Computer Vision ECCV 2020 16th European Conference Glasgow UK August 23 28 2020 Proceedings Part VII 1st edition by Andrea Vedaldi 3030585716 9783030585716

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ISBN-10 :  3030585716 

ISBN-13 :  9783030585716

Author: Andrea Vedaldi 

The 30-volume set, comprising the LNCS books 12346 until 12375, constitutes the refereed proceedings of the 16th European Conference on Computer Vision, ECCV 2020, which was planned to be held in Glasgow, UK, during August 23-28, 2020. The conference was held virtually due to the COVID-19 pandemic. The 1360 revised papers presented in these proceedings were carefully reviewed and selected from a total of 5025 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation.  

Computer Vision ECCV 2020 16th European Conference Glasgow UK August 23 28 2020 Proceedings Part VII 1st Table of contents:

1. Multiview Detection with Feature Perspective Transformation
2. Learning Object Relation Graph and Tentative Policy for Visual Navigation
3. Adversarial Self-supervised Learning for Semi-supervised 3D Action Recognition
4. Across Scales and Across Dimensions: Temporal Super-Resolution Using Deep Internal Learning
5. Inducing Optimal Attribute Representations for Conditional GANs
6. AR-Net: Adaptive Frame Resolution for Efficient Action Recognition
7. Image-to-Voxel Model Translation for 3D Scene Reconstruction and Segmentation
8. Consistency Guided Scene Flow Estimation
9. Autoregressive Unsupervised Image Segmentation
10. Controllable Image Synthesis via SegVAE
11. Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search
12. Efficient Non-Line-of-Sight Imaging from Transient Sinograms
13. Texture Hallucination for Large-Factor Painting Super-Resolution
14. Learning Progressive Joint Propagation for Human Motion Prediction
15. Image Stitching and Rectification for Hand-Held Cameras
16. ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds
17. The Group Loss for Deep Metric Learning
18. Learning Object Depth from Camera Motion and Video Object Segmentation
19. OnlineAugment: Online Data Augmentation with Less Domain Knowledge
20. Learning Pairwise Inter-plane Relations for Piecewise Planar Reconstruction
21. Intra-class Feature Variation Distillation for Semantic Segmentation
22. Temporal Distinct Representation Learning for Action Recognition
23. Representative Graph Neural Network
24. Deformation-Aware 3D Model Embedding and Retrieval
25. Atlas: End-to-End 3D Scene Reconstruction from Posed Images
26. Multiple Class Novelty Detection Under Data Distribution Shift
27. Colorization of Depth Map via Disentanglement
28. Beyond Controlled Environments: 3D Camera Re-localization in Changing Indoor Scenes
29. GeoGraph: Graph-Based Multi-view Object Detection with Geometric Cues End-to-End
30. Localizing the Common Action Among a Few Videos
31. TAFSSL: Task-Adaptive Feature Sub-Space Learning for Few-Shot Classification
32. Traffic Accident Benchmark for Causality Recognition
33. Face Anti-Spoofing with Human Material Perception
34. How Can I See My Future? FvTraj: Using First-Person View for Pedestrian Trajectory Prediction
35. Multiple Expert Brainstorming for Domain Adaptive Person Re-Identification
36. NASA Neural Articulated Shape Approximation
37. Towards Unique and Informative Captioning of Images
38. When Does Self-supervision Improve Few-Shot Learning?
39. Two-Branch Recurrent Network for Isolating Deepfakes in Videos
40. Incremental Few-Shot Meta-learning via Indirect Discriminant Alignment
41. BigNAS: Scaling up Neural Architecture Search with Big Single-Stage Models
42. Differentiable Hierarchical Graph Grouping for Multi-person Pose Estimation
43. Global Distance-Distributions Separation for Unsupervised Person Re-identification
44. I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image
45. Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose
46. ALRe: Outlier Detection for Guided Refinement

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Tags: Computer Vision, European Conference, Andrea Vedaldi