303 citations · 631 across the 26 of their papers we have counts for
13 papers · 1 filter
Lip-reading with Hierarchical Pyramidal Convolution and Self-Attention
Hang Chen, Jun Du, Yu Hu +3
In this paper, we propose a novel deep learning architecture to improving word-level lip-reading. On the one hand, we first introduce the multi-scale processing into the spatial fe…
Exploring Emotion Features and Fusion Strategies for Audio-Video Emotion Recognition
Hengshun Zhou, Debin Meng, Yuanyuan Zhang +4
The audio-video based emotion recognition aims to classify a given video into basic emotions. In this paper, we describe our approaches in EmotiW 2019, which mainly explores emotio…
Stroke Constrained Attention Network for Online Handwritten Mathematical Expression Recognition
Jiaming Wang, Jun Du, Jianshu Zhang
In this paper, we propose a novel stroke constrained attention network (SCAN) which treats stroke as the basic unit for encoder-decoder based online handwritten mathematical expres…
Joint Architecture and Knowledge Distillation in CNN for Chinese Text Recognition
Zi-Rui Wang, Jun Du
The technique of distillation helps transform cumbersome neural network into compact network so that the model can be deployed on alternative hardware devices. The main advantages…
Adaptive Period Embedding for Representing Oriented Objects in Aerial Images
Yixing Zhu, Xueqing Wu, Jun Du
We propose a novel method for representing oriented objects in aerial images named Adaptive Period Embedding (APE). While traditional object detection methods represent object with…
Writer-Aware CNN for Parsimonious HMM-Based Offline Handwritten Chinese Text Recognition
Zi-Rui Wang, Jun Du, Jia-Ming Wang
Recently, the hybrid convolutional neural network hidden Markov model (CNN-HMM) has been introduced for offline handwritten Chinese text recognition (HCTR) and has achieved state-o…