Advances in Visual Computing: 16th International Symposium, ISVC 2021, Virtual Event, October 4-6, 2021, Proceedings, Part II, Bebis George, Athitsos Vassilis, Yan Tong
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.
Автор: Bright Jonathan, Giachanou Anastasia, Spaiser Viktoria Название: Disinformation in Open Online Media: Third Multidisciplinary International Symposium, MISDOOM 2021, Virtual Event, September 21-22, 2021, Proceedings ISBN: 3030870308 ISBN-13(EAN): 9783030870300 Издательство: Springer Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the refereed proceedings of the Third Multidisciplinary International Symposium on Disinformation in Open Online Media, MISDOOM 2021, held in September 2021. The papers focus on health misinformation, hate speech, misinformation diffusion, news spreading behaviour and mitigation, harm-aware news recommender systems.
Автор: Bebis George, Athitsos Vassilis, Yan Tong Название: Advances in Visual Computing: 16th International Symposium, ISVC 2021, Virtual Event, October 4-6, 2021, Proceedings, Part I ISBN: 3030904385 ISBN-13(EAN): 9783030904388 Издательство: Springer Рейтинг: Цена: 76390.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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.
Автор: Bebis George, Yin Zhaozheng, Kim Edward Название: Advances in Visual Computing: 15th International Symposium, Isvc 2020, San Diego, Ca, Usa, October 5-7, 2020, Proceedings, Part I ISBN: 303064555X ISBN-13(EAN): 9783030645557 Издательство: Springer Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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
Автор: Bebis George, Yin Zhaozheng, Kim Edward Название: Advances in Visual Computing: 15th International Symposium, Isvc 2020, San Diego, Ca, Usa, October 5-7, 2020, Proceedings, Part II ISBN: 3030645584 ISBN-13(EAN): 9783030645588 Издательство: Springer Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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
Автор: Barzen Johanna Название: Service-Oriented Computing: 15th Symposium and Summer School, SummerSOC 2021, Virtual Event, September 13-17, 2021, Proceedings ISBN: 3030875679 ISBN-13(EAN): 9783030875671 Издательство: Springer Цена: 60550.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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;
Автор: Rutkowski Leszek, Scherer Rafal, Korytkowski Marcin Название: Artificial Intelligence and Soft Computing: 20th International Conference, ICAISC 2021, Virtual Event, June 21-23, 2021, Proceedings, Part II ISBN: 3030878961 ISBN-13(EAN): 9783030878962 Издательство: Springer Рейтинг: Цена: 111790.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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.
Автор: Rutkowski Leszek, Scherer Rafal, Korytkowski Marcin Название: Artificial Intelligence and Soft Computing: 20th International Conference, ICAISC 2021, Virtual Event, June 21-23, 2021, Proceedings, Part I ISBN: 3030879852 ISBN-13(EAN): 9783030879853 Издательство: Springer Рейтинг: Цена: 83850.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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.
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.
Автор: Karlapalem Kamal, Cheng Hong, Ramakrishnan Naren Название: Advances in Knowledge Discovery and Data Mining: 25th Pacific-Asia Conference, Pakdd 2021, Virtual Event, May 11-14, 2021, Proceedings, Part III ISBN: 3030757676 ISBN-13(EAN): 9783030757670 Издательство: Springer Цена: 79190.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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.
Автор: Nakanishi Toru, Nojima Ryo Название: Advances in Information and Computer Security: 16th International Workshop on Security, Iwsec 2021, Virtual Event, September 8-10, 2021, Proceedings ISBN: 303085986X ISBN-13(EAN): 9783030859862 Издательство: Springer Цена: 74530.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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;
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