Computer vision -- ECCV 2020 : 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings. Part II / Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm (eds.).

Intro
Foreword
Preface
Organization
Contents
Part II
Diffraction Line Imaging
1 Introduction
2 Background on Diffraction Gratings
3 Diffraction-Based 2D Positioning
3.1 Image Formation Model
3.2 Learning to Recover Horizontal Coordinates
4 Expanding the FOV Using Multiple ROIs
5 Reducing Sparse Point Uncertainty
5.1 Horizontal Cylindrical Lens
5.2 Double-Axis Diffraction
6 Hardware and Calibration
7 Experimental Evaluation Details
8 Concluding Remarks
References

Transforming and Projecting Images into Class-Conditional Generative Networks
1 Introduction
2 Related Work
3 Image Projection Methods
3.1 Basic Loss Function
3.2 Object Localization
3.3 Transformation Model and Loss
3.4 Optimization Algorithms
3.5 Fine-Tuning
4 Results
5 Discussion
References
Suppress and Balance: A Simple Gated Network for Salient Object Detection
1 Introduction
2 Related Work
2.1 Salient Object Detection
2.2 Multiscale Feature Extraction
2.3 Gated Mechanisms
3 Proposed Method
3.1 Network Overview
3.2 Gated Dual Branch

3.3 Folded Atrous Spatial Pyramid Pooling
3.4 Supervision
4 Experiments
4.1 Experimental Setup
4.2 Performance Comparison with State-of-the-Art
4.3 Ablation Studies
5 Conclusions
References
Visual Memorability for Robotic Interestingness via Unsupervised Online Learning
1 Introduction
2 Related Work
3 Visual Memory
3.1 Memory Writing
3.2 Memory Reading
4 Learning
4.1 Long-Term Learning
4.2 Short-Term Learning
4.3 Online Learning
5 Experiments
6 Ablation Study
6.1 Writing Protocol
6.2 Memory Capacity
6.3 Translational Invariance

6.4 Losing Interest
7 Conclusion
References
Post-training Piecewise Linear Quantization for Deep Neural Networks
1 Introduction
2 Related Work
3 Quantization Schemes
3.1 Uniform Quantization
3.2 Piecewise Linear Quantization (PWLQ)
3.3 Error Analysis
4 Hardware Impact
5 Experiments
5.1 Ablation Study on ImageNet
5.2 Comparison to Existing Approaches
5.3 Other Applications
6 Conclusion
References
Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification
1 Introduction
2 Related Work
3 Method
3.1 Disentangling Module

3.2 Adaptation Module
3.3 Discussion
3.4 Optimization
4 Experiments
4.1 Implementation Details
4.2 Quantitative Results
4.3 Qualitative Results
5 Conclusion
References
In-Home Daily-Life Captioning Using Radio Signals
1 Introduction
2 Related Work
3 RF Signal Preliminary
4 RF-Diary
4.1 RF Signal Encoding
4.2 Floormap Encoding
4.3 Caption Generation
5 Multi-modal Feature Alignment Training
5.1 Video Encoding
5.2 Alignment of Paired Data
5.3 Alignment of Unpaired Data
6 Experiments
6.1 Quantitative Results
6.2 Ablation Study