| 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 [Malasya] : 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. |
| 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 |
| 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: |
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. |
| 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 II [documento electrónico] / Singh, Satish Kumar, ; Roy, Partha, ; Raman, Balasubramanian, ; Nagabhushan, P., . - 1 ed. . - Singapore [Malasya] : 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.
| 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 |
| 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: |
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. |
| 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
