Título :	14th International Symposium on Visual Computing, ISVC 2019, Lake Tahoe, NV, USA, October 7–9, 2019, Proceedings, Part II
Tipo de documento:	documento electrónico
Autores:	Bebis, George, ; Boyle, Richard, ; Parvin, Bahram, ; Koracin, Darko, ; Ushizima, Daniela, ; Chai, Sek, ; Sueda, Shinjiro, ; Lin, Xin, ; Lu, Aidong, ; Thalmann, Daniel, ; Wang, Chaoli, ; Xu, Panpan,
Mención de edición:	1 ed.
Editorial:	[s.l.] : Springer
Fecha de publicación:	2019
Número de páginas:	XXVII, 590 p. 296 ilustraciones, 248 ilustraciones en color.
ISBN/ISSN/DL:	978-3-030-33723-0
Nota general:	Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave:	Sistemas de reconocimiento de patrones  Procesamiento de imágenes  Visión por computador  Inteligencia artificial  Red de computadoras  Protección de datos  Reconocimiento de patrones automatizado  Imágenes por computadora  visión  reconocimiento de patrones y gráficos  Redes de comunicación informática  Seguridad de datos e información
Índice Dewey:	006.4 Reconocimiento de patrones por computador
Resumen:	Este libro constituye las actas arbitradas del 14º Simposio Internacional sobre Computación Visual, ISVC 2019, celebrado en Lake Tahoe, NV, EE. UU. en octubre de 2019. Los 100 artículos presentados en este volumen doble fueron cuidadosamente revisados ​​y seleccionados entre 163 presentaciones. Los artículos están organizados en las siguientes secciones temáticas: Aprendizaje profundo I; Gráficos por Computadora I; Segmentación/Reconocimiento; Análisis de vídeo y reconocimiento de eventos; Visualización; ST: Visión Computacional, IA y métodos Matemáticos para el Análisis de Imágenes Biomédicas y Biológicas; Biometría; Realidad Virtual I; Aplicaciones I; ST: Visión para la teledetección y la inspección de infraestructuras; Gráficos por computadora II; Aplicaciones II; Aprendizaje Profundo II; Realidad Virtual II; Reconocimiento/Detección/Categorización de Objetos; y Cartel.
Nota de contenido:	Applications II -- Dual Snapshot Hyperspectral Imaging System for 41-band Spectral Analysis & Stereo Reconstruction -- Joint Optimization of Convolutional Neural Network and Image Preprocessing Selection for Embryo Grade Prediction in In Vitro Fertilization -- Enhanced Approach for Classification of Ulcerative Colitis Severity in Colonoscopy Videos using CNN -- Infinite Gaussian Fisher Vector to support video-based Human Action Recognition -- Deep Learning II -- Do Humans Look Where Deep Convolutional Neural Networks "Attend"? -- Point Auto-Encoder and Its Application to 2D-3D Transformation -- U-net based architectures for document text detection and binarization -- Face detection in thermal images with YOLOv3 -- 3D Object Recognition with Ensemble Learning — A Study of Point Cloud-Based Deep Learning Models -- Virtual Reality II -- Designing VR and AR Systems with Large Scale Adoption in Mind -- VRParaSet: A Virtual Reality model for visualizing multidimensional data -- Occlusion and Collision Aware Smartphone AR using Time-of-Flight Camera -- Augmenting Flight Imagery from Aerial Refueling -- Object Recognition/Detection/Categorization -- Hierarchical Semantic Labeling With Adaptive Confidence -- An Active Robotic Vision System with a Pair of Moving and Stationary Cameras -- Background Modeling through Spatiotemporal Edge Feature and Color -- Fast Object Localization via Sensitivity Analysis -- On the Salience of Adversarial Examples -- Poster -- Entropy Projection Curved Gabor with Random Forest and SVM for Face Recognition -- Guitar Tablature Generation using Computer Vision -- A Parametric Perceptual Deficit Modeling and Diagnostics Framework for Retina Damage using Mixed Reality -- Topologically-Guided Color Image Enhancement -- A Visual Analytics Approach for Analyzing Technological Trends in Technology and Innovation Management -- A Framework for Collecting and Classifying Objects in Satellite Imagery -- Moving Objects Segmentation Based on DeepSphere in Video Surveillance -- Benchmarking Video With The Surgical Image Registration Generator (SIRGn) Baseline -- Towards Fine-grained Recognition: Joint Learning for Object Detection and Fine-grained Classification -- Foreground Object Image Masking via EPI and Edge Detection for Photogrammetry with Static Background -- Lidar-Monocular Visual Odometry with Genetic Algorithm for Parameter Optimization -- Residual CNN Image Compression -- CNNs and Transfer Learning for Lecture Venue Occupancy and Student Attention Monitoring -- Evaluation of the Interpolation Errors of Tomographic Projection Models -- Skin Lesion Segmentation Based on Region-Edge Markov Random Field -- Centerline Extraction from 3D Airway Trees Using Anchored Shrinking -- A 360 Degree Video Virtual Reality Room Demonstration -- A Computational System for Structural Visual Analysis of Labor Accident Data -- Fast Contextual View Generation in 3D Medical Images using a 3D Widget User Interface and Super-ellipsoids -- A Virtual Reality Framework for Training Incident First Responders and Digital Forensic Investigators -- Tactical Rings : A Visualization Technique for Analyzing Tactical Patterns in Tennis -- Cross-Media Sentiment Analysis in Brazilian Blogs -- Diagnosing Huntington's Disease through gait dynamics -- On the Potential for Facial Attractiveness as a Soft Biometric -- A Modified Viola-Jones Detector for Low-cost Localization of Car Plates -- Evaluating fiber detection models using Neural Networks -- RISEC: Rotational Invariant Segmentation of Elongated Cells in SEM images with Inhomogeneous Illumination -- Performance Evaluation of WebGL and WebVR Apps in VR Environments -- IFOC: Intensity Fitting on Overlapping Cover for Image Segmentation.
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

14th International Symposium on Visual Computing, ISVC 2019, Lake Tahoe, NV, USA, October 7–9, 2019, Proceedings, Part II [documento electrónico] / Bebis, George, ; Boyle, Richard, ; Parvin, Bahram, ; Koracin, Darko, ; Ushizima, Daniela, ; Chai, Sek, ; Sueda, Shinjiro, ; Lin, Xin, ; Lu, Aidong, ; Thalmann, Daniel, ; Wang, Chaoli, ; Xu, Panpan,  . -  1 ed.  . - [s.l.] : Springer, 2019 . - XXVII, 590 p. 296 ilustraciones, 248 ilustraciones en color.
ISBN : 978-3-030-33723-0
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.

Palabras clave:	Sistemas de reconocimiento de patrones  Procesamiento de imágenes  Visión por computador  Inteligencia artificial  Red de computadoras  Protección de datos  Reconocimiento de patrones automatizado  Imágenes por computadora  visión  reconocimiento de patrones y gráficos  Redes de comunicación informática  Seguridad de datos e información
Índice Dewey:	006.4 Reconocimiento de patrones por computador
Resumen:	Este libro constituye las actas arbitradas del 14º Simposio Internacional sobre Computación Visual, ISVC 2019, celebrado en Lake Tahoe, NV, EE. UU. en octubre de 2019. Los 100 artículos presentados en este volumen doble fueron cuidadosamente revisados ​​y seleccionados entre 163 presentaciones. Los artículos están organizados en las siguientes secciones temáticas: Aprendizaje profundo I; Gráficos por Computadora I; Segmentación/Reconocimiento; Análisis de vídeo y reconocimiento de eventos; Visualización; ST: Visión Computacional, IA y métodos Matemáticos para el Análisis de Imágenes Biomédicas y Biológicas; Biometría; Realidad Virtual I; Aplicaciones I; ST: Visión para la teledetección y la inspección de infraestructuras; Gráficos por computadora II; Aplicaciones II; Aprendizaje Profundo II; Realidad Virtual II; Reconocimiento/Detección/Categorización de Objetos; y Cartel.
Nota de contenido:	Applications II -- Dual Snapshot Hyperspectral Imaging System for 41-band Spectral Analysis & Stereo Reconstruction -- Joint Optimization of Convolutional Neural Network and Image Preprocessing Selection for Embryo Grade Prediction in In Vitro Fertilization -- Enhanced Approach for Classification of Ulcerative Colitis Severity in Colonoscopy Videos using CNN -- Infinite Gaussian Fisher Vector to support video-based Human Action Recognition -- Deep Learning II -- Do Humans Look Where Deep Convolutional Neural Networks "Attend"? -- Point Auto-Encoder and Its Application to 2D-3D Transformation -- U-net based architectures for document text detection and binarization -- Face detection in thermal images with YOLOv3 -- 3D Object Recognition with Ensemble Learning — A Study of Point Cloud-Based Deep Learning Models -- Virtual Reality II -- Designing VR and AR Systems with Large Scale Adoption in Mind -- VRParaSet: A Virtual Reality model for visualizing multidimensional data -- Occlusion and Collision Aware Smartphone AR using Time-of-Flight Camera -- Augmenting Flight Imagery from Aerial Refueling -- Object Recognition/Detection/Categorization -- Hierarchical Semantic Labeling With Adaptive Confidence -- An Active Robotic Vision System with a Pair of Moving and Stationary Cameras -- Background Modeling through Spatiotemporal Edge Feature and Color -- Fast Object Localization via Sensitivity Analysis -- On the Salience of Adversarial Examples -- Poster -- Entropy Projection Curved Gabor with Random Forest and SVM for Face Recognition -- Guitar Tablature Generation using Computer Vision -- A Parametric Perceptual Deficit Modeling and Diagnostics Framework for Retina Damage using Mixed Reality -- Topologically-Guided Color Image Enhancement -- A Visual Analytics Approach for Analyzing Technological Trends in Technology and Innovation Management -- A Framework for Collecting and Classifying Objects in Satellite Imagery -- Moving Objects Segmentation Based on DeepSphere in Video Surveillance -- Benchmarking Video With The Surgical Image Registration Generator (SIRGn) Baseline -- Towards Fine-grained Recognition: Joint Learning for Object Detection and Fine-grained Classification -- Foreground Object Image Masking via EPI and Edge Detection for Photogrammetry with Static Background -- Lidar-Monocular Visual Odometry with Genetic Algorithm for Parameter Optimization -- Residual CNN Image Compression -- CNNs and Transfer Learning for Lecture Venue Occupancy and Student Attention Monitoring -- Evaluation of the Interpolation Errors of Tomographic Projection Models -- Skin Lesion Segmentation Based on Region-Edge Markov Random Field -- Centerline Extraction from 3D Airway Trees Using Anchored Shrinking -- A 360 Degree Video Virtual Reality Room Demonstration -- A Computational System for Structural Visual Analysis of Labor Accident Data -- Fast Contextual View Generation in 3D Medical Images using a 3D Widget User Interface and Super-ellipsoids -- A Virtual Reality Framework for Training Incident First Responders and Digital Forensic Investigators -- Tactical Rings : A Visualization Technique for Analyzing Tactical Patterns in Tennis -- Cross-Media Sentiment Analysis in Brazilian Blogs -- Diagnosing Huntington's Disease through gait dynamics -- On the Potential for Facial Attractiveness as a Soft Biometric -- A Modified Viola-Jones Detector for Low-cost Localization of Car Plates -- Evaluating fiber detection models using Neural Networks -- RISEC: Rotational Invariant Segmentation of Elongated Cells in SEM images with Inhomogeneous Illumination -- Performance Evaluation of WebGL and WebVR Apps in VR Environments -- IFOC: Intensity Fitting on Overlapping Cover for Image Segmentation.
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