305 citations · 672 across the 21 of their papers we have counts for
5 papers · 1 filter
GRNet: Gridding Residual Network for Dense Point Cloud Completion
Haozhe Xie, Hongxun Yao, Shangchen Zhou +3
Estimating the complete 3D point cloud from an incomplete one is a key problem in many vision and robotics applications. Mainstream methods (e.g., PCN and TopNet) use Multi-layer P…
Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images
Haozhe Xie, Hongxun Yao, Shengping Zhang +2
Recovering the 3D shape of an object from single or multiple images with deep neural networks has been attracting increasing attention in the past few years. Mainstream works (e.g.…
Scene Text Recognition via Transformer
Xinjie Feng, Hongxun Yao, Yuankai Qi +2
Scene text recognition with arbitrary shape is very challenging due to large variations in text shapes, fonts, colors, backgrounds, etc. Most state-of-the-art algorithms rectify th…
Adaptive Semantic-Visual Tree for Hierarchical Embeddings
Shuo Yang, Wei Yu, Ying Zheng +2
Merchandise categories inherently form a semantic hierarchy with different levels of concept abstraction, especially for fine-grained categories. This hierarchy encodes rich correl…
Single-View 3D Object Reconstruction from Shape Priors in Memory
Shuo Yang, Min Xu, Haozhe Xie +2
Existing methods for single-view 3D object reconstruction directly learn to transform image features into 3D representations. However, these methods are vulnerable to images contai…