| TÃtulo : |
Computer Vision and Image Processing : 5th International Conference, CVIP 2020, Prayagraj, India, December 4-6, 2020, Revised Selected Papers, Part III |
| Tipo de documento: |
documento electrónico |
| Autores: |
Singh, Satish Kumar, ; Roy, Partha, ; Raman, Balasubramanian, ; Nagabhushan, P., |
| Mención de edición: |
1 ed. |
| Editorial: |
Singapore [Malasya] : Springer |
| Fecha de publicación: |
2021 |
| Número de páginas: |
XIV, 543 p. 274 ilustraciones, 221 ilustraciones en color. |
| ISBN/ISSN/DL: |
978-981-1611032-- |
| Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
| Palabras clave: |
Procesamiento de imágenes Visión por computador Inteligencia artificial IngenierÃa Informática Red de computadoras Ordenadores Sistemas informáticos Ciencias sociales Imágenes por computadora visión reconocimiento de patrones y gráficos IngenierÃa Informática y Redes Entornos informáticos Implementación de sistema informático Aplicación informática en ciencias sociales y del comportamiento |
| Ãndice Dewey: |
6 |
| Resumen: |
Este conjunto de tres volúmenes (CCIS 1367-1368) constituye las actas arbitradas de la Quinta Conferencia Internacional sobre Visión por Computador y Procesamiento de Imágenes, CVIP 2020, celebrada en Prayagraj, India, en diciembre de 2020. Debido a la pandemia de COVID-19, la conferencia fue realizado parcialmente en lÃnea. Los 134 artÃculos fueron cuidadosamente revisados ​​y seleccionados entre 352 presentaciones. Los artÃculos presentan investigaciones recientes sobre temas como biometrÃa, ciencia forense, protección de contenido, mejora/superresolución/restauración de imágenes, movimiento y seguimiento, recuperación de imágenes o videos, procesamiento de imágenes/videos para vehÃculos autónomos, comprensión de escenas de video, interacción con computadora, análisis de imágenes de documentos, reconocimiento de rostros, iris, emociones, lenguaje de señas y gestos, procesamiento de imágenes/videos en 3D, detección/reconocimiento de acciones y eventos, análisis de imágenes y videos médicos, análisis de la GAIT humana basada en la visión, teledetección y más . |
| Nota de contenido: |
U-Net-Based Approach for Segmentation of Tables from Scanned Pages -- Air Writing: Tracking and Tracing -- Mars Surface Multi-Decadal Change Detection using ISRO's Mars Color Camera (MCC) and Viking Orbiter Images -- Deep Over and Under Exposed Region Detection -- DeepHDR-GIF: Capturing Motion in High Dynamic Range Scenes -- Camera Based Parking Slot Detection For Autonomous Parking -- Hard-Mining Loss based Convolutional Neural Network for Face Recognition -- Domain Adaptive Egocentric Person Re-identification -- Scene Text recognition in the wild with motion deblurring using deep networks -- Vision based Autonomous Drone Navigation through enclosed spaces -- Deep Learning-based Smart Parking Management System and Business Model -- Design and Implementation of Motion Envelope for a Moving Object using Kinect for Windows -- Software Auto Trigger Recording for Super Slow Motion Videos using Statistical Change Detection -- Using Class Activations to Investigate Semantic Segmentation -- Few Shots Learning: Caricature to Image Recognition using Improved Relation Network -- Recognition of Adavus in Bharatanatyam Dance -- Digital Borders: Design of an Animal Intrusion Detection System based on Deep Learning -- Automatic On-Road Object Detection in LiDAR-Point Cloud Data using Modified VoxelNet Architecture -- On the Performance of Convolutional Neural Networks under High and Low Frequency Information -- A Lightweight Multi-Label Image Classification Model Based on Inception Module -- Computer Vision based Animal Collision Avoidance Framework for Autonomous Vehicles -- L2PF - Learning to Prune Faster -- Efficient Ensemble Sparse Convolutional Neural Networks with Dynamic Batch Size -- Inferring Semantic Object Affordances from Videos -- An Unsupervised Approach for Estimating Depth of Outdoor Scenes from Monocular Image -- Age and Gender Prediction using Deep CNNs and Transfer Learning -- One Shot Learning Based Human Tracking in Multiple Surveillance Cameras -- Fast road sign detection and recognition using colour-based thresholding -- Dimensionality Reduction by Consolidated Sparse Representation and Fisher Criterion with Initialization for Recognition -- Deep Learning and Density Based Clustering Methods for Road Traffic Prediction -- Deep learning based Stabbing Action Detection in ATM Kiosks for intelligent Video Surveillance Applications -- An algorithm for semantic vectorization of video scenes -- Applications to Retrieval and Anomaly detection -- Meta-tracking and Dominant Motion Patterns at the Macroscopic Crowd Level -- Digital Video Encryption by Quasigroup on System on Chip (SoC) -- Detection based Multipath Correlation Filter for Visual Object Tracking -- Graph-based depth estimation in a monocular image using constrained 3D wireframe models -- AE-CNN based Supervised Image Classification -- Ensemble based Graph Convolutional Network for Semi supervised learning -- Regularized Deep Convolutional Generative Adversarial Network -- A Novel Approach for Video Captioning based on Semantic Cross Embedding and Skip-Connection -- Dual Segmentation Technique for Road Extraction on Unstructured Roads for Autonomous Mobile Robots -- Edge based Robust and Secure Perceptual Hashing Framework -- Real-Time Driver Drowsiness Detection Using GRU with CNN Features -- Detection of Concave Points in Closed Object Boundaries Aiming at Separation of Overlapped Objects -- High Performance Ensembled Convolutional Neural Network for Plant Species Recognition. |
| En lÃnea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
Computer Vision and Image Processing : 5th International Conference, CVIP 2020, Prayagraj, India, December 4-6, 2020, Revised Selected Papers, Part III [documento electrónico] / Singh, Satish Kumar, ; Roy, Partha, ; Raman, Balasubramanian, ; Nagabhushan, P., . - 1 ed. . - Singapore [Malasya] : Springer, 2021 . - XIV, 543 p. 274 ilustraciones, 221 ilustraciones en color. ISBN : 978-981-1611032-- Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
| Palabras clave: |
Procesamiento de imágenes Visión por computador Inteligencia artificial IngenierÃa Informática Red de computadoras Ordenadores Sistemas informáticos Ciencias sociales Imágenes por computadora visión reconocimiento de patrones y gráficos IngenierÃa Informática y Redes Entornos informáticos Implementación de sistema informático Aplicación informática en ciencias sociales y del comportamiento |
| Ãndice Dewey: |
6 |
| Resumen: |
Este conjunto de tres volúmenes (CCIS 1367-1368) constituye las actas arbitradas de la Quinta Conferencia Internacional sobre Visión por Computador y Procesamiento de Imágenes, CVIP 2020, celebrada en Prayagraj, India, en diciembre de 2020. Debido a la pandemia de COVID-19, la conferencia fue realizado parcialmente en lÃnea. Los 134 artÃculos fueron cuidadosamente revisados ​​y seleccionados entre 352 presentaciones. Los artÃculos presentan investigaciones recientes sobre temas como biometrÃa, ciencia forense, protección de contenido, mejora/superresolución/restauración de imágenes, movimiento y seguimiento, recuperación de imágenes o videos, procesamiento de imágenes/videos para vehÃculos autónomos, comprensión de escenas de video, interacción con computadora, análisis de imágenes de documentos, reconocimiento de rostros, iris, emociones, lenguaje de señas y gestos, procesamiento de imágenes/videos en 3D, detección/reconocimiento de acciones y eventos, análisis de imágenes y videos médicos, análisis de la GAIT humana basada en la visión, teledetección y más . |
| Nota de contenido: |
U-Net-Based Approach for Segmentation of Tables from Scanned Pages -- Air Writing: Tracking and Tracing -- Mars Surface Multi-Decadal Change Detection using ISRO's Mars Color Camera (MCC) and Viking Orbiter Images -- Deep Over and Under Exposed Region Detection -- DeepHDR-GIF: Capturing Motion in High Dynamic Range Scenes -- Camera Based Parking Slot Detection For Autonomous Parking -- Hard-Mining Loss based Convolutional Neural Network for Face Recognition -- Domain Adaptive Egocentric Person Re-identification -- Scene Text recognition in the wild with motion deblurring using deep networks -- Vision based Autonomous Drone Navigation through enclosed spaces -- Deep Learning-based Smart Parking Management System and Business Model -- Design and Implementation of Motion Envelope for a Moving Object using Kinect for Windows -- Software Auto Trigger Recording for Super Slow Motion Videos using Statistical Change Detection -- Using Class Activations to Investigate Semantic Segmentation -- Few Shots Learning: Caricature to Image Recognition using Improved Relation Network -- Recognition of Adavus in Bharatanatyam Dance -- Digital Borders: Design of an Animal Intrusion Detection System based on Deep Learning -- Automatic On-Road Object Detection in LiDAR-Point Cloud Data using Modified VoxelNet Architecture -- On the Performance of Convolutional Neural Networks under High and Low Frequency Information -- A Lightweight Multi-Label Image Classification Model Based on Inception Module -- Computer Vision based Animal Collision Avoidance Framework for Autonomous Vehicles -- L2PF - Learning to Prune Faster -- Efficient Ensemble Sparse Convolutional Neural Networks with Dynamic Batch Size -- Inferring Semantic Object Affordances from Videos -- An Unsupervised Approach for Estimating Depth of Outdoor Scenes from Monocular Image -- Age and Gender Prediction using Deep CNNs and Transfer Learning -- One Shot Learning Based Human Tracking in Multiple Surveillance Cameras -- Fast road sign detection and recognition using colour-based thresholding -- Dimensionality Reduction by Consolidated Sparse Representation and Fisher Criterion with Initialization for Recognition -- Deep Learning and Density Based Clustering Methods for Road Traffic Prediction -- Deep learning based Stabbing Action Detection in ATM Kiosks for intelligent Video Surveillance Applications -- An algorithm for semantic vectorization of video scenes -- Applications to Retrieval and Anomaly detection -- Meta-tracking and Dominant Motion Patterns at the Macroscopic Crowd Level -- Digital Video Encryption by Quasigroup on System on Chip (SoC) -- Detection based Multipath Correlation Filter for Visual Object Tracking -- Graph-based depth estimation in a monocular image using constrained 3D wireframe models -- AE-CNN based Supervised Image Classification -- Ensemble based Graph Convolutional Network for Semi supervised learning -- Regularized Deep Convolutional Generative Adversarial Network -- A Novel Approach for Video Captioning based on Semantic Cross Embedding and Skip-Connection -- Dual Segmentation Technique for Road Extraction on Unstructured Roads for Autonomous Mobile Robots -- Edge based Robust and Secure Perceptual Hashing Framework -- Real-Time Driver Drowsiness Detection Using GRU with CNN Features -- Detection of Concave Points in Closed Object Boundaries Aiming at Separation of Overlapped Objects -- High Performance Ensembled Convolutional Neural Network for Plant Species Recognition. |
| En lÃnea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
|  |
Computer Vision and Image Processing
