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Autor Nagabhushan, P. |
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Crear una solicitud de compra Refinar búsquedaComputer Vision and Image Processing / Singh, Satish Kumar ; Roy, Partha ; Raman, Balasubramanian ; Nagabhushan, P.
TÃtulo : Computer Vision and Image Processing : 5th International Conference, CVIP 2020, Prayagraj, India, December 4-6, 2020, Revised Selected Papers, Part I Tipo de documento: documento electrónico Autores: Singh, Satish Kumar, ; Roy, Partha, ; Raman, Balasubramanian, ; Nagabhushan, P., Mención de edición: 1 ed. Editorial: Singapore [Malasia] : Springer Fecha de publicación: 2021 Número de páginas: XXII, 517 p. 227 ilustraciones, 169 ilustraciones en color. ISBN/ISSN/DL: 978-981-1610868-- 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: Procesamiento de imágenes Visión por computador Inteligencia artificial Software de la aplicacion Protección de datos Imágenes por computadora visión reconocimiento de patrones y gráficos Aplicaciones informáticas y de sistemas de información Seguridad de datos e información Computadoras y Educación Clasificación: 6 Resumen: Este conjunto de tres volúmenes (CCIS 1376-1378) 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: An Approach for Fraction of Vegetation Cover Estimation in Forest Above-Ground Biomass Assessment Using Sentinel-2 Images -- Dynamic Multimodal Biometric System -- Copy-Move Image Forgery Detection using Spatio-structured SIFT Algorithm -- F-UNet: A Modified U-Net Architecture For Segmentation Of Stroke Lesion -- Radial Cumulative Frequency Distribution: A New Imaging Signature to Detect Chromosomal Arms 1p/19q Co-deletion Status in Glioma -- CT Scan Transformation from a Sharp to a Soft Reconstruction Kernel using Filtering Techniques -- Development of an Automated Monitoring and Warning System for Landslide Prone Sites -- Deep neural network for Pneumonia detection using Chest X-rays -- Handwriting Recognition on Filled-in Forms Using CNN -- A Two Side Histogram Shifting Based Reversible Data Hiding Technique In Encrypted Images -- Security of Digital Images Based on Stream Cipher and MDS Matrix -- Retinal Vessel Segmentation using JointRelative Entropy Thresholding on Bowler Hat Transform -- Semantic segmentation of nuclei from breast histopathological images by incorporating attention in U-Net -- Automated diagnosis of COVID-19 from CT scans based on concatenation of Mobilenetv2 and ResNet50 features -- An Ensemble Method for Efficient Classification of Skin Lesion from Dermoscopy Image -- A Two-Phase Splitting Approach for the Removal of Gaussian-Impulse Noise from Hyperspectral Images -- Enhancement of Deep Learning in Image Classification Performance Using VGG16 with Swish Activation Function for Breast Cancer Detection -- Multi-stream CNN For Face Anti-Spoofing Using Color Space Analysis -- Multi-focus fusion using image matting and geometric mean of DCT-Variance -- Deep learning based lens for mitigating hospital acquired infections -- Edge detection on medical images using intuitionistic fuzzy logic -- Border to border distance based method for detecting Juxta-pleural nodules -- Appearance-invariant Entry-Exit matching using visual soft biometric traits -- A Nonlocal Spatial Coherent Fuzzy C-means Clustering for Bias Field Correction in Brain MR Images -- Securing Biometric Data over Cloud via Shamir's Secret Sharing -- DarkGAN: Night Image Enhancement using Generative Adversarial Networks -- Cancelable Biometric Template Generation using Convolutional Autoencoder -- A Novel method for Cephalometric Landmark Regression using Convolutional Neural Networks and Local Binary Pattern -- Multi-Class Glioma Classification From MRI Images Using 3D Convolutional Neural Networks -- Accounting for Demographic Differentials in Forensic Error Rate Assessment of Latent Prints via Covariate-Specific ROC Regression -- A Semi-supervised Generative Adversarial Network for Retinal Analysis from Fundus images -- A Graph Spectral Approach for Restoring Images Corrupted by Shot-noise -- ECASR: Efficient Channel Attention based Super-Resolution -- Transfer Learning Based COVID-19 Patient Classification -- Automated Scoring of Metaphase Cell Images and Identification of Dicentric Chromosomes -- Clustering of writers and cluster dependent classifier selection for offline signature verification -- Evaluation of Auto-encoder Network with Photoacoustic Signal for Unsupervised Classification of Prostate Cancer -- An efficient approach for Skin Lesion Segmentation using Dermoscopic Images: A Deep Learning Approach -- SigVer – A Deep Learning based Writer Independent Bangla Signature Verification System -- Colorectal Cancer Segmentation using Atrous Convolution and Residual Enhanced UNet -- Deep Learning Based Detection of Rhinoceros Beetle Infestation in Coconut Trees using Drone Imagery -- Crop Classification From UAV-Based Multi-Spectral Images Using Deep Learning -- A novel Face Print Spoof Detection using color scatter measures in HSI space -- FingerPIN: An Authentication Mechanism Integrating Fingerprints and Personal Identification Numbers. Tipo de medio : Computadora Summary : This three-volume set (CCIS 1376-1378) constitutes the refereed proceedings of the 5th International Conference on Computer Vision and Image Processing, CVIP 2020, held in Prayagraj, India, in December 2020. Due to the COVID-19 pandemic the conference was partially held online. The 134 papers papers were carefully reviewed and selected from 352 submissions. The papers present recent research on such topics as biometrics, forensics, content protection, image enhancement/super-resolution/restoration, motion and tracking, image or video retrieval, image, image/video processing for autonomous vehicles, video scene understanding, human-computer interaction, document image analysis, face, iris, emotion, sign language and gesture recognition, 3D image/video processing, action and event detection/recognition, medical image and video analysis, vision-based human GAIT analysis, remote sensing, and more. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Computer Vision and Image Processing : 5th International Conference, CVIP 2020, Prayagraj, India, December 4-6, 2020, Revised Selected Papers, Part I [documento electrónico] / Singh, Satish Kumar, ; Roy, Partha, ; Raman, Balasubramanian, ; Nagabhushan, P., . - 1 ed. . - Singapore [Malasia] : Springer, 2021 . - XXII, 517 p. 227 ilustraciones, 169 ilustraciones en color.
ISBN : 978-981-1610868--
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: Procesamiento de imágenes Visión por computador Inteligencia artificial Software de la aplicacion Protección de datos Imágenes por computadora visión reconocimiento de patrones y gráficos Aplicaciones informáticas y de sistemas de información Seguridad de datos e información Computadoras y Educación Clasificación: 6 Resumen: Este conjunto de tres volúmenes (CCIS 1376-1378) 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: An Approach for Fraction of Vegetation Cover Estimation in Forest Above-Ground Biomass Assessment Using Sentinel-2 Images -- Dynamic Multimodal Biometric System -- Copy-Move Image Forgery Detection using Spatio-structured SIFT Algorithm -- F-UNet: A Modified U-Net Architecture For Segmentation Of Stroke Lesion -- Radial Cumulative Frequency Distribution: A New Imaging Signature to Detect Chromosomal Arms 1p/19q Co-deletion Status in Glioma -- CT Scan Transformation from a Sharp to a Soft Reconstruction Kernel using Filtering Techniques -- Development of an Automated Monitoring and Warning System for Landslide Prone Sites -- Deep neural network for Pneumonia detection using Chest X-rays -- Handwriting Recognition on Filled-in Forms Using CNN -- A Two Side Histogram Shifting Based Reversible Data Hiding Technique In Encrypted Images -- Security of Digital Images Based on Stream Cipher and MDS Matrix -- Retinal Vessel Segmentation using JointRelative Entropy Thresholding on Bowler Hat Transform -- Semantic segmentation of nuclei from breast histopathological images by incorporating attention in U-Net -- Automated diagnosis of COVID-19 from CT scans based on concatenation of Mobilenetv2 and ResNet50 features -- An Ensemble Method for Efficient Classification of Skin Lesion from Dermoscopy Image -- A Two-Phase Splitting Approach for the Removal of Gaussian-Impulse Noise from Hyperspectral Images -- Enhancement of Deep Learning in Image Classification Performance Using VGG16 with Swish Activation Function for Breast Cancer Detection -- Multi-stream CNN For Face Anti-Spoofing Using Color Space Analysis -- Multi-focus fusion using image matting and geometric mean of DCT-Variance -- Deep learning based lens for mitigating hospital acquired infections -- Edge detection on medical images using intuitionistic fuzzy logic -- Border to border distance based method for detecting Juxta-pleural nodules -- Appearance-invariant Entry-Exit matching using visual soft biometric traits -- A Nonlocal Spatial Coherent Fuzzy C-means Clustering for Bias Field Correction in Brain MR Images -- Securing Biometric Data over Cloud via Shamir's Secret Sharing -- DarkGAN: Night Image Enhancement using Generative Adversarial Networks -- Cancelable Biometric Template Generation using Convolutional Autoencoder -- A Novel method for Cephalometric Landmark Regression using Convolutional Neural Networks and Local Binary Pattern -- Multi-Class Glioma Classification From MRI Images Using 3D Convolutional Neural Networks -- Accounting for Demographic Differentials in Forensic Error Rate Assessment of Latent Prints via Covariate-Specific ROC Regression -- A Semi-supervised Generative Adversarial Network for Retinal Analysis from Fundus images -- A Graph Spectral Approach for Restoring Images Corrupted by Shot-noise -- ECASR: Efficient Channel Attention based Super-Resolution -- Transfer Learning Based COVID-19 Patient Classification -- Automated Scoring of Metaphase Cell Images and Identification of Dicentric Chromosomes -- Clustering of writers and cluster dependent classifier selection for offline signature verification -- Evaluation of Auto-encoder Network with Photoacoustic Signal for Unsupervised Classification of Prostate Cancer -- An efficient approach for Skin Lesion Segmentation using Dermoscopic Images: A Deep Learning Approach -- SigVer – A Deep Learning based Writer Independent Bangla Signature Verification System -- Colorectal Cancer Segmentation using Atrous Convolution and Residual Enhanced UNet -- Deep Learning Based Detection of Rhinoceros Beetle Infestation in Coconut Trees using Drone Imagery -- Crop Classification From UAV-Based Multi-Spectral Images Using Deep Learning -- A novel Face Print Spoof Detection using color scatter measures in HSI space -- FingerPIN: An Authentication Mechanism Integrating Fingerprints and Personal Identification Numbers. Tipo de medio : Computadora Summary : This three-volume set (CCIS 1376-1378) constitutes the refereed proceedings of the 5th International Conference on Computer Vision and Image Processing, CVIP 2020, held in Prayagraj, India, in December 2020. Due to the COVID-19 pandemic the conference was partially held online. The 134 papers papers were carefully reviewed and selected from 352 submissions. The papers present recent research on such topics as biometrics, forensics, content protection, image enhancement/super-resolution/restoration, motion and tracking, image or video retrieval, image, image/video processing for autonomous vehicles, video scene understanding, human-computer interaction, document image analysis, face, iris, emotion, sign language and gesture recognition, 3D image/video processing, action and event detection/recognition, medical image and video analysis, vision-based human GAIT analysis, remote sensing, and more. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : Computer Vision and Image Processing : 5th International Conference, CVIP 2020, Prayagraj, India, December 4-6, 2020, Revised Selected Papers, Part II Tipo de documento: documento electrónico Autores: Singh, Satish Kumar, ; Roy, Partha, ; Raman, Balasubramanian, ; Nagabhushan, P., Mención de edición: 1 ed. Editorial: Singapore [Malasia] : Springer Fecha de publicación: 2021 Número de páginas: XIV, 559 p. 284 ilustraciones, 247 ilustraciones en color. ISBN/ISSN/DL: 978-981-1610929-- 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: Procesamiento de imágenes Visión por computador Aprendizaje automático IngenierÃa Informática Red de computadoras Ciencias sociales Imágenes por computadora visión reconocimiento de patrones y gráficos IngenierÃa Informática y Redes Computadoras y Educación Aplicación informática en ciencias sociales y del comportamiento. Clasificación: 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: A Comparative analysis on AI techniques for Grape leaf disease recognition -- Sign language recognition using cluster and chunk-based feature extraction and symbolic representation -- Action Recognition in Haze Using an Efficient Fusion of Spatial and Temporal Features -- Human Action Recognition from 3D Landmark Points of the Performer -- A Combined Wavelet and Variational Mode Decomposition Approach for Denoising Texture Images -- Two-Image Approach to Reflection Removal with Deep Learning -- Visual Question Answering using Deep Learning: A Survey and Performance Analysis -- Image Aesthetic Assessment: A Deep Learning Approach using Class Activation Map -- RingFIR: A large volume earring dataset for fashion image retrieval -- Feature Selection and Feature Manifold for Age Estimation -- Degraded Document Image Binarization using Active Contour Model -- Accelerated Stereo Vision Using Nvidia Jetson and Intel AVX -- A Novel Machine Annotated Balanced Bangla OCR Corpus attention in U-Net -- Generative Adversarial Network for Heritage Image Super Resolution -- Deep Learning Based Image Enhancement and Black Box Filter Parameter Estimation -- Sign Gesture Recognition from Raw Skeleton Information in 3D Using Deep Learning -- Dual Gradient Feature Pair Based Face Recognition for Aging and Pose Changes -- Dynamic User Interface Composition -- Lightweight Photo-realistic Style Transfer for Mobile devices -- Deep learning based lens for mitigating hospital acquired infections -- Cricket Stroke Recognition using Hard and Soft Assignment based Bag of Visual Words -- Multi-lingual Indian Text Detector for Mobile Devices -- Facial Occlusion Detection and Reconstruction using GAN -- Ayurvedic Medicinal Plants Identification: A comparative study on feature extraction methods Images -- Domain Knowledge Embedding based Multimodal Intent Analysis in Artificial Intelligence Camera -- Age and Gender Prediction using Deep CNNs and Transfer Learning -- Text Line Segmentation: A FCN based approach -- Precise Recognition of Vision based Multi-Hand Signs using Deep Single Stage Convolutional Neural Network -- Human Gait Abnormality Detection using Low Cost Sensor Technology -- Bengali Place Name Recognition - Comparative Analysis using Different CNN Architectures -- Verification using Single Sample in Adolescence -- Evaluation of Deep Learning Networks for Keratoconus Detection using Corneal Topographic Images -- Deep Facial Emotion Recognition System under Facial Mask Occlusion -- Domain Adaptation based Technique for Image Emotion Recognition using Image Captions -- Gesture recognition in sign language videos by tracking the position and medial representation of the hand shapes -- DeepDoT: Deep framework for detection of tables in document images -- Correcting Low Illumination Images using PSO-based Gamma Correction and Image -- Classifying Method -- An efficient approach for Skin Lesion Segmentation using Dermoscopic Images: A Deep Learning Approach -- DeblurRL: Image Deblurring with Deep Reinforcement Learning -- FGrade: A large volume dataset for grading tomato freshness quality -- Enhancement of Region of Interest from a Single Backlit Image with Multiple Features -- Real-time Sign Language Interpreter on Embedded Platform -- Complex Gradient Function based Descriptor for Iris Biometrics and Action Recognition -- On-Device Language Identification of Text in Images using Diacritic Characters -- A Pre-Processing Assisted Neural Network for Dynamic Bad Pixel Detection in Bayer Images -- Face Recognition Using Sf3CNN With Higher Feature Discrimination -- Recognition of Online Handwritten Bangla and Devanagari Basic Characters: A Transfer Learning Approach -- Image Solution of Stochastic Differential Equation of Diffusion Type Driven by Brownian Motion. Tipo de medio : Computadora Summary : This three-volume set (CCIS 1367-1368) constitutes the refereed proceedings of the 5th International Conference on Computer Vision and Image Processing, CVIP 2020, held in Prayagraj, India, in December 2020. Due to the COVID-19 pandemic the conference was partially held online. The 134 papers papers were carefully reviewed and selected from 352 submissions. The papers present recent research on such topics as biometrics, forensics, content protection, image enhancement/super-resolution/restoration, motion and tracking, image or video retrieval, image, image/video processing for autonomous vehicles, video scene understanding, human-computer interaction, document image analysis, face, iris, emotion, sign language and gesture recognition, 3D image/video processing, action and event detection/recognition, medical image and video analysis, vision-based human GAIT analysis, remote sensing, and more. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Computer Vision and Image Processing : 5th International Conference, CVIP 2020, Prayagraj, India, December 4-6, 2020, Revised Selected Papers, Part II [documento electrónico] / Singh, Satish Kumar, ; Roy, Partha, ; Raman, Balasubramanian, ; Nagabhushan, P., . - 1 ed. . - Singapore [Malasia] : Springer, 2021 . - XIV, 559 p. 284 ilustraciones, 247 ilustraciones en color.
ISBN : 978-981-1610929--
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: Procesamiento de imágenes Visión por computador Aprendizaje automático IngenierÃa Informática Red de computadoras Ciencias sociales Imágenes por computadora visión reconocimiento de patrones y gráficos IngenierÃa Informática y Redes Computadoras y Educación Aplicación informática en ciencias sociales y del comportamiento. Clasificación: 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: A Comparative analysis on AI techniques for Grape leaf disease recognition -- Sign language recognition using cluster and chunk-based feature extraction and symbolic representation -- Action Recognition in Haze Using an Efficient Fusion of Spatial and Temporal Features -- Human Action Recognition from 3D Landmark Points of the Performer -- A Combined Wavelet and Variational Mode Decomposition Approach for Denoising Texture Images -- Two-Image Approach to Reflection Removal with Deep Learning -- Visual Question Answering using Deep Learning: A Survey and Performance Analysis -- Image Aesthetic Assessment: A Deep Learning Approach using Class Activation Map -- RingFIR: A large volume earring dataset for fashion image retrieval -- Feature Selection and Feature Manifold for Age Estimation -- Degraded Document Image Binarization using Active Contour Model -- Accelerated Stereo Vision Using Nvidia Jetson and Intel AVX -- A Novel Machine Annotated Balanced Bangla OCR Corpus attention in U-Net -- Generative Adversarial Network for Heritage Image Super Resolution -- Deep Learning Based Image Enhancement and Black Box Filter Parameter Estimation -- Sign Gesture Recognition from Raw Skeleton Information in 3D Using Deep Learning -- Dual Gradient Feature Pair Based Face Recognition for Aging and Pose Changes -- Dynamic User Interface Composition -- Lightweight Photo-realistic Style Transfer for Mobile devices -- Deep learning based lens for mitigating hospital acquired infections -- Cricket Stroke Recognition using Hard and Soft Assignment based Bag of Visual Words -- Multi-lingual Indian Text Detector for Mobile Devices -- Facial Occlusion Detection and Reconstruction using GAN -- Ayurvedic Medicinal Plants Identification: A comparative study on feature extraction methods Images -- Domain Knowledge Embedding based Multimodal Intent Analysis in Artificial Intelligence Camera -- Age and Gender Prediction using Deep CNNs and Transfer Learning -- Text Line Segmentation: A FCN based approach -- Precise Recognition of Vision based Multi-Hand Signs using Deep Single Stage Convolutional Neural Network -- Human Gait Abnormality Detection using Low Cost Sensor Technology -- Bengali Place Name Recognition - Comparative Analysis using Different CNN Architectures -- Verification using Single Sample in Adolescence -- Evaluation of Deep Learning Networks for Keratoconus Detection using Corneal Topographic Images -- Deep Facial Emotion Recognition System under Facial Mask Occlusion -- Domain Adaptation based Technique for Image Emotion Recognition using Image Captions -- Gesture recognition in sign language videos by tracking the position and medial representation of the hand shapes -- DeepDoT: Deep framework for detection of tables in document images -- Correcting Low Illumination Images using PSO-based Gamma Correction and Image -- Classifying Method -- An efficient approach for Skin Lesion Segmentation using Dermoscopic Images: A Deep Learning Approach -- DeblurRL: Image Deblurring with Deep Reinforcement Learning -- FGrade: A large volume dataset for grading tomato freshness quality -- Enhancement of Region of Interest from a Single Backlit Image with Multiple Features -- Real-time Sign Language Interpreter on Embedded Platform -- Complex Gradient Function based Descriptor for Iris Biometrics and Action Recognition -- On-Device Language Identification of Text in Images using Diacritic Characters -- A Pre-Processing Assisted Neural Network for Dynamic Bad Pixel Detection in Bayer Images -- Face Recognition Using Sf3CNN With Higher Feature Discrimination -- Recognition of Online Handwritten Bangla and Devanagari Basic Characters: A Transfer Learning Approach -- Image Solution of Stochastic Differential Equation of Diffusion Type Driven by Brownian Motion. Tipo de medio : Computadora Summary : This three-volume set (CCIS 1367-1368) constitutes the refereed proceedings of the 5th International Conference on Computer Vision and Image Processing, CVIP 2020, held in Prayagraj, India, in December 2020. Due to the COVID-19 pandemic the conference was partially held online. The 134 papers papers were carefully reviewed and selected from 352 submissions. The papers present recent research on such topics as biometrics, forensics, content protection, image enhancement/super-resolution/restoration, motion and tracking, image or video retrieval, image, image/video processing for autonomous vehicles, video scene understanding, human-computer interaction, document image analysis, face, iris, emotion, sign language and gesture recognition, 3D image/video processing, action and event detection/recognition, medical image and video analysis, vision-based human GAIT analysis, remote sensing, and more. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
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 [Malasia] : 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. Idioma : Inglés (eng) 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. Clasificación: 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. Tipo de medio : Computadora Summary : This three-volume set (CCIS 1367-1368) constitutes the refereed proceedings of the 5th International Conference on Computer Vision and Image Processing, CVIP 2020, held in Prayagraj, India, in December 2020. Due to the COVID-19 pandemic the conference was partially held online. The 134 papers papers were carefully reviewed and selected from 352 submissions. The papers present recent research on such topics as biometrics, forensics, content protection, image enhancement/super-resolution/restoration, motion and tracking, image or video retrieval, image, image/video processing for autonomous vehicles, video scene understanding, human-computer interaction, document image analysis, face, iris, emotion, sign language and gesture recognition, 3D image/video processing, action and event detection/recognition, medical image and video analysis, vision-based human GAIT analysis, remote sensing, and more. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] 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 [Malasia] : Springer, 2021 . - XIV, 543 p. 274 ilustraciones, 221 ilustraciones en color.
ISBN : 978-981-1611032--
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Idioma : Inglés (eng)
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. Clasificación: 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. Tipo de medio : Computadora Summary : This three-volume set (CCIS 1367-1368) constitutes the refereed proceedings of the 5th International Conference on Computer Vision and Image Processing, CVIP 2020, held in Prayagraj, India, in December 2020. Due to the COVID-19 pandemic the conference was partially held online. The 134 papers papers were carefully reviewed and selected from 352 submissions. The papers present recent research on such topics as biometrics, forensics, content protection, image enhancement/super-resolution/restoration, motion and tracking, image or video retrieval, image, image/video processing for autonomous vehicles, video scene understanding, human-computer interaction, document image analysis, face, iris, emotion, sign language and gesture recognition, 3D image/video processing, action and event detection/recognition, medical image and video analysis, vision-based human GAIT analysis, remote sensing, and more. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
