Publications

Context-aware Coarse-to-fine Network for Single Image Desnowing

Yunrui Cheng, Hao Ren, Rui Zhang, and Hong Lu

Multimedia Tools and Applications

Fully Unsupervised Domain-Agnostic Image Retrieval

Ziqiang Zheng, Hao Ren, Yang Wu, Weichuan Zhang, Hong Lu, Yang Yang, and Heng Tao Shen

IEEE Transactions on Circuits and Systems for Video Technology

A Transferable Generative Framework for Multi-Label Zero-Shot Learning

Peirong Ma, Zhiquan He, Wu Ran, and Hong Lu

IEEE Transactions on Circuits and Systems for Video Technology

Instance-Aware Diffusion Implicit Process for Box-Based Instance Segmentation

Hao Ren, Xingson Liu, Junjian Huang, Ru Wan, Jian Pu, and Hong Lu

European Conference on Artificial Intelligence

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, and Hong Lu

IEEE Transactions on Circuits and Systems for Video Technology

Weakly-supervised Temporal Action Localization with Adaptive Clustering and Refining Network

Hao Ren, Wu Ran, Xingson Liu, Haoran Ren, Hong Lu, Rui Zhang, and Cheng Jin

IEEE International Conference on Multimedia and Expo

GSFormer: Geometric-Spatial Transformer on Point Cloud Completion

Yijun Long, Zhaoyu Chen, Hong Lu, and Wenqiang Zhang

IEEE International Conference on Multimedia and Expo

DaCo: Domain-Agnostic Contrastive Learning for Visual Place Recognition

Hao Ren, Ziqiang Zheng, Yang Wu, and Hong Lu

Applied Intelligence

Weakly-Supervised Temporal Action Localization with Regional Similarity Consistency

Haoran Ren, Hao Ren, Hong Lu, and Cheng Jin

International Conference on Multimedia Modeling

ACNet: Approaching-and-Centralizing Network for Zero-Shot Sketch-Based Image Retrieval

Hao Ren, Ziqiang Zheng, Yang Wu, Hong Lu, Yang Yang, Ying Shan, and Sai-Kit Yeung

IEEE Transactions on Circuits and Systems for Video Technology

TRNR: Task-Driven Image Rain and Noise Removal with a Few Images Based on Patch Analysis

Wu Ran, Bohong Yang, Peirong Ma, and Hong Lu

IEEE Transactions on Image Processing

Weakly-supervised Temporal Action Localization with Multi-head Cross-modal Attention

Hao Ren, Haoran Ren, Wu Ran, Hong Lu, and Cheng Jin

Pacific Rim International Conference on Artificial Intelligence

Compositional Coding Capsule Network with K-Means Routing for Text Classification

Hao Ren and Hong Lu

Pattern Recognition Letters

Semantic-Related Feature Generation for Generalized Zero-Shot Learning

Peirong Ma, Wu Ran, and Hong Lu

IEEE International Conference on Multimedia and Expo

Palpation Localization of Radial Artery Based on 3-Dimensional Convolutional Neural Networks

Qiliang Chen, Yulin Huang, Xing Zhu, Hong Lu, Zhongzhi Ji, Jiacheng Yang, and JingJing Luo

EURASIP Journal on Image and Video Processing

Energy-Guided Feature Fusion for Zero-Shot Sketch-Based Image Retrieval

Hao Ren, Ziqiang Zheng, and Hong Lu

Neural Processing Letters

RARN: A Real-Time Skeleton-based Action Recognition Network for Auxiliary Rehabilitation Therapy

Mengqi Shen and Hong Lu

IEEE International Symposium on Circuits and System

SFCN: Spoon Fully Convolutional Networks for Pulse Localization

Bohong Yang, Kai Meng, Hong Lu, Xing Zhu, and Jingjing Luo

IEEE International Symposium on Circuits and System

Hybrid Uncalibrated Near-light Photometric Stereo in Realistic Environment

Wu Ran, Xingsong Liu, Wang Feng, Hong Lu, Bohong Yang, Xing Zhu, and Jingjing Luo

IEEE International Symposium on Circuits and System

GAN-MVAE: A Discriminative Latent Feature Generation Framework for Generalized Zero-shot Learning

Peirong Ma, Hong Lu, Bohong Yang, and Wu Ran

Pattern Recognition Letters

Multi-Classes and Motion Properties for Concurrent Visual-SLAM in Dynamics Environments

Bohong Yang, Wu Ran, Lin Wang, Hong Lu, and Yi-Ping Phoebe Chen

IEEE Transactions on Multimedia

Multi-directional Convolution Networks with Spatial-temporal Feature Pyramid Module for Action Recognition

Bohong Yang, Zijian Wang, Wu Ran, Hong Lu, and Yi-Ping Phoebe Chen

IEEE International Conference on Acoustics, Speech and Signal Processing

A Fast and Efficient Network for Single Image Deraining

Youzhao Yang and Hong Lu

IEEE International Conference on Acoustics, Speech and Signal Processing

Pulse Localization Networks with Infrared Camera

Bohong Yang, Kai Meng, Hong Lu, Xinyao Nie, Guanhao Huang, Jingjing Luo, and Xing Zhu

ACM Multimedia Asia

Single Image Rain Removal Boosting via Directional Gradient

Wu Ran, Youzhao Yang, and Hong Lu

IEEE International Conference on Multimedia and Expo

RDDAN: A Residual Dense Dilated Aggregated Network for Single Image Deraining

Youzhao Yang, Wu Ran, and Hong Lu

IEEE International Conference on Multimedia and Expo

Learning the Game of Go by Scalable Network without Prior Knowledge of Komi

Bohong Yang, Lin Wang, Hong Lu, and Youzhao Yang

IEEE Transactions on Games

Learning Cognitive Map Representations for Navigation by Sensory-motor Integration

Dongye Zhao, Zheng Zhang, Hong Lu, Sen Cheng, Bailu Si, and Xisheng Feng

IEEE Transactions on Cybernetics

In-classroom Learning Analytics based on Student Behavior, Topic and Teching Characteristic Mining

Bohong Yang, Zeping Yao, Hong Lu, Yaqian Zhou, and Jinkai Xu

Pattern Recognitions Letters

L₀ Gradient Smoothing and Bimodal Histogram Analysis: A Robust Method for Sea-sky-line Detection

Jian Jiao, Hong Lu, Zijian Wang, Wenqiang Zhang and Lizhe Qi

ACM Multimedia Asia

Single Image Deraining via Recurrent Hierarchy Enhancement Network

Youzhao Yang and Hong Lu

ACM International Conference on Multimedia

A Survey on Natural Image Matting with Closed-Form Solutions

Xiaoqiang Li, Jide Li, and Hong Lu

IEEE Access

Single Image Deraining using a Recurrent Multi-Scale Aggregation and Enhancement Network

Youzhao Yang and Hong Lu

IEEE International Conference on Multimedia and Expo

Weakly Supervised Image Retrieval via Coarse-scale Feature Fusion and Multi-level Attention Blocks

Xinyao Nie, Hong Lu, Zijian Wang, Jingyuan Liu, and Zehua Guo

International Conference on Multimedia and Retrieval

Accurate Targeting in Robot-assisted TCM Pulse Diagnosis using Adaptive Sensor Fusion

Jingjing Luo, Chun Ouyang, Xiaokai Nie, Wenjie Yin, Hong Lu, and Yuzhu Guo

International Conference on Communication, Management and Information Technology

Deep Fashion Analysis with Feature Map Upsampling and Landmark-driven Attention

Jingyuan Liu and Hong Lu

European Conference on Computer Vision Workshop

Learning to Match using Siamese Network for Object Tracking

Chaopeng Li, Hong Lu, Jian Jiao, and Wenqiang Zhang

Pacific-Rim Conference on Multimedia

Handwritten Chinese Character Recognition Based on Domain-Specific Knowledge

Qian Liu, Danqing Wang, Hong Lu, and Chaopeng Li

Pacific-Rim Conference on Multimedia

A Novel Experience-based Exploration Method for Q-Learning

Bohong Yang, Hong Lu, Baogen Li, Zheng Zhang, and Wenqiang Zhang

International Conference of Pioneering Computer Scientists, Engineering and Educators

Automatic Facial Complexion Classification based on Mixture Model

Minjie Xu, Chunrong Guo, Yangyang Hu, Hong Lu, Xue Li, Fufeng Li, and Wenqiang Zhang

Pacific-Rim Conference on Multimedia

Fast Circular Object Localization and Pose Estimation for Robotic Bin Picking

Linyao Luo, Yanfei Luo, Hong Lu, Haowei Yuan, Xuehua Tang, and Wenqiang Zhang

Pacific-Rim Conference on Multimedia

Leveraging Composition of Object Regions for Aesthetics Assessment of Photographs

Hong Lu, Zeping Yao, Yunhan Bai, Zhibin Zhu, Bohong Yang, Lukun Chen, and Wenqiang Zhang

Pacific-Rim Conference on Multimedia

Robust Lip Segmentation Based on Complexion Mixture Models

Yangyang Hu, Hong Lu, Jinhua Cheng, Wenqiang Zhang, Fufeng Li, and Weifei Zhang

Pacific-Rim Conference on Multimedia

A FPGA Based High-speed Binocular Active Vision System for Tracking Circle-shaped Target

Zhengyang Du, Hong Lu, Haowei Yuan, Wenqiang Zhang, Chen Chen, and Kongye Xie

Pacific-Rim Conference on Multimedia

Teaching Video Analytics Based on Student Spatial and Temporal Behavior Mining

Jinxian Qin, Yaqian Zhou, Hong Lu, and Heqing Ya

International Conference on Multimedia Retrieval

A Novel Subpixel Curved Edge Localization Method

Zhengyang Du, Wenqiang Zhang, Jinxian Qin, Hong Lu, Zhong Chen, and Xidian Zheng

International Conference of Young Computer Scientists, Engineers and Educators

Leveraging Color Harmony and Spatial Context for Aesthetics Assessment of Photographs

Hong Lu, Jin Lin, Bohong Yang, Yiyi Chang, Yuefei　Guo, and Xiangyang Xue

Pacific-Rim Conference on Multimedia

Lip Segmentation Based on Facial Complexion Template

Chenyang Sun, Hong Lu, Wenqiang Zhang, Xiaoxin Qiu, Fufeng Li, and Hongkai Zhang

Pacific-Rim Conference on Multimedia

Intelligent Human Fall Detection for Home Surveillance

Hong Lu, Bohong Yang, Rui Zhao, Pengliang Qu, and Wenqiang Zhang

International Symposium on UbiCom Frontiers - Innovative Research, Systems and Technologies

Vision Based Mapping and Localization in Unknown Environment for Intelligent Mobile Robot

Xiaoxin Qiu, Hong Lu, Wenqiang Zhang, Yunhan Bai, and Qianzhong Fu

International Symposium on UbiCom Frontiers - Innovative Research, Systems and Technologies

An Adaptive Query Prototype Modeling Method for Image Search Reranking

Hong Lu, Guobao Jiang, Bohong Yang, and Xiangyang Xue

IEEE International Conference on Computer Vision Workshop

Basic Evaluation of Auditory Temporal Stability (BEATS): A Novel Rationale and Implementation

Zhuohong Cai, Robert J. Ellis, Zhiyan Duan, Hong Lu, and Ye Wang

International Society for Music Information Retrieval Conference

A Segmentation and Graph-based Video Sequence Matching Method for Video Copy Detection

Hong Liu, Hong Lu, and Xiangyang Xue

IEEE Transactions on Knowledge and Data Engineering

Leveraging Exemplar and Saliency Model for Image Search Reranking

Hong Lu, Kai Chen, Guobao Jiang, Renzhong Wei, and Xiangyang Xue

Pacific-Rim Conference on Multimedia

A Novel and Adaptive Method for Image Search Reranking

Hong Lu, Guobao Jiang, Zhuohong Cai, and Xiangyang Xue

International Forum of Digital TV & Wireless Multimedia Communication

An Adaptive and Link-Based Method for Video Scene Clustering and Visualization

Hong Lu, Kai Chen, Yingbin Zheng, Zhuohong Cai, and Xiangyang Xue

Pacific-Rim Conference on Multimedia

Gradient Ordinal Signature and Fixed-point Embedding for Efficient Near-duplicate Video Detection

Hong Liu, Hong Lu, Zhaohui Wen, and Xiangyang Xue

IEEE Transactions on Circuits and Systems for Video Technology

Level Influence of Spatial Pyramid Matching in Object Classification

Hong Lu, Renzhong Wei, Yanran Shen, and Xiangyang Xue

ACM International Conference on Multimedia

Refining Local Descriptors by Embedding Semantic Information for Visual Categorization

Yingbin Zheng, Renzhong Wei, Hong Lu, and Xiangyang Xue

ACM International Conference on Multimedia

Salient Object Detection using Concavity Context

Yao Lu, Wei Zhang, Hong Lu, and Xiangyang Xue

IEEE International Conference on Computer Vision

Real-time, Adaptive, and Locality-Based Graph Partitioning Method for Video Scene Clustering

Hong Lu, Yap-Peng Tan, and Xiangyang Xue

IEEE Transactions on Circuits and Systems for Video Technology

Semantic Video Indexing by Fusing Explicit and Implicit Context Spaces

Yingbin Zheng, Renzhong Wei, Hong Lu, and Xiangyang Xue

ACM International Conference on Multimedia

SVD-SIFT for Web Near-Duplicate Image Detection

Hong Liu, Hong Lu, and Xiangyang Xue

IEEE International Conference on Image Processing

How Context Helps: A Discriminative Codeword Selection Method for Object Detection

Renzhong Wei, Hong Lu, Yingbin Zheng, Lei Cen, Cheng Jin, Xiangyang Xue, and Weiguo Wu

IEEE International Conference on Image Processing

Optimization on Motion Estimation and DSP Algorithm Based on AVS Encoding

Ying Liu, Rui Zhang, Hong Lu, and Man Wang

Pacific-Rim Conference on Multimedia

An Effective Method for Video Genre Classification

Jian-Feng Chen, Hong Lu, Renzhong Wei, Cheng Jin, and Xiangyang Xue

International Conference on Image and Video Retrieval

Incorporating Spatial Correlogram into Bag-of-Features Model for Scene Categorization

Yingbin Zheng, Hong Lu, Cheng Jin, and Xiangyang Xue

Asian Conference on Computer Vision

Content and Context-Based Multi-Label Image Annotation

Hong Lu, Yingbin Zheng, Xiangyang Xue, and Yuejie Zhang

International Conference on Computer Vision and Pattern Recognition Workshop

Scene Segmentation Based on Video Structure and Spectral Methods

Zhenyuan Zhang, Bin Li, Hong Lu, and Xiangyang Xue

International Conference on Control, Automation, Robotics and Vision

Detecting Interesting Regions in Photographs – How Metadata Can Help

Zhong Li, Hong Lu, Xiangyang Xue, and Jianping Fan

Pacific-Rim Conference on Multimedia

Metric Learning by Discriminant Neighborhood Embedding

Wei Zhang, Xiangyang Xue, Zichen Sun, Hong Lu, and Yue-Fei Guo

Pattern recognition

The Design of Video Segmentation-aided VCR Support for P2P VoD Systems

Xin Wang, Changyi Zheng, Zhenyuan Zhang, Hong Lu, and Xiangyang Xue

IEEE Transactions on Consumer Electronics

Multilayer In-place Learning Networks for Modeling Functional Layers in the Laminar Cortex

Juyang Weng, Tianyu Luwang, Hong Lu, and Xiangyang Xue

Neural Networks

Local Dual Closed Loop Model and Trajectory Analysis based Bayesian Face Tracking

Dan Yao, Hong Lu, Xiangyang Xue, and Zhongyi Zhou

Pacific-Rim Conference on Multimedia

Efficient Feature Extraction for Image Classification

Wei Zhang, Xiangyang Xue, Zichen Sun, Yuefei Guo, Mingmin Chi, and Hong Lu

IEEE International Conference on Computer Vision

Semantic Information Extraction of Video Based on Ontology and Inference

Jie Ma, Jing Zhang, Hong Lu, and Xiangyang Xue

International Conference on Semantic Computing

The Multilayer In-Place Learning Network for the Development of General Invariances and Multi-Task Learning

Juyang Weng, Tianyu Luwang, Hong Lu, and Xiangyang Xue

International Joint Conference on Neural Networks

Optimal Dimensionality of Metric Space for Classification

Wei Zhang, Xiangyang Xue, Zichen Sun, Yuefei Guo, and Hong Lu

International Conference on Machine Learning

Hierarchical Indexing Structure for Efficient Similarity Search in Video Retrieval

Hong Lu, Beng Chin Ooi, Heng Tao Shen, and Xiangyang Xue

IEEE Transactions on Knowledge and Data Engineering

Null Foley–Sammon Transform

Yue-Fei Guo, Lide Wu, Hong Lu, Zhe Feng, and Xiangyang Xue

Pattern Recognition

Discriminant Neighborhood Embedding for Classification

Wei Zhang, Xiangyang Xue, Hong Lu, and Yuefei Guo

Pattern Recognition

An Effective Post-Refinement Method for Shot Boundary Detection

Hong Lu and Yap-Peng Tan

IEEE Transactions on Circuits and Systems for Video Technology

Shot Boundary Classification by Temporal Pattern Discovery from Laplacian Eigenmap

Linjun Yang, Hong Lu, Bei Wang, Xiangyang Xue, and Yap-Peng Tan

IEEE Electronics Letters

Enhanced Shot Boundary Detection Using Video Text Information

Liuhong Liang, Yang Liu, Hong Lu, Xiangyang Xue, and Yap-Peng Tan

IEEE Transactions on Consumer Electronics

Effective Shot Boundary Classification Using Video Spatial-Temporal Information

Hong Lu, Bei Wang, Xiangyang Xue, and Yap-Peng Tan

IEEE International Symposium on Circuits and Systems

Program Segmentation for TV Videos

Liuhong Liang, Hong Lu, Xiangyang Xue, and Yap-Peng Tan

IEEE International Symposium on Circuits and Systems

Efficient Rate Control for MPEG-2 to H.264/AVC Transcoding

You-Neng Xiao, Hong Lu, Xiangyang Xue, Viet-Anh Nguyen, and Yap-Peng Tan

IEEE International Symposium on Circuits and Systems

Video Scene Segmentation Using Sequential Change Detection

Zhenyan Li, Hong Lu, and Yap-Peng Tan

Pacific-Rim Conference on Multimedia

Shot Boundary Detection using Unsupervised Clustering and Hypothesis Testing

Hong Lu, Yap-Peng Tan, Xiangyang Xue, and Lide Wu

International Conference on Communications, Circuits, and Systems

Video Segmentation Based on Sequential Change Detection

Zhenyan Li, Hong Lu, and Yap-Peng Tan

IEEE International Conference on Multimedia and Expo

Model-based Video Scene Clustering with Noise Analysis

Hong Lu, Zhenyan Li, and Yap-Peng Tan

IEEE International Symposium on Circuits and Systems

Unsupervised Clustering of Dominant Scenes in Sports Video

Hong Lu and Yap-Peng Tan

Pattern Recognition Letters

Modified Kolmogorov-Smirnov Metric for Shot Boundary Detection

Yap-Peng Tan, Jayaratchagan Nagamani, and Hong Lu

IEE Electronics Letters

Video Scene Clustering by Graph Partitioning

Yap-Peng Tan and Hong Lu

IEE Electronics Letters