3.7k citations · 13.3k across the 162 of their papers we have counts for
19 papers · 1 filter
Robust LSTM-Autoencoders for Face De-Occlusion in the Wild
Fang Zhao, Jiashi Feng, Jian Zhao +2
Face recognition techniques have been developed significantly in recent years. However, recognizing faces with partial occlusion is still challenging for existing face recognizers…
Video Scene Parsing with Predictive Feature Learning
Xiaojie Jin, Xin Li, Huaxin Xiao +9
In this work, we address the challenging video scene parsing problem by developing effective representation learning methods given limited parsing annotations. In particular, we co…
Deep Joint Rain Detection and Removal from a Single Image
Wenhan Yang, Robby T. Tan, Jiashi Feng +3
In this paper, we address a rain removal problem from a single image, even in the presence of heavy rain and rain streak accumulation. Our core ideas lie in the new rain image mode…
Visual Processing by a Unified Schatten- Norm and Norm Regularized Principal Component Pursuit
Jing Wang, Meng Wang, Xuegang Hu +1
In this paper, we propose a non-convex formulation to recover the authentic structure from the corrupted real data. Typically, the specific structure is assumed to be low rank, whi…
Multi-stage Object Detection with Group Recursive Learning
Jianan Li, Xiaodan Liang, Jianshu Li +3
Most of existing detection pipelines treat object proposals independently and predict bounding box locations and classification scores over them separately. However, the important…
Multi-Path Feedback Recurrent Neural Network for Scene Parsing
Xiaojie Jin, Yunpeng Chen, Jiashi Feng +2
In this paper, we consider the scene parsing problem and propose a novel Multi-Path Feedback recurrent neural network (MPF-RNN) for parsing scene images. MPF-RNN can enhance the ca…