Título :	19th International Conference, CAIP 2021, Virtual Event, September 28–30, 2021, Proceedings, Part II
Tipo de documento:	documento electrónico
Autores:	Tsapatsoulis, Nicolas, ; Panayides, Andreas, ; Theocharides, Theo, ; Lanitis, Andreas, ; Pattichis, Constantinos, ; Vento, Mario,
Mención de edición:	1 ed.
Editorial:	[s.l.] : Springer
Fecha de publicación:	2021
Número de páginas:	XXI, 446 p. 168 ilustraciones, 139 ilustraciones en color.
ISBN/ISSN/DL:	978-3-030-89131-2
Nota general:	Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave:	Visión por computador
Índice Dewey:	006.37 Visión artificial
Resumen:	El conjunto de dos volúmenes LNCS 13052 y 13053 constituye las actas arbitradas de la 19.ª Conferencia Internacional sobre Análisis Informático de Imágenes y Patrones, CAIP 2021, celebrada virtualmente en septiembre de 2021. Los 87 artículos presentados fueron cuidadosamente revisados ​​y seleccionados entre 129 presentaciones. Los artículos están organizados en las siguientes secciones temáticas en los 2 volúmenes: visión 3D, imágenes biomédicas y análisis de patrones; aprendizaje automático; extracciones de características; reconocimiento de objetos; rostro y gesto, concurso de adivinar la edad, biometría, criptografía y seguridad; y segmentación y restauración de imágenes.
Nota de contenido:	Machine Learning -- Deep Learning Based Automated Vickers Hardness Measurement -- ElasticHash: Semantic Image Similarity Search by Deep Hashing with Elasticsearch -- Land Use Change Detection Using Deep Siamese Neural Networks and Weakly Supervised Learning -- AMI-Class: Towards a Fully Automated Multi-view Image Classifier -- How realistic should synthetic images be for training crowd counting models? -- Unsupervised Recognition of the logical structure of Business Documents based on Spatial Relationships -- Feature Extraction -- The method for adaptive material classification and pseudo-coloring of the baggage X-ray images -- Sampling of Non-flat Morphology for Grey Value Images -- A Multi-Scale Line Feature Detection Using Second Order Semi-Gaussian Filters -- Experimental analysis of Appearance Maps as Descriptor Manifolds approximations -- Building Hierarchical Tree Representations Using Homological-Based Tools -- Face verification in practice: The case of Greek artist Leonidas Arniotis -- Object Recognition -- Spatio-temporal object detection from UAV on board cameras -- Automatic Watermeter Reading in Presence of Highly Deformed Digits -- HR-Crime: Human-Related Anomaly Detection in Surveillance Videos -- Sequence-based Recognition of License Plates with Severe Out-of-Distribution Degradations -- Exploiting Spatio-Temporal Coherence for Video Object Detection in Robotics -- Face and Gesture -- A Study of General Data Improvement for Large-Angle Head Pose Estimation -- Knight Tour Patterns: Novel Handcrafted Feature Descriptors for Facial Expression Recognition -- Exploiting visual context to identify people in TV programs -- Foreground-guided Facial Inpainting with Fidelity Preservation -- Talking Detection In Collaborative Learning Environments -- Facial Recognition in Collaborative Learning Videos -- Guess the Age Contest -- Guess The Age Contest: Age Estimation From Facial Images with Deep Convolutional Neural Networks -- Real-Time Age Estimation From Facial Images Using YOLO and EfficientNet -- Single View Facial Age Estimation Using Deep Learning with Cascading Random Forests -- Age-Style Augmentation for Facial Age Estimation -- LAE : Long-tailed Age Estimation -- Biometrics, Cryptography and Security -- Toward a robust shape and texture face descriptor for efficient face recognition in the wild -- Automatic Gender Classification from Handwritten Images: a Case Study -- Learning to Read L'Infinito: Handwritten Text Recognition with Synthetic Training Data -- Robust watermarking approach for 3D multirsolution meshes based on multi-wavelet transform, SHA512 and turbocodes -- A spherical harmonics-LSB-quantification adaptive watermarking approach for 3D multiresolution meshes security -- Authentication of Vincent van Gogh's Work -- Segmentation and Image Restoration -- Anisotropic Diffusion-Based Enhancement of Scene Segmentation with InstanceLabels -- Jigsaw Puzzle Solving as a Consistent Labeling Problem -- Single-Loss Multi-Task Learning For Improving Semantic Segmentation Using Super-Resolution -- Deep Fisher Score Representation via Sparse Coding -- D-LSD: a Distorted Line Segment Detector for Calibrated Images -- Efficient Data Optimisation for Harmonic Inpainting with Finite Elements -- .
En línea:	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

19th International Conference, CAIP 2021, Virtual Event, September 28–30, 2021, Proceedings, Part II [documento electrónico] / Tsapatsoulis, Nicolas, ; Panayides, Andreas, ; Theocharides, Theo, ; Lanitis, Andreas, ; Pattichis, Constantinos, ; Vento, Mario,  . -  1 ed.  . - [s.l.] : Springer, 2021 . - XXI, 446 p. 168 ilustraciones, 139 ilustraciones en color.
ISBN : 978-3-030-89131-2
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.

Palabras clave:	Visión por computador
Índice Dewey:	006.37 Visión artificial
Resumen:	El conjunto de dos volúmenes LNCS 13052 y 13053 constituye las actas arbitradas de la 19.ª Conferencia Internacional sobre Análisis Informático de Imágenes y Patrones, CAIP 2021, celebrada virtualmente en septiembre de 2021. Los 87 artículos presentados fueron cuidadosamente revisados ​​y seleccionados entre 129 presentaciones. Los artículos están organizados en las siguientes secciones temáticas en los 2 volúmenes: visión 3D, imágenes biomédicas y análisis de patrones; aprendizaje automático; extracciones de características; reconocimiento de objetos; rostro y gesto, concurso de adivinar la edad, biometría, criptografía y seguridad; y segmentación y restauración de imágenes.
Nota de contenido:	Machine Learning -- Deep Learning Based Automated Vickers Hardness Measurement -- ElasticHash: Semantic Image Similarity Search by Deep Hashing with Elasticsearch -- Land Use Change Detection Using Deep Siamese Neural Networks and Weakly Supervised Learning -- AMI-Class: Towards a Fully Automated Multi-view Image Classifier -- How realistic should synthetic images be for training crowd counting models? -- Unsupervised Recognition of the logical structure of Business Documents based on Spatial Relationships -- Feature Extraction -- The method for adaptive material classification and pseudo-coloring of the baggage X-ray images -- Sampling of Non-flat Morphology for Grey Value Images -- A Multi-Scale Line Feature Detection Using Second Order Semi-Gaussian Filters -- Experimental analysis of Appearance Maps as Descriptor Manifolds approximations -- Building Hierarchical Tree Representations Using Homological-Based Tools -- Face verification in practice: The case of Greek artist Leonidas Arniotis -- Object Recognition -- Spatio-temporal object detection from UAV on board cameras -- Automatic Watermeter Reading in Presence of Highly Deformed Digits -- HR-Crime: Human-Related Anomaly Detection in Surveillance Videos -- Sequence-based Recognition of License Plates with Severe Out-of-Distribution Degradations -- Exploiting Spatio-Temporal Coherence for Video Object Detection in Robotics -- Face and Gesture -- A Study of General Data Improvement for Large-Angle Head Pose Estimation -- Knight Tour Patterns: Novel Handcrafted Feature Descriptors for Facial Expression Recognition -- Exploiting visual context to identify people in TV programs -- Foreground-guided Facial Inpainting with Fidelity Preservation -- Talking Detection In Collaborative Learning Environments -- Facial Recognition in Collaborative Learning Videos -- Guess the Age Contest -- Guess The Age Contest: Age Estimation From Facial Images with Deep Convolutional Neural Networks -- Real-Time Age Estimation From Facial Images Using YOLO and EfficientNet -- Single View Facial Age Estimation Using Deep Learning with Cascading Random Forests -- Age-Style Augmentation for Facial Age Estimation -- LAE : Long-tailed Age Estimation -- Biometrics, Cryptography and Security -- Toward a robust shape and texture face descriptor for efficient face recognition in the wild -- Automatic Gender Classification from Handwritten Images: a Case Study -- Learning to Read L'Infinito: Handwritten Text Recognition with Synthetic Training Data -- Robust watermarking approach for 3D multirsolution meshes based on multi-wavelet transform, SHA512 and turbocodes -- A spherical harmonics-LSB-quantification adaptive watermarking approach for 3D multiresolution meshes security -- Authentication of Vincent van Gogh's Work -- Segmentation and Image Restoration -- Anisotropic Diffusion-Based Enhancement of Scene Segmentation with InstanceLabels -- Jigsaw Puzzle Solving as a Consistent Labeling Problem -- Single-Loss Multi-Task Learning For Improving Semantic Segmentation Using Super-Resolution -- Deep Fisher Score Representation via Sparse Coding -- D-LSD: a Distorted Line Segment Detector for Calibrated Images -- Efficient Data Optimisation for Harmonic Inpainting with Finite Elements -- .
En línea:	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