentation and Processing -- Race Classification Based Iris Image Segmentation -- Level Sets Driven by Adaptive Hybrid Region-Based Energy for Medical Image Segmentation -- Traffic Image Dehazing Based on Wavelength Related Physical Imaging Model -- Biometrics -- Fingerprint Liveness Detection Based on Fine-Grained Feature Fusion -- Synthetic Aerial Image Generation and Runway Segmentation -- ProDeblurGAN Progressive Growing of GANs for Blind Motion Deblurring in Face Recognition -- 3D and Image Processing -- 3D Object Classiï¬cation Using 2D Perspectives of Point Clouds -- Poisson Surface Reconstruction from LIDAR for Buttress Root Volume Estimation -- Fog Removal of Aerial Image Based on Gamma Correction and Guided Filtering -- Smart Social and Connected Household Products -- 3D Virtual Environments to Support New Product Development: A Mobile Platform Based on an Open Innovation Laboratory Applied in Higher Education -- Simulation Framework for Loads' Management Analysis in Smart Homes and Behavioral Energy Efficiency -- S4 Product Design Framework: A Gamification Strategy based on Type 1 and 2 Fuzzy Logic -- Improving the Attention Span of Elementary School Children in Mexico through a S4 Technology Platform. Tipo de medio : Computadora Summary : This book constitutes the proceedings of the Second International Conference on Smart Multimedia, ICSM 2019, which was held in San Diego, CA, USA, in December 2019. The 45 papers presented were selected from about 100 submissions and are grouped in sections on 3D mesh and depth image processing; image understanding; miscellaneous; smart multimedia for citizen-centered smart living; 3D perception and applications; video applications; multimedia in medicine; haptics and applications; smart multimedia beyond the visible spectrum; machine learning for multimedia; image segmentation and processing; biometrics; 3D and image processing; and smart social and connected household products. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Smart Multimedia : Second International Conference, ICSM 2019, San Diego, CA, USA, December 16–18, 2019, Revised Selected Papers / [documento electrónico] / McDaniel, Troy, ; Berretti, Stefano, ; Curcio, Igor D. D., ; Basu, Anup, . - 1 ed. . - [s.l.] : Springer, 2020 . - XV, 540 p. 280 ilustraciones, 213 ilustraciones en color.
ISBN : 978-3-030-54407-2
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Idioma : Inglés (eng)
Palabras clave: Red de computadoras Procesamiento de imágenes Visión por computador Inteligencia artificial Software de la aplicacion Redes de comunicación informática Imágenes por computadora visión reconocimiento de patrones y gráficos Aplicaciones informáticas y de sistemas de información Clasificación: 004.6 Ciencia de los computadores (Interfaces y comunicaciones) Resumen: Este libro constituye las actas de la Segunda Conferencia Internacional sobre Multimedia Inteligente, ICSM 2019, que se celebró en San Diego, CA, EE. UU., en diciembre de 2019. Los 45 artÃculos presentados fueron seleccionados entre alrededor de 100 presentaciones y están agrupados en secciones sobre malla 3D. y procesamiento de imágenes en profundidad; comprensión de imágenes; misceláneas; multimedia inteligente para una vida inteligente centrada en los ciudadanos; Percepción y aplicaciones 3D; aplicaciones de vÃdeo; multimedia en medicina; háptica y aplicaciones; multimedia inteligente más allá del espectro visible; aprendizaje automático para multimedia; segmentación y procesamiento de imágenes; biometrÃa; procesamiento de imágenes y 3D; y productos domésticos conectados y sociales inteligentes. Nota de contenido: 3D mesh and Depth Image Processing -- Fused Geometry Augmented Images for Analyzing Textured Mesh -- Textureless Object Recognition Using an RGB-D Sensor -- An Ordered Structured Resampling of Mesh Surfaces -- Image Understanding -- Background Subtraction by Difference Clustering -- Semantic Learning for Image Compression (SLIC) -- Background Subtraction Based on Principal Motion for a Freely Moving Camera -- Miscellaneous -- Ontology Based Framework for Tactile Internet Applications -- Potential of Deep Features for Opinion-Unaware, Distortion-Unaware, No-Reference Image Quality Assessment -- Non-Invasive Lactate Threshold Estimation Using Machine Learning -- Smart Multimedia for Citizen-Centered Smart Living -- An Interdisciplinary Framework for Citizen-Centered Smart Cities and Smart Living -- Implementing Robotic Platforms For Therapies Using Qualitative Factors In Mexico -- Foveated Haptic Gaze -- 3D Perception and Applications -- Accurate Kidney Segmentationin CT Scans Using Deep Transfer Learning -- End to End Robust Point-Cloud Alignment Using Unsupervised Deep Learning -- Homography-Based Vehicle Pose Estimation from a Single Image by Using Machine-Learning for Wheel Region and Tire-Road Contact Point Detection -- Video Applications -- Using Participatory Design to Create a User Interface for Analyzing Pivotal Response Treatment Video Probes -- Robot-Assisted Composite Manufacturing Based on Machine Learning Applied to Multi-View Computer Vision -- Tile Priorities in Adaptive 360-Degree Video Streaming -- Improving Temporal Stability in Inverse Tone-Mapped High Dynamic Range Video -- Multimedia in Medicine -- Research on Low-Quality Finger Vein Image Recognition Algorithm -- Assessing the Capability of Deep-Learning Models in Parkinson's Disease Diagnosis -- Remote Photoplethysmography (rPPG) for Contactless Heart Rate Monitoring Using a Single Monochrome and Color Camera -- Haptics and Applications -- A Simulation Platform forEarly Haptic Training in Surgical and Medical Education (Distinguished Presentation) -- Tissue Discrimination through Force-Feedback from Impedance Spectroscopy in Robot-Assisted Surgery -- Evaluation of Human Roughness Perception by Using Tactile MFCC -- Towards a Dual-User Haptic Training System User Feedback Setup -- Smart Multimedia Beyond the Visible Spectrum -- Cascaded Region Proposal Networks for Proposal-Based Tracking -- Low-rank & Sparse Matrix Decomposition and Support Vector Machine for Hyperspectral Anomaly Detection -- Infrared and Visual Image Fusion via Multi-Modal Decomposition and PCNN in Gradient Domain Fusion Measure -- RCA-NET: Image Recovery Network With Channel Attention Group for Image Dehazing -- Machine Learning for Multimedia -- Certain and Consistent Domain Adaptation -- Domain Adaptive Fusion for Adaptive Image Classification -- Human Body Fall Recognition System -- Image Segmentation and Processing -- Race Classification Based Iris Image Segmentation -- Level Sets Driven by Adaptive Hybrid Region-Based Energy for Medical Image Segmentation -- Traffic Image Dehazing Based on Wavelength Related Physical Imaging Model -- Biometrics -- Fingerprint Liveness Detection Based on Fine-Grained Feature Fusion -- Synthetic Aerial Image Generation and Runway Segmentation -- ProDeblurGAN Progressive Growing of GANs for Blind Motion Deblurring in Face Recognition -- 3D and Image Processing -- 3D Object Classiï¬cation Using 2D Perspectives of Point Clouds -- Poisson Surface Reconstruction from LIDAR for Buttress Root Volume Estimation -- Fog Removal of Aerial Image Based on Gamma Correction and Guided Filtering -- Smart Social and Connected Household Products -- 3D Virtual Environments to Support New Product Development: A Mobile Platform Based on an Open Innovation Laboratory Applied in Higher Education -- Simulation Framework for Loads' Management Analysis in Smart Homes and Behavioral Energy Efficiency -- S4 Product Design Framework: A Gamification Strategy based on Type 1 and 2 Fuzzy Logic -- Improving the Attention Span of Elementary School Children in Mexico through a S4 Technology Platform. Tipo de medio : Computadora Summary : This book constitutes the proceedings of the Second International Conference on Smart Multimedia, ICSM 2019, which was held in San Diego, CA, USA, in December 2019. The 45 papers presented were selected from about 100 submissions and are grouped in sections on 3D mesh and depth image processing; image understanding; miscellaneous; smart multimedia for citizen-centered smart living; 3D perception and applications; video applications; multimedia in medicine; haptics and applications; smart multimedia beyond the visible spectrum; machine learning for multimedia; image segmentation and processing; biometrics; 3D and image processing; and smart social and connected household products. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
