Advances in Visual Computing: 16th International Symposium, ISVC 2021, Virtual Event, October 4-6, 2021, Proceedings, Part I, Bebis George, Athitsos Vassilis, Yan Tong
Описание: This two-volume set of LNCS 13017 and 13018 constitutes the refereed proceedings of the 16th International Symposium on Visual Computing, ISVC 2021, which was held in October 2021.
Описание: Deep Learning.- Regularization and Sparsity for Adversarial Robustness and Stable Attribution.- Self-Competitive Neural Networks.- A Novel Contractive GAN Model for a Unified Approach Towards Blind Quality Assessment of Images from Heterogeneous Sources.- Nonconvex Regularization for Network Slimming: Compressing CNNs Even More.- Biologically Inspired Sleep Algorithm for VariationalAuto-Encoders.- A Deep Genetic Programming based Methodology for Art Media Classification Robust to Adversarial Perturbations.- rcGAN: Learning a generative model for arbitrary size image generation.- Sketch-Inspector: a Deep Mixture Model for High-Quality Sketch Generation of Cats.- Depthwise Separable Convolutions and Variational Dropout within the context of YOLOv3.- Uncertainty Estimates in Deep Generative Models using Gaussian Processes.- Segmentation.- Towards Optimal Ship Navigation Using Image Processing.- Overscan Detection in Digitized Analog Films by Precise Sprocket Hole Segmentation.- Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation.- CSC-GAN: Cycle and semantic consistency for dataset augmentation.- Improvements on the Superpixel Hierarchy Algorithm with Applications to Image Segmentation and Saliency Detection.- Visualization.- Referenced Based Color Transfer for Medical Volume Rendering.- An Empirical Methodological Study of Evaluation Methods Applied to Educational Timetabling Visualizations.- Real-Time Contrast Enhancement for 3DMedical Images using Histogram Equalization.- Flow Map Processing by Space-Time Deformation.- GenExplorer: Visualizing and Comparing Gene Expression Levels via Differential Charts.- Video Analysis and Event Recognition.- An Event-Based Hierarchical Method for Customer Activity Recognition in Retail Stores.- Fully Autonomous UAV-based Action Recognition System Using Aerial Imagery.- Hierarchical Action Classification with Network Pruning.- An Approach Towards Action Recognition using Part Based Hierarchical Fusion.- ST: Computational Bioimaging.- Ensemble Convolutional Neural Networks for the Detection of Microscopic Fusarium Oxysporum.- Offline versus Online Triplet Mining based on Extreme Distances of Histopathology Patches.- Multi-Label Classification of Panoramic Radiographic Images using a Convolutional Neural Network.- Ink Marker Segmentation in Histopathology Images Using Deep Learning.- P-FideNet: Plasmodium Falciparum Identification Neural Network.- Applications.- Lightless Fields: Enhancement and Denoising of Light-defficient Light Fields.- FA3D: Fast and Accurate 3D Object Detection.- Generalized Inverted Dirichlet Optimal predictor for Image inpainting.- BVNet: A 3D End-to-end Model Based on Point Cloud.- Evaluating Single Image Dehazing Methods Under Realistic Sunlight Haze.- Biometrics.- Deep Partial Occlusion Facial Expression Recognition via Improved CNN.- Towards an Effective Approach for Face Recognition with DCGANs Data Augmentation.- Controlled AutoEncoders to Generate Faces from Voices.- Gender and Age Estimation without Facial Information from Still Images.- Face Reenactment Based Facial Expression Recognition.- Motion and Tracking.- Coarse-to-Fine Object Tracking Using Deep Features and Correlation Filters.- Asynchronous Corner Tracking Algorithm based on Lifetime of Events for DAVIS Cameras.- TAGCN: Topology-Aware Graph Convolutional Network for Trajectory Prediction.- 3D articulated body model using anthropometric control points and an articulation video.- Body Motion Analysis for Golf Swing Evaluation.- Computer Graphics.- Simulation of High-Definition Pixel-Headlights.- ConcurrentHull: A Fast Parallel Computing Approach to the Convex Hull Problem.- A Data-Driven Creativity Measure for 3D Shapes.- Virtual Reality.- Walking in a Crowd Full of Virtual Characters: Effects of Virtual Character Appearance on Human Movement Behavior.- I
Описание: Object Recognition/Detection/Categorization.- Few-shot Image Recognition with Manifolds.- A scale-aware YOLO model for pedestrian detection.- Image categorization using Agglomerative clustering based smoothed Dirichlet mixtures.- SAT-CNN: A Small Neural Network for Object Recognition from Satellite Imagery.- Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-grained Visual Categorization.- 3D Reconstruction.- A Light-Weight Monocular Depth Estimation With Edge-Guided Occlusion Fading Reduction.- Iterative Closest Point with Minimal Free Space Constraints.- Minimal Free Space Constraints for Implicit Distance Bounds.- Medical Image Analysis.- Fetal Brain Segmentation using Convolutional Neural Networks with Fusion Strategies.- Fundus2Angio: A Novel Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography.- Multiscale Detection of Cancerous Tissue in High Resolution Slide Scans.- DeepTKAClassi er: Brand Classification of Total Knee Arthroplasty Implants using Explainable Deep Convolutional Neural Networks.- Multi-modal Image Fusion based on Weight Local Features and Novel Sum-Modified-Laplacian in Non-Subsampled Shearlet Transform Domain.- Robust Prostate Cancer Classification with Siamese Neural Networks.- Vision for Robotics.- Simple Camera-to-2D-LiDAR Calibration Method for General Use.- SalsaNext: Fast, Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds.- Mobile Manipulator Robot Visual Servoing and Guidance for Dynamic Target Grasping.- Statistical Pattern Recognition.- Interpreting Galaxy Deblender GAN from the Discriminator's Perspective.- Variational Bayesian Sequence to Sequence Networks for Memory-Efficient Sign Language Translation.- A Gaussian Process Upsampling Model for Improvements in Optical Character Recognition.- Posters.- Video based fire detection using Xception and ConvLSTM.- Highway Traffic Classification for the Perception Level of Situation Awareness.- 3D-CNN for Facial Emotion Recognition in Videos.- Reducing Triangle Inequality Violations with Deep Learning and Its Application to Image Retrieval.- A Driver Guidance System to Support the Stationary Wireless Charging of Electric Vehicles.- An Efficient Tiny Feature Map Network For Real-Time Semantic Segmentation.- A Modified Syn2Real Network for Nighttime Rainy Image Restoration.- Unsupervised domain adaptation for person re-identification with few and unlabeled target data.- How Does Computer Animation Affect Our Perception Of Emotions in Video Summarization?.- Where's Wally: A Gigapixel Image Study for Face Recognition in Crowds.- Optical Flow Based Background Subtraction with a Moving Camera: Application to Autonomous Driving.- Deep Facial Expression Recognition with Occlusion Regularization.- Semantic Segmentation with Peripheral Vision.- Generator From Edges: Reconstruction of Facial Images.- CD2: Combined Distances of Contrast Distributions for Image Quality Analysis.- Real-Time Person Tracking and Association on Doorbell Cameras.- MySnapFoodLog: Culturally Sensitive FoodPhoto-Logging App for Dietary BiculturalismStudies.- Hand Gesture Recognition Based on the Fusion of Visual and Touch Sensing Data.- Gastrointestinal Tract Anomaly Detection from Endoscopic Videos using Object Detection Approach.- A multimodal high level video segmentation for content targeted online advertising.- AI Playground: Unreal Engine-based Data Ablation Tool for Deep Learning.- Homework Helper: Providing Valuable Feedback on Math Mistakes.- Interface Design for HCI Classroom: From Learners' Perspective.- Pre-trained Convolutional Neural Network for the Diagnosis of Tuberculosis.- Near-Optimal Concentric Circles Layout.- Facial Expression Recognition and Ordinal Intensity Estimation: A Multilabel Learning Approach.- Prostate MRI Registration Using Siamese Metric Learning.- Unsupervised Anomaly Detection of the First Pers
Описание: This book constitutes the refereed proceedings of the 15th Symposium and Summer School on Service-Oriented Computing, SummerSOC 2021, held in September 2021. The 9 full and 2 short papers were carefully reviewed and selected from 24 submissions. The papers are organized in topical secions on quantum computing;
Описание: Neural Networks and Their Applications.- Fuzzy Systems and Their Applications.- Evolutionary Algorithms and Their Applications.- Artificial Intelligence in Modeling and Simulation.- Computer Vision, Image and Speech Analysis.- Data Mining.- Various Problems of Artificial Intelligence.- Bioinformatics, Biometrics and Medical Applications.
Описание: Neural Networks and Their Applications.- Fuzzy Systems and Their Applications.- Evolutionary Algorithms and Their Applications.- Artificial Intelligence in Modeling and Simulation.- Computer Vision, Image and Speech Analysis.- Data Mining.- Various Problems of Artificial Intelligence.- Bioinformatics, Biometrics and Medical Applications.
Описание: This two-volume set LNCS 12656 and 12657 constitutes the refereed proceedings of the 43rd European Conference on IR Research, ECIR 2021, held virtually in March/April 2021, due to the COVID-19 pandemic.
The 50 full papers presented together with 11 reproducibility papers, 39 short papers, 15 demonstration papers, 12 CLEF lab descriptions papers, 5 doctoral consortium papers, 5 workshop abstracts, and 8 tutorials abstracts were carefully reviewed and selected from 436 submissions.
The accepted contributions cover the state of the art in IR: deep learning-based information retrieval techniques, use of entities and knowledge graphs, recommender systems, retrieval methods, information extraction, question answering, topic and prediction models, multimedia retrieval, and much more.
Описание: The 3-volume set LNAI 12712-12714 constitutes the proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2021, which was held during May 11-14, 2021.The 157 papers included in the proceedings were carefully reviewed and selected from a total of 628 submissions.
Описание: This two-volume set LNCS 12656 and 12657 constitutes the refereed proceedings of the 43rd European Conference on IR Research, ECIR 2021, held virtually in March/April 2021, due to the COVID-19 pandemic.
The 50 full papers presented together with 11 reproducibility papers, 39 short papers, 15 demonstration papers, 12 CLEF lab descriptions papers, 5 doctoral consortium papers, 5 workshop abstracts, and 8 tutorials abstracts were carefully reviewed and selected from 436 submissions.
The accepted contributions cover the state of the art in IR: deep learning-based information retrieval techniques, use of entities and knowledge graphs, recommender systems, retrieval methods, information extraction, question answering, topic and prediction models, multimedia retrieval, and much more.
Описание: This book constitutes the refereed proceedings of the 16th International Workshop on Security, IWSEC 2021, held in Tokyo, Japan in September 2021. The 14 regular papers and 3 short paper presented in this volume were carefully reviewed and selected from 37 submissions. They were organized in topical sections named: Lattice-Based Cryptography;
Описание: The 3-volume set LNAI 12712-12714 constitutes the proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2021, which was held during May 11-14, 2021.The 157 papers included in the proceedings were carefully reviewed and selected from a total of 628 submissions.
Описание: The 3-volume set LNAI 12712-12714 constitutes the proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2021, which was held during May 11-14, 2021.The 157 papers included in the proceedings were carefully reviewed and selected from a total of 628 submissions.
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