Autor Pattichis, Constantinos
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Documentos disponibles escritos por este autor (2)
Hacer una sugerencia Refinar búsqueda19th International Conference, CAIP 2021, Virtual Event, September 28–30, 2021, Proceedings, Part I / Tsapatsoulis, Nicolas ; Panayides, Andreas ; Theocharides, Theo ; Lanitis, Andreas ; Pattichis, Constantinos ; Vento, Mario
TÃtulo : 19th International Conference, CAIP 2021, Virtual Event, September 28–30, 2021, Proceedings, Part I 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: XXII, 500 p. 194 ilustraciones, 162 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-89128-2 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 Aprendizaje automático IngenierÃa Informática Red de computadoras IngenierÃa Informática y Redes Ãndice 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 artÃculos presentados fueron cuidadosamente revisados ​​y seleccionados entre 129 presentaciones. Los artÃculos están organizados en las siguientes secciones temáticas en los 2 volúmenes: visión 3D, imágenes biomédicas y análisis de patrones; aprendizaje automático; extracciones de caracterÃsticas; reconocimiento de objetos; rostro y gesto, concurso de adivinar la edad, biometrÃa, criptografÃa y seguridad; y segmentación y restauración de imágenes. Nota de contenido: 3D Vision -- Simultaneous Bi-Directional Structured Light Encoding for Practical Uncalibrated Profilometry -- Joint Global ICP for Improved Automatic Alignment of Full Turn Object Scans -- Fast Projector-Driven Structured Light Matching in Sub-Pixel Accuracy using Bilinear Interpolation Assumption -- Pyramidal Layered Scene Inference with Image Outpainting for Monocular View Synthesis -- Out of the Box: Embodied Navigation in the Real World.-Toward a novel LSB-based collusion-secure fingerprinting schema for 3D video -- A Combinatorial Coordinate System for the Vertices in the Octagonal C4C8 ( R) Grid -- Bilingual Speech Recognition by Estimating Speaker Geometry from Video Data -- Cost-efficient Color Correction Approach on Uncontrolled Lighting Conditions -- HPA-Net: Hierarchical and Parallel Aggregation Network for Context Learning in Stereo Matching -- MTStereo 2.0: accurate stereo depth estimation via Max-tree matching -- Biomedical Image and Pattern Analysis -- H-OCS: a hybrid optic cup segmentation of retinal images -- Retinal Vessel Segmentation using Blending-based Conditional Generative Adversarial Networks -- U-shaped densely connected Convolutions for Left ventricle segmentation from CMR images -- Deep Learning approaches for Head and Operculum Segmentation in Zebrafish Microscopy Images -- Shape Analysis Approach towards Assessment of Cleft Lip Repair Outcome -- MMEC: Multi-Modal Ensemble Classifier for Protein Secondary Structure Prediction -- Breast Cancer Brain Metastasis: Automated MRI Image Analysis for the Prediction of Primary Cancer Using Radiomics -- An Adaptive Semi-Automated Integrated System for Multiple Sclerosis Lesion Segmentation in Longitudinal MRI Scans Based on a Convolutional Neural Network -- A Three-Dimensional Reconstruction Integrated System for Brain Multiple Sclerosis Lesions -- Rule Extraction in the Assessment of Brain MRI Lesions in Multiple Sclerosis: Preliminary Findings -- Invariant Moments, Textural and Deep features for Diagnostic MR and CT Image Retrieval -- Toward multiwavelet Haar-Schauder entropy for biomedical signal reconstruction -- Machine Learning -- Handling Missing Observations with an RNN-based Prediction-Update Cycle -- eGAN: Unsupervised approach to class imbalance using transfer learning -- Progressive Contextual Excitation for Smart Farming Application -- Fine-Grained Image Classification for Pollen Grain Microscope Images -- Adaptive Style Transfer Using SISR -- Object-Centric Anomaly Detection using Memory Augmentation -- Document Language Classification: Hierarchical Model With Deep Learning Approach -- Parsing Digitized Vietnamese Paper Documents -- EnGraf-Net: Multiple Granularity Branch Network with Fine-Coarse Graft Grained for Classification Task -- When Deep Learners Change Their Mind: Learning Dynamics for Active Learning -- Learning to Navigate in the Gaussian Mixture Surface -- ADeep Hybrid Approach For Hate Speech Analysis -- On improving generalization of CNN-based image classification with delineation maps using the CORF push-pull inhibition operator -- Fast Hand Detection in Collaborative Learning Environments -- Assessing the Role of Boundary-level Objectives in Indoor Semantic Segmentation -- Skin lesion classification using convolutional neural networks based on Multi-Features Extraction -- Recursively Refined R-CNN: Instance Segmentation with Self-RoI Rebalancing -- Layer-wise Relevance Propagation based Sample Condensation for Kernel Machines.-. 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 19th International Conference, CAIP 2021, Virtual Event, September 28–30, 2021, Proceedings, Part I [documento electrónico] / Tsapatsoulis, Nicolas, ; Panayides, Andreas, ; Theocharides, Theo, ; Lanitis, Andreas, ; Pattichis, Constantinos, ; Vento, Mario, . - 1 ed. . - [s.l.] : Springer, 2021 . - XXII, 500 p. 194 ilustraciones, 162 ilustraciones en color.
ISBN : 978-3-030-89128-2
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 Aprendizaje automático IngenierÃa Informática Red de computadoras IngenierÃa Informática y Redes Ãndice 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 artÃculos presentados fueron cuidadosamente revisados ​​y seleccionados entre 129 presentaciones. Los artÃculos están organizados en las siguientes secciones temáticas en los 2 volúmenes: visión 3D, imágenes biomédicas y análisis de patrones; aprendizaje automático; extracciones de caracterÃsticas; reconocimiento de objetos; rostro y gesto, concurso de adivinar la edad, biometrÃa, criptografÃa y seguridad; y segmentación y restauración de imágenes. Nota de contenido: 3D Vision -- Simultaneous Bi-Directional Structured Light Encoding for Practical Uncalibrated Profilometry -- Joint Global ICP for Improved Automatic Alignment of Full Turn Object Scans -- Fast Projector-Driven Structured Light Matching in Sub-Pixel Accuracy using Bilinear Interpolation Assumption -- Pyramidal Layered Scene Inference with Image Outpainting for Monocular View Synthesis -- Out of the Box: Embodied Navigation in the Real World.-Toward a novel LSB-based collusion-secure fingerprinting schema for 3D video -- A Combinatorial Coordinate System for the Vertices in the Octagonal C4C8 ( R) Grid -- Bilingual Speech Recognition by Estimating Speaker Geometry from Video Data -- Cost-efficient Color Correction Approach on Uncontrolled Lighting Conditions -- HPA-Net: Hierarchical and Parallel Aggregation Network for Context Learning in Stereo Matching -- MTStereo 2.0: accurate stereo depth estimation via Max-tree matching -- Biomedical Image and Pattern Analysis -- H-OCS: a hybrid optic cup segmentation of retinal images -- Retinal Vessel Segmentation using Blending-based Conditional Generative Adversarial Networks -- U-shaped densely connected Convolutions for Left ventricle segmentation from CMR images -- Deep Learning approaches for Head and Operculum Segmentation in Zebrafish Microscopy Images -- Shape Analysis Approach towards Assessment of Cleft Lip Repair Outcome -- MMEC: Multi-Modal Ensemble Classifier for Protein Secondary Structure Prediction -- Breast Cancer Brain Metastasis: Automated MRI Image Analysis for the Prediction of Primary Cancer Using Radiomics -- An Adaptive Semi-Automated Integrated System for Multiple Sclerosis Lesion Segmentation in Longitudinal MRI Scans Based on a Convolutional Neural Network -- A Three-Dimensional Reconstruction Integrated System for Brain Multiple Sclerosis Lesions -- Rule Extraction in the Assessment of Brain MRI Lesions in Multiple Sclerosis: Preliminary Findings -- Invariant Moments, Textural and Deep features for Diagnostic MR and CT Image Retrieval -- Toward multiwavelet Haar-Schauder entropy for biomedical signal reconstruction -- Machine Learning -- Handling Missing Observations with an RNN-based Prediction-Update Cycle -- eGAN: Unsupervised approach to class imbalance using transfer learning -- Progressive Contextual Excitation for Smart Farming Application -- Fine-Grained Image Classification for Pollen Grain Microscope Images -- Adaptive Style Transfer Using SISR -- Object-Centric Anomaly Detection using Memory Augmentation -- Document Language Classification: Hierarchical Model With Deep Learning Approach -- Parsing Digitized Vietnamese Paper Documents -- EnGraf-Net: Multiple Granularity Branch Network with Fine-Coarse Graft Grained for Classification Task -- When Deep Learners Change Their Mind: Learning Dynamics for Active Learning -- Learning to Navigate in the Gaussian Mixture Surface -- ADeep Hybrid Approach For Hate Speech Analysis -- On improving generalization of CNN-based image classification with delineation maps using the CORF push-pull inhibition operator -- Fast Hand Detection in Collaborative Learning Environments -- Assessing the Role of Boundary-level Objectives in Indoor Semantic Segmentation -- Skin lesion classification using convolutional neural networks based on Multi-Features Extraction -- Recursively Refined R-CNN: Instance Segmentation with Self-RoI Rebalancing -- Layer-wise Relevance Propagation based Sample Condensation for Kernel Machines.-. 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
TÃtulo : 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 Ãndice 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 artÃculos presentados fueron cuidadosamente revisados ​​y seleccionados entre 129 presentaciones. Los artÃculos están organizados en las siguientes secciones temáticas en los 2 volúmenes: visión 3D, imágenes biomédicas y análisis de patrones; aprendizaje automático; extracciones de caracterÃsticas; reconocimiento de objetos; rostro y gesto, concurso de adivinar la edad, biometrÃa, criptografÃa 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 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 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 Ãndice 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 artÃculos presentados fueron cuidadosamente revisados ​​y seleccionados entre 129 presentaciones. Los artÃculos están organizados en las siguientes secciones temáticas en los 2 volúmenes: visión 3D, imágenes biomédicas y análisis de patrones; aprendizaje automático; extracciones de caracterÃsticas; reconocimiento de objetos; rostro y gesto, concurso de adivinar la edad, biometrÃa, criptografÃa 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 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
