Image and Video Processing
Image Analysis General Tasks
>>> Low-level Vision: Derain (TIP2023，ICASSP2021, ICME2020*2, ACMMM2019, ICME2019)
 TRNR：Task-Driven Image Rain and Noise Removal with a Few Images Based on Patch Analysis.
Wu Ran, Bohong Yang, Peirong Ma, Hong Lu.
IEEE Transactions on Image Processing, 2023
 Single Image Deraining via Recurrent Hierarchy Enhancement Network.
Youzhao Yang, Hong Lu.
ACM International Conference on MultiMedia (ACMMM), France, Nice, Oct. 2019
>>> Low-level Vision: Low-Light Image Enhancement (TCSVT2023)
 Low-Light Image Enhancement with Multi-scale Attention and Frequency-domain Optimization.
Zhiquan He, Wu Ran, Shulin Liu, Kehua Li, Jiawen Lu, Changyong Xie, Yong Liu, Hong Lu.
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023.
>>> Zero-shot Learning (ICME2022)
 Semantic-Related Feature Generation for Generalized Zero-Shot Learning.
Peirong Ma, Wu Ran, Hong Lu.
IEEE International Conference on Multimedia and Expo (ICME), Taiwan, Jul. 2022
>>> Image Retrieval (TCSVT2023, ICMR2019)
 ACNet: Approaching-and-Centrilizing Network for Zero-Shot Skecth-Base Image Retrieval.
Hao Ren, Ziqiang Zheng, Yang Wu, Hong Lu, Yang Yang, Ying Shan, Sai-Kit Yeung.
IEEE Transactions on Circuits and Systems for Video Technology, 2023
 Weakly Supervised Image Retrieval via Coarse-scale Feature Fusion and Multi-level Attention Blocks.
Xinyao Nie, Hong Lu, Zijian Wang, Jingyuan Liu, Zehua Guo.
ACM International Conference on Multimedial Retrieval (ICMR), Canada, Ottawa, June.2019
>>> Fashion Analysis (ECCVW2018)
 Deep Fashion Analysis with Feature Map Upsampling and Landmark-driven Attention.
Jingyuan Liu, Hong Lu.
Workshop of European Conference on Computer Vision (ECCVW), Germen, Munich, Sep.2018
Visual Action Recognition and Object Tracking
>>> Weakly-supervised Temporal Action Localization (ICME2023)
 Weakly-supervised Temporal Action Localization with Adaptive Clustering and Refining Network.
Hao Ren, Wu Ran, Xingsong Liu, Haoran Ren, Hong Lu, Rui Zhang, Cheng Jin.
IEEE International Conference on Multimedia and Expo (ICME), 2023.
>>> Action Recognition (ICASSP2021)
 Multi-directional Convolution Networks with Spatial-Temporal Feature Pyramid Module for Action Recognition
Bohong Yang, Zijian Wang, Wu Ran, Hong Lu, Yi-Ping Phoebe Chen
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), June 2021
>>> Teaching Video Analysis (PRL2020, ICMR2015)
 In-classroom Learning Analytics Based on Student Behavior, Topic and Teaching Characteristic Mining
Bohong Yang, Zeping Yao, Hong Lu, Yaqian Zhou, Jinkai Xu
Pattern Recognition Letter, vol. 129, pp. 224-231, 2020
>>> Object Tracking (PCM2018)
 Learning to Match using Siamese Network for Object Tracking
Chaopeng Li, Hong Lu, Jian Jiao, Wenqiang Zhang
Pacific-Rim Conference on Multimedia (PCM), July 2018
Simultaneous Localization and Mapping (SLAM) of Robotics
 Multi-Classes and Motion Properties for Concurrent Visual SLAM in Dynamic Environments
Bohong Yang, Wu Ran, Lin Wang, Hong Lu, Yi-Ping Phoebe Chen
IEEE Transactions on Multimedia (TMM), 2021
Reinforcement Learning (RL) for Navigation of Robotics
 Learning the Game of Go by Scalable Network Without Prior Knowledge of Komi
Bohong Yang, Lin Wang, Hong Lu, Youzhao Yang
IEEE Transactions on Games, 2020
 A Novel Experience-based Exploration Method for Q-Learning
Bohong Yang, Hong Lu, Baogen Li, Zheng Zhang, Wenqiang Zhang
International Conference of Pioneering Computer Scientists, Engineering and Educators (ICPCSEE), China, Zhengzhou, Sep. 2018