Computer Vision ACCV 2020: 15th Asian Conference on Computer Vision, Kyoto, Ja [Paperback]

The six volume set of LNCS 12622-12627 constitutes the proceedings of the 15th Asian Conference on Computer Vision, ACCV 2020, held in Kyoto, Japan, in November/ December 2020.*

The total of 254 contributions was carefully reviewed and selected from 768 submissions during two rounds of reviewing and improvement. The papers focus on the following topics:

Part I: 3D computer vision; segmentation and grouping

Part II: low-level vision, image processing; motion and tracking

Part III: recognition and detection; optimization, statistical methods, and learning; robot vision

Part IV: deep learning for computer vision, generative models for computer vision

Part V: face, pose, action, and gesture; video analysis and event recognition; biomedical image analysis

Part VI: applications of computer vision; vision for X; datasets and performance analysis

*The conference was held virtually.

3D Computer Vision.- Weakly-supervised Reconstruction of 3D Objects with Large Shape Variation from Single In-the-Wild Images.- HPGCNN: Hierarchical Parallel Group Convolutional Neural Networks for Point Clouds Processing.- 3D Object Detection and Pose Estimation of Unseen Objects in Color Images with Local Surface Embeddings.- Reconstructing Creative Lego Models, George Tattersall.- Multi-View Consistency Loss for Improved Single-Image 3D Reconstruction of Clothed People.- Learning Global Pose Features in Graph Convolutional Networks for 3D Human Pose Estimation.- SGNet: Semantics Guided Deep Stereo Matching.- Reconstructing Human Body Mesh from Point Clouds by Adversarial GP Network.- SDP-Net: Scene Flow Based Real-time Object Detection and Prediction from Sequential 3D Point Clouds.- SAUM: Symmetry-Aware Upsampling Module for Consistent Point Cloud Completion.- Faster Self-adaptive Deep Stereo.- AFN: Attentional Feedback Network basedlsÌ