E-grāmata: Computer Vision - ECCV 2020 Workshops: Glasgow, UK, August 23-28, 2020, Proceedings, Part V

W27 - The 16th Embedded Vision Workshop.- Hardware Architecture of
Embedded Inference Accelerator and Analysis of Algorithms for Depthwise and
Large-Kernel Convolutions.- SegBlocks: Towards Block-Based Adaptive
Resolution Networks for Fast Segmentation.- Weight-dependent Gates for
Differentiable Neural Network Pruning.- QuantNet: Learning to Quantize by
Learning within Fully Differentiable Framework.- An Efficient Method for Face
Quality Assessment on the Edge.- Efficient Approximation of Filters for
High-Accuracy Binary Convolutional Neural Networks.- One Weight Bitwidth to
Rule Them All.- Real-time detection of multiple targets from a moving 360
panoramic imager in the wild.- Post Training Mixed-precision Quantization
based on Key Layers Selection.- Subtensor Quantization for Mobilenets.-
Feed-Forward On-Edge Fine-Tuning Using Static Synthetic Gradient Modules.-
W29 - Real-World Computer Vision from Inputs with Limited Quality (RLQ).-
Reinforcement Learning for Improving Object Detection.- Collaborative
Learning with Pseudo Labels for Robust Classification in the Presence of
Noisy Labels.- Addressing Neural Network Robustness with Mixup and Targeted
Labeling Adversarial Training.- What Does CNN Shift Invariance Look Like? A
Visualization Study.- Challenges from Fast Camera Motion and Image Blur:
Dataset and Evaluation.- Self-Supervised Attribute-Aware Re nement Network
for Low-Quality Text Recognition.- Face Mask Invariant End-to-End Face
Recognition.- Visible Feature Guidance for Crowd Pedestrian Detection.- The
Impact of Real Rain in a Vision Task.- Hard Occlusions in Visual Object
Tracking.- The 1st Tiny Object Detection Challenge: Methods and Results.-
Effective Feature Enhancement and Model Ensemble Strategies in Tiny Object
Detection.- Exploring Effective Methods to Improve the Performance of Tiny
Object Detection.- UDC 2020 Challenge on Image Restoration of Under-Display
Camera: Methods and Results.- A Dual Residual Network with Channel
Attentionfor Image Restoration.- Transform Domain Pyramidal Dilated
Convolution Networks For Restoration of Under Display Camera Images.- Deep
Atrous Guided Filter for Image Restoration in Under Display Cameras.-
Residual and Dense UNet for Under-display Camera Restoration.- W31 - The
Bright and Dark Sides of Computer Vision: Challenges and Opportunities for
Privacy and Security (CV-COPS 2020).- Body Shape Privacy in Images:
Understanding Privacy and Preventing Automatic Shape Extraction.- Adversarial
Training against Location-Optimized Adversarial Patches.- Revisiting the
Threat Space for Vision-based Keystroke Inference Attacks.- Black-Box Face
Recovery from Identity Features.- Privacy-Aware Face Recognition with
Lensless Multi-Pinhole Camera.- Frequency-Tuned Universal Adversarial
Perturbations.- Face-Image Source Generator Identification.- Spatio-Temporal
Handwriting Imitation.- W32 - The Visual Object Tracking Challenge Workshop
VOT2020.- The Eighth Visual Object Tracking VOT2020 ChallengeResults.- Robust
Long-Term Object Tracking via Improved Discriminative Model Prediction.- An
 Exploration of Target-Conditioned Segmentation Methods for Visual Object
Trackers.- AF2S: An Anchor-Free Two-Stage Tracker Based on a Strong SiamFC
Baseline.- RPT: Learning Point Set Representation for Siamese Visual
Tracking.- AFOD: Adaptive Focused Discriminative Segmentation Tracker.-
Cascaded Tracking via Pyramid Dense Capsules.- W33 - Video Turing Test:
Toward Human-Level Video Story Understanding.- GCF-Net: Gated Clip Fusion
Network for Video Action Recognition.- Late Temporal Modeling in 3D CNNs with
BERT.