Advances in Visual Computing: 15th International Symposium, ISVC 2020, San Diego, CA, USA, October 57, 2020, Proceedings, Part I 1st ed. 2020 [Mīkstie vāki]

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.-
Improving Chinese Reading Comprehensions of Dyslexic Children via VR
Reading.- Improving User Experience in Augmented Reality Mirrors with 3D
Displays.- Passenger Anxiety about Virtual Driver Awareness During a Trip
with a Virtual Autonomous Vehicle.- Investigating the Display Fidelity of
Popular Head-Mounted Display Systems on Spatial Updating and Learning in VR.-
ST: Computer Vision Advances in Geo-Spatial Applications and Remote Sensing.-
Natural Disaster Building Damage Assessment Using a Two-Encoder U-Net.-
Understanding Flooding Detection Using Overhead Imagery Lessons Learned.-
Hyperspectral Image Classification via Pyramid Graph Reasoning.-
Semi-Supervised Fine-Tuning for Deep Learning Models in Remote Sensing
Applications.- Scene Classification of Remote Sensing Images using convNet
Features and Multi-grained Forest.