杨阳｜西南财经大学｜学者主页

2026

基于深度学习的视频人体行为识别研究进展

孙德刚，白入文，李敏，孟博，李凌涵，杨阳，姜淼，任俊星，李风发，黄子豪

《信息安全学报》

2025

基于深度学习的RGB-D图像显著性目标检测前沿进展

黄年昌，杨阳，张强，韩军功

《计算机学报》

2025

一种基于OpenCV的图像检索系统的设计与实现

杨阳

《软件》

2024

基于弹幕的动态用户画像研究——以在线教育场景为例

余维杰，史瑜君，周晟欣，杨阳

《情报科学》，Vol. 42, No. 3

下载原文

2024

基于增强负例多粒度区分模型的视频动作识别研究

刘良振，杨阳，夏莹杰，邝砾

《通信学报》

2024

Convolution-transformer blend pyramid network for underwater image enhancement

Lunpeng Ma, Dongyang Hong, Shibai Yin, Wanqiu Deng, Yang Yang, Yee‐Hong Yang

Journal of Visual Communication and Image Representation

DOI

2023

Focusing on Relevant Responses for Multi-Modal Rumor Detection

Jun Yu Li, Yi Bin, Liang Peng, Yang Yang, Yangyang Li, Hao Jin, Zi-Yan Huang

IEEE Transactions on Knowledge and Data Engineering

DOI

2023

Learning a Deep Color Difference Metric for Photographic Images

Haoyu Chen, Zhihua Wang, Yang Yang, Qilin Sun, Ke-De Ma

Computer Vision and Pattern Recognition

DOI

2022

融合弹幕内容特征与行为特征的用户画像研究——以B站教学类视频为例

杨阳，余维杰

《情报科学》，Vol. 40, No. 12

下载原文

2022

A Database of Visual Color Differences of Modern Smartphone Photography

Keshuo Xu, Zhihua Wang, Yang Yang, J. Dong, Lihao Xu, Yuming Fang, Ke-De Ma

International Conference on Information Photonics

DOI

2022

Measuring Perceptual Color Differences of Smartphone Photographs

Zhihua Wang, Keshuo Xu, Yang Yang, J. Dong, Shu-Hang Gu, Lihao Xu, Yuming Fang, Ke-De Ma

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2022

Image captioning with residual swin transformer and Actor-Critic

Zhi-Bo Zhou, Yang Yang, Zhoujun Li, Xiao-Ming Zhang, Fei-Ran Huang

Neural computing & applications (Print)

DOI

2022

星际争霸图像序列的群体行为识别研究

白江波，杨阳，张文生

《计算》

2021

Arbitrary-View Human Action Recognition: A Varying-View RGB-D Action Dataset

Yanli Ji, Yang Yang, Fu-Min Shen, Heng Shen, Wei-Shi Zheng

IEEE transactions on circuits and systems for video technology (Print)

DOI

2021

基于特征变换的图像检索对抗防御

徐行，孙嘉良，汪政，杨阳

《计算机科学》

2020

Interpretable Signed Link Prediction With Signed Infomax Hyperbolic Graph

Yadan Luo, Zi Huang, Hong-Xu Chen, Yang Yang, Hong-Zhi Yin, Mahsa Baktashmotlagh

IEEE Transactions on Knowledge and Data Engineering

DOI

2020

Boundary Content Graph Neural Network for Temporal Action Proposal Generation

Yu Bai, Ying-Ying Wang, Yun-Hai Tong, Yang Yang, Qiyue Liu, Junhui Liu

European Conference on Computer Vision

DOI

2020

Bidirectional Discrete Matrix Factorization Hashing for Image Search

Shiyuan He, Bokun Wang, Zheng Wang, Yang Yang, Fu-Min Shen, Zi Huang, Heng Shen

IEEE Transactions on Cybernetics

DOI

2019

Snap and Find: Deep Discrete Cross-domain Garment Image Retrieval

Yadan Luo, Ziwei Wang, Zi Huang, Yang Yang, Huimin Lu

arXiv.org

2019

Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks

Yadan Luo, Zi Huang, Zheng Zhang, Ziwei Wang, Mahsa Baktashmotlagh, Yang Yang

AAAI Conference on Artificial Intelligence

DOI

2019

Cross-modal supervised learning for better acoustic representations

Shaoyong Jia, Xin Shu, Yang Yang, Da-Wei Liang, Qiyue Liu, Junhui Liu

arXiv.org

2019

Attention Transfer (ANT) Network for View-invariant Action Recognition

Yanli Ji, Feixiang Xu, Yang Yang, Ning Xie, Heng Shen, T. Harada

ACM Multimedia

DOI

2019

Cross-domain facial expression recognition via an intra-category common feature and inter-category Distinction feature fusion network

Yanli Ji, Yuhan Hu, Yang Yang, Fu-Min Shen, Heng Shen

Neurocomputing

DOI

2019

Alleviating Feature Confusion for Generative Zero-shot Learning

Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Yang Yang, Zi Huang

ACM Multimedia

DOI

2019

Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking

Tan Wang, Xing Xu, Yang Yang, A. Hanjalic, Heng Shen, Jing-Kuan Song

ACM Multimedia

DOI

2019

Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation

Yadan Luo, Zi Huang, Zheng Zhang, Ziwei Wang, Jingjing Li, Yang Yang

ACM Multimedia

DOI

2019

CRA-Net: Composed Relation Attention Network for Visual Question Answering

Liang Peng, Yang Yang, Zheng Wang, Xiao Wu, Zi Huang

ACM Multimedia

DOI

2019

基于智能视频分析的人流量态势感知方法研究

李敏，杨阳，王钤，孟博，李凌寒，白入文，杜虹

《信息安全研究》

2018

Video-based Person Re-identification via Self-Paced Learning and Deep Reinforcement Learning Framework

Deqiang Ouyang, Jie Shao, Yonghui Zhang, Yang Yang, Heng Shen

ACM Multimedia

DOI

2018

Recurrent attention network using spatial-temporal relations for action recognition

Mingxing Zhang, Yang Yang, Yanli Ji, Ning Xie, Fu-Min Shen

Signal Processing

DOI

2018

Semantic binary coding for visual recognition via joint concept-attribute modelling

Xing Xu, Haiping Wu, Yang Yang, Fu-Min Shen, Ning Xie, Yanli Ji

Multimedia tools and applications

DOI

2018

Robust discrete code modeling for supervised hashing

Yadan Luo, Yang Yang, Fu-Min Shen, Zi Huang, Pan Zhou, Heng Shen

Pattern Recognition

DOI

2018

Coarse-to-Fine Annotation Enrichment for Semantic Segmentation Learning

Yadan Luo, Ziwei Wang, Zi Huang, Yang Yang, Cong Zhao

International Conference on Information and Knowledge Management

DOI

2018

Index and Retrieve Multimedia Data: Cross-Modal Hashing by Learning Subspace Relation

Luchen Liu, Yang Yang, M. Hu, Xing Xu, Fu-Min Shen, Ning Xie, Zi Huang

International Conference on Database Systems for Advanced Applications

DOI

2018

Word-to-region attention network for visual question answering

Liang Peng, Yang Yang, Yi Bin, Ning Xie, Fu-Min Shen, Yanli Ji, Xing Xu

Multimedia tools and applications

DOI

2018

Hierarchical topology based hand pose estimation from a single depth image

Yanli Ji, Haoxin Li, Yang Yang, Shuying Li

Multimedia tools and applications

DOI

2018

Domain Invariant Subspace Learning for Cross-Modal Retrieval

Chenlu Liu, Xing Xu, Yang Yang, Hui-Min Lu, Fu-Min Shen, Yanli Ji

Conference on Multimedia Modeling

DOI

2018

A Large-scale RGB-D Database for Arbitrary-view Human Action Recognition

Yanli Ji, Feixiang Xu, Yang Yang, Fu-Min Shen, Heng Shen, Wei-Shi Zheng

ACM Multimedia

DOI

2018

Modal-adversarial Semantic Learning Network for Extendable Cross-modal Retrieval

Xing Xu, Jing-Kuan Song, Hui-Min Lu, Yang Yang, Fu-Min Shen, Zi Huang

International Conference on Multimedia Retrieval

DOI

2018

Embedding and predicting the event at early stage

Zhiwei Liu, Yang Yang, Zi Huang, Fu-Min Shen, Dongxiang Zhang, Heng Shen

World wide web (Bussum)

DOI

2018

One-shot learning based pattern transition map for action early recognition

Yanli Ji, Yang Yang, Xing Xu, Heng Shen

Signal Processing

DOI

2018

Dual Learning for Visual Question Generation

Xing Xu, Jing-Kuan Song, Hui-Min Lu, Li He, Yang Yang, Fu-Min Shen

IEEE International Conference on Multimedia and Expo

DOI

2018

Collaborative Learning for Extremely Low Bit Asymmetric Hashing

Yadan Luo, Zi Huang, Y. Li, Fu-Min Shen, Yang Yang, Peng Cui

IEEE Transactions on Knowledge and Data Engineering

DOI

2018

Visual Spatial Attention Network for Relationship Detection

Chaojun Han, Fu-Min Shen, Li Liu, Yang Yang, Heng Shen

ACM Multimedia

DOI

2017

One-Step Spectral Clustering via Dynamically Learning Affinity Matrix and Subspace

Xiao-Feng Zhu, W. He, Yong-Gang Li, Yang Yang, Shi-Chao Zhang, Rongyao Hu, Yonghua Zhu

AAAI Conference on Artificial Intelligence

DOI

2017

Unsupervised cross-modal retrieval through adversarial learning

Li He, Xing Xu, Hui-Min Lu, Yang Yang, Fu-Min Shen, Heng Shen

IEEE International Conference on Multimedia and Expo

DOI

2017

Zero-shot learning via discriminative representation extraction

Teng Long, Xing Xu, Fu-Min Shen, Li Liu, Ning Xie, Yang Yang

Pattern Recognition Letters

DOI

2017

Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot Learning

Xing Xu, Fu-Min Shen, Yang Yang, Dongxiang Zhang, Heng Shen, Jing-Kuan Song

Computer Vision and Pattern Recognition

DOI

2017

Learning binary codes with local and inner data structure

Shiyuan He, Guo Ye, M. Hu, Yang Yang, Fu-Min Shen, Heng Shen, Xue-Long Li

Neurocomputing

DOI

2017

Supervised hashing with adaptive discrete optimization for multimedia retrieval

Si-Cheng Chen, Fu-Min Shen, Yang Yang, Xing Xu, Jing-Kuan Song

Neurocomputing

DOI

2017

Asymmetric Binary Coding for Image Search

Fu-Min Shen, Yang Yang, Li Liu, W. Liu, D. Tao, Heng Shen

IEEE transactions on multimedia

DOI

2017

Special issue on “visual semantic analysis with weak supervision”

Lu-Ming Zhang, Yang Yang, R. Ji, Roger Zimmermann

Multimedia Systems

DOI

2017

A Deep Approach for Multi-modal User Attribute Modeling

Xiu Huang, Zihao Yang, Yang Yang, Fu-Min Shen, Ning Xie, Heng Shen

Australasian Database Conference

DOI

2017

Adaptively Attending to Visual Attributes and Linguistic Knowledge for Captioning

Yi Bin, Yang Yang, Jie Zhou, Zi Huang, Heng Shen

ACM Multimedia

DOI

2017

CFM@MediaEval 2017 Retrieving Diverse Social Images Task via Re-ranking and Hierarchical Clustering

Liang Peng, Yi Bin, Xiyao Fu, Jie Zhou, Yang Yang, Heng Shen

MediaEval Benchmarking Initiative for Multimedia Evaluation

2017

POI Popularity Prediction via Hierarchical Fusion of Multiple Social Clues

Yaqian Duan, Xinze Wang, Yang Yang, Zi Huang, Ning Xie, Heng Shen

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2017

Adversarial Cross-Modal Retrieval

Bokun Wang, Yang Yang, Xing Xu, A. Hanjalic, Heng Shen

ACM Multimedia

DOI

2017

BMC@MediaEval 2017 Multimedia Satellite Task via Regression Random Forest

Xiyao Fu, Yi Bin, Liang Peng, Jie Zhou, Yang Yang, Heng Shen

MediaEval Benchmarking Initiative for Multimedia Evaluation

2017

Captioning Videos Using Large-Scale Image Corpus

Xiaojie Du, Yang Yang, Liu Yang, Fu-Min Shen, Zhiguang Qin, Jin-Hui Tang

Journal of Computational Science and Technology

DOI

2017

Jointly Modeling Static Visual Appearance and Temporal Pattern for Unsupervised Video Hashing

C. Li, Yang Yang, Jiewei Cao, Zi Huang

International Conference on Information and Knowledge Management

DOI

2017

Transductive Visual-Semantic Embedding for Zero-shot Learning

Xing Xu, Fu-Min Shen, Yang Yang, Jie Shao, Zi Huang

International Conference on Multimedia Retrieval

DOI

2017

Asymmetric sparse hashing

Xin Gao, Fu-Min Shen, Yang Yang, Xing Xu, Han-Xi Li, Heng Shen

IEEE International Conference on Multimedia and Expo

DOI

2017

Event Early Embedding: Predicting Event Volume Dynamics at Early Stage

Zhiwei Liu, Yang Yang, Zi Huang, Fu-Min Shen, Dongxiang Zhang, Heng Shen

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2017

Attribute hashing for zero-shot image retrieval

Yahui Xu, Yang Yang, Fu-Min Shen, Xing Xu, Yuxuan Zhou, Heng Shen

IEEE International Conference on Multimedia and Expo

DOI

2017

Classification by Retrieval: Binarizing Data and Classifiers

Fu-Min Shen, Ya-Dong Mu, Yang Yang, W. Liu, Li Liu, Jing-Kuan Song, Heng Shen

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2017

Deep Semantic Indexing Using Convolutional Localization Network with Region-Based Visual Attention for Image Database

Mingxing Zhang, Yang Yang, Hanwang Zhang, Yanli Ji, Ning Xie, Heng Shen

Australasian Database Conference

DOI

2017

Editorial: Good practices in multimedia modeling

Yang Yang, Richang Hong, B. Huet, Heng Shen

Neurocomputing

DOI

2017

Exploiting Concept Correlation with Attributes for Semantic Binary Representation Learning

Haiping Wu, Yang Yang, Xing Xu, Fu-Min Shen, Ning Xie, Yanli Ji

International Conference on Internet Multimedia Computing and Service

DOI

2017

Efficient Supervised Hashing via Exploring Local and Inner Data Structure

Shiyuan He, Guo Ye, M. Hu, Yang Yang, Fu-Min Shen, Heng Shen, Xue-Long Li

Australasian Database Conference

DOI

2017

Deep Asymmetric Pairwise Hashing

Fu-Min Shen, Xin Gao, Li Liu, Yang Yang, Heng Shen

ACM Multimedia

DOI

2017

Discrete Nonnegative Spectral Clustering

Yang Yang, Fu-Min Shen, Zi Huang, Heng Shen, Xue-Long Li

IEEE Transactions on Knowledge and Data Engineering

DOI

2017

Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval

Ruicong Xu, Yang Yang, Fu-Min Shen, Ning Xie, Heng Shen

ACM Multimedia

DOI

2017

基于卷积特征的核相关自适应目标跟踪

王守义，周海英，杨阳

《中国图象图形学报》

2016

Cross-modal Retrieval with Label Completion

Xing Xu, Fu-Min Shen, Yang Yang, Heng Shen, Li He, Jing-Kuan Song

ACM Multimedia

DOI

2016

Detecting Densely Distributed Graph Patterns for Fine-Grained Image Categorization

Lu-Ming Zhang, Yang Yang, Meng Wang, Richang Hong, Li-Qiang Nie, Xue-Long Li

IEEE Transactions on Image Processing

DOI

2016

Binary code learning via optimal class representations

Xiaoping Zhou, Fu-Min Shen, Yang Yang, Guang-Wei Gao, Yuan Wang

Neurocomputing

DOI

2016

Learning Binary Codes and Binary Weights for Efficient Classification

Fu-Min Shen, Ya-Dong Mu, W. Liu, Yang Yang, Heng Shen

arXiv.org

2016

Face recognition using linear representation ensembles

Han-Xi Li, Fu-Min Shen, Chunhua Shen, Yang Yang, Yong-Sheng Gao

Pattern Recognition

DOI

2016

Bidirectional Long-Short Term Memory for Video Description

Yi Bin, Yang Yang, Zi Huang, Fu-Min Shen, Xing Xu, Heng Shen

ACM Multimedia

DOI

2016

Zero-Shot Hashing via Transferring Supervised Knowledge

Yang Yang, Yadan Luo, Weilun Chen, Fu-Min Shen, Jie Shao, Heng Shen

ACM Multimedia

DOI

2016

Deep Fusion of Multiple Semantic Cues for Complex Event Recognition

Xishan Zhang, Hanwang Zhang, Yongdong Zhang, Yang Yang, Meng Wang, Huan-Bo Luan, Jin-Tao Li, Tat-Seng Chua

IEEE Transactions on Image Processing

DOI

2016

Discriminant Cross-modal Hashing

Xing Xu, Fu-Min Shen, Yang Yang, Heng Shen

International Conference on Multimedia Retrieval

DOI

2016

Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering

Hao Liu, Yang Yang, Fu-Min Shen, Li-Xin Duan, Heng Shen

arXiv.org

2016

A Unified Framework for Discrete Spectral Clustering

Yang Yang, Fu-Min Shen, Zi Huang, Heng Shen

International Joint Conference on Artificial Intelligence

2016

A Fast Optimization Method for General Binary Code Learning

Fu-Min Shen, Xiaoping Zhou, Yang Yang, Jing-Kuan Song, Heng Shen, D. Tao

IEEE Transactions on Image Processing

DOI

2016

Combining multi-representation for multimedia event detection using co-training

Yi Bin, Yang Yang, Fu-Min Shen, Xing Xu

Neurocomputing

DOI

2016

Binary representation learning in computer vision

Fu-Min Shen, Hanwang Zhang, Yang Yang

Neurocomputing

DOI

2016

Dynamic User Attribute Discovery on Social Media

Xiu Huang, Yang Yang, Yue Hu, Fu-Min Shen, Jie Shao

Asia-Pacific Web Conference

DOI

2016

Face identification with second-order pooling in single-layer networks

Fu-Min Shen, Yang Yang, Xiaoping Zhou, Xiang-Long Liu, Jie Shao

Neurocomputing

DOI

2016

基于时序深度置信网络的在线人体动作识别

周风余，尹建芹，杨阳，张海婷，袁宪锋

《自动化学报》

DOI

2015

What are Popular: Exploring Twitter Features for Event Detection, Tracking and Visualization

Hong-Yun Cai, Yang Yang, Xuefei Li, Zi Huang

ACM Multimedia

DOI

2015

Visual Coding in a Semantic Hierarchy

Yang Yang, Hanwang Zhang, Mingxing Zhang, Fu-Min Shen, Xue-Long Li

ACM Multimedia

DOI

2015

Robust Multiview Feature Learning for RGB-D Image Understanding

Zheng-Jun Zha, Yang Yang, Jin-Hui Tang, Meng Wang, Tat-Seng Chua

ACM Transactions on Intelligent Systems and Technology

DOI

2015

Multimedia Summarization for Social Events in Microblog Stream

Jingwen Bian, Yang Yang, Hanwang Zhang, Tat-Seng Chua

IEEE transactions on multimedia

DOI

2015

Multimedia Social Event Detection in Microblog

Yue Gao, Si-Cheng Zhao, Yang Yang, Tat-Seng Chua

Conference on Multimedia Modeling

DOI

2015

Social event identification and ranking on flickr

Xuefei Li, Hong-Yun Cai, Zi Huang, Yang Yang, Xiao-Fang Zhou

World wide web (Bussum)

DOI

2015

Tag Features for Geo-Aware Image Classification

Shuai Liao, Xirong Li, Heng Shen, Yang Yang, Xiao-Yong Du

IEEE transactions on multimedia

DOI

2015

Enhancing Video Event Recognition Using Automatically Constructed Semantic-Visual Knowledge Base

Xishan Zhang, Yang Yang, Yongdong Zhang, Huan-Bo Luan, Jin-Tao Li, Hanwang Zhang, Tat-Seng Chua

IEEE transactions on multimedia

DOI

2015

Learning Features from Large-Scale, Noisy and Social Image-Tag Collection

Hanwang Zhang, Xin-Di Shang, Huan-Bo Luan, Yang Yang, Tat-Seng Chua

ACM Multimedia

DOI

2015

Learning Visual Semantic Relationships for Efficient Visual Retrieval

Richang Hong, Yang Yang, Meng Wang, Xian-Sheng Hua

IEEE Transactions on Big Data

DOI

2015

Compact Image Fingerprint Via Multiple Kernel Hashing

Fuhao Zou, Yunpeng Chen, Jing-Kuan Song, Ke Zhou, Yang Yang, N. Sebe

IEEE transactions on multimedia

DOI

2015

Multitask Spectral Clustering by Exploring Intertask Correlation

Yang Yang, Zhigang Ma, Yi Yang, F. Nie, Heng Shen

IEEE Transactions on Cybernetics

DOI

2015

Learning for visual semantic understanding in big data

Yang Yang, Lu-Ming Zhang, Yi Zhen, R. Ji

Neurocomputing

DOI

2015

Supervised feature learning via l2-norm regularized logistic regression for 3D object recognition

Fuhao Zou, Yunfei Wang, Yang Yang, Ke Zhou, Yunpeng Chen, Jing-Kuan Song

Neurocomputing

DOI

2015

Spatial-aware Multimodal Location Estimation for Social Images

Jiewei Cao, Zi Huang, Yang Yang

ACM Multimedia

DOI

2015

Multi-view Semi-supervised Learning for Web Image Annotation

M. Hu, Yang Yang, Hanwang Zhang, Fu-Min Shen, Jie Shao, Fuhao Zou

ACM Multimedia

DOI

2015

Learning Binary Codes for Maximum Inner Product Search

Fu-Min Shen, W. Liu, Shaoting Zhang, Yang Yang, Heng Shen

IEEE International Conference on Computer Vision

DOI

2015

基于Dropout深度网络的两步图像标注算法

杨阳，张文生，杨雪冰

《计算机科学与探索》

2015

基于深度学习的图像自动标注算法

杨阳，张文生

《数据采集与处理》

2014

Image Tagging with Social Assistance

Yang Yang, Yue Gao, Hanwang Zhang, Jie Shao, Tat-Seng Chua

International Conference on Multimedia Retrieval

DOI

2014

Predicting trending messages and diffusion participants in microblogging network

Jingwen Bian, Yang Yang, Tat-Seng Chua

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2014

Robust (Semi) Nonnegative Graph Embedding

Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shui-Cheng Yan, Tat-Seng Chua

IEEE Transactions on Image Processing

DOI

2014

Robust Hashing With Local Models for Approximate Similarity Search

Jing-Kuan Song, Yi Yang, Xue-Long Li, Zi Huang, Yang Yang

IEEE Transactions on Cybernetics

DOI

2014

Attribute-Augmented Semantic Hierarchy: Towards a Unified Framework for Content-Based Image Retrieval

Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shui-Cheng Yan, Yue Gao, Tat-Seng Chua

TOMM

DOI

2014

Face image classification by pooling raw features

Fu-Min Shen, Chunhua Shen, Xiang Zhou, Yang Yang, Heng Shen

Pattern Recognition

DOI

2014

On the Influence Propagation of Web Videos

Jiajun Liu, Yi Yang, Zi Huang, Yang Yang, Heng Shen

IEEE Transactions on Knowledge and Data Engineering

DOI

2014

Exploiting Web Images for Semantic Video Indexing Via Robust Sample-Specific Loss

Yang Yang, Zheng-Jun Zha, Yue Gao, Xiaofeng Zhu, Tat-Seng Chua

IEEE transactions on multimedia

DOI

2014

Start from Scratch: Towards Automatically Identifying, Modeling, and Naming Visual Attributes

Hanwang Zhang, Yang Yang, Huan-Bo Luan, Shui-Cheng Yan, Tat-Seng Chua

ACM Multimedia

DOI

2014

One of a Kind: User Profiling by Social Curation

Xue Geng, Hanwang Zhang, Zheng Song, Yang Yang, Huan-Bo Luan, Tat-Seng Chua

ACM Multimedia

DOI

2014

UQ-DKE's Participation at MediaEval 2014 Placing Task

Jiewei Cao, Zi Huang, Yang Yang, Heng Shen

MediaEval Benchmarking Initiative for Multimedia Evaluation

2014

EventEye: Monitoring Evolving Events from Tweet Streams

Hong-Yun Cai, Zhongxian Tang, Yang Yang, Zi Huang

ACM Multimedia

DOI

2014

基于稀疏表示的近邻传播聚类算法

胡晨晓，邹显春，陈武，杨阳

《西南大学学报(自然科学版)》

2013

Multimedia summarization for trending topics in microblogs

Jingwen Bian, Yang Yang, Tat-Seng Chua

International Conference on Information and Knowledge Management

DOI

2013

Local image tagging via graph regularized joint group sparsity

Yang Yang, Zi Huang, Yi Yang, Jiajun Liu, Heng Shen, Jiebo Luo

Pattern Recognition

DOI

2013

Inter-media hashing for large-scale retrieval from heterogeneous data sources

Jing-Kuan Song, Yang Yang, Yi Yang, Zi-Liang Huang, Heng Shen

ACM SIGMOD Conference

DOI

2013

Imagilar: A Real-Time Image Similarity Search System on Mobile Platform

Bicheng Luo, Zi Huang, Hong-Yun Cai, Yang Yang

WISE

DOI

2013

Discriminative Nonnegative Spectral Clustering with Out-of-Sample Extension

Yang Yang, Yi Yang, Heng Shen, Yan-Chun Zhang, Xiao-Yong Du, Xiaofang Zhou

IEEE Transactions on Knowledge and Data Engineering

DOI

2013

Effective transfer tagging from image to video

Yang Yang, Yi Yang, Heng Shen

TOMCCAP

DOI

2013

Robust Semantic Video Indexing by Harvesting Web Images

Yang Yang, Zheng-Jun Zha, Heng Shen, Tat-Seng Chua

Conference on Multimedia Modeling

DOI

2013

Spatio-temporal Event Modeling and Ranking

Xuefei Li, Hong-Yun Cai, Zi Huang, Yang Yang, Xiao-Fang Zhou

WISE

DOI

2013

Self-taught dimensionality reduction on the high-dimensional small-sized data

Xiaofeng Zhu, Zi Huang, Yang Yang, Heng Shen, Chang-Sheng Xu, Jiebo Luo

Pattern Recognition

DOI

2013

Attribute-augmented semantic hierarchy: towards bridging semantic gap and intention gap in image retrieval

Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shui-Cheng Yan, Yue Gao, Tat-Seng Chua

ACM Multimedia

DOI

2012

Automatic tagging by exploring tag information capability and correlation

Xiao-Ming Zhang, Zi Huang, Heng Shen, Yang Yang, Zhou-Jun Li

World wide web (Bussum)

DOI

2012

Robust cross-media transfer for visual event detection

Yang Yang, Yi Yang, Zi Huang, Jiajun Liu, Zhigang Ma

ACM Multimedia

DOI

2012

基于组合特征的图像检索方法仿真研究

时兵，杨阳，吴琼，时庆涛

《计算机仿真》

2012

联合特征在行人检测中的应用

杨阳，杨静宇

《中国图象图形学报》

2011

Transfer tagging from image to video

Yang Yang, Yi Yang, Zi Huang, Heng Shen

ACM Multimedia

DOI

2011

Mining multi-tag association for image tagging

Yang Yang, Zi Huang, Heng Shen, Xiao-Fang Zhou

World wide web (Bussum)

DOI

2011

Tag localization with spatial correlations and joint group sparsity

Yang Yang, Yi Yang, Zi Huang, Heng Shen, F. Nie

Computer Vision and Pattern Recognition

DOI

2009

唇读应用中唇部信息的定位跟踪与特征提取技术研究

杨阳

《吉林大学》

精选作品

期刊论文

基于深度学习的视频人体行为识别研究进展

基于深度学习的RGB-D图像显著性目标检测前沿进展

一种基于OpenCV的图像检索系统的设计与实现

基于弹幕的动态用户画像研究——以在线教育场景为例

基于增强负例多粒度区分模型的视频动作识别研究

Convolution-transformer blend pyramid network for underwater image enhancement

Focusing on Relevant Responses for Multi-Modal Rumor Detection

Learning a Deep Color Difference Metric for Photographic Images

融合弹幕内容特征与行为特征的用户画像研究——以B站教学类视频为例

A Database of Visual Color Differences of Modern Smartphone Photography

Measuring Perceptual Color Differences of Smartphone Photographs

Image captioning with residual swin transformer and Actor-Critic

星际争霸图像序列的群体行为识别研究

Arbitrary-View Human Action Recognition: A Varying-View RGB-D Action Dataset

基于特征变换的图像检索对抗防御

Interpretable Signed Link Prediction With Signed Infomax Hyperbolic Graph

Boundary Content Graph Neural Network for Temporal Action Proposal Generation

Bidirectional Discrete Matrix Factorization Hashing for Image Search

Snap and Find: Deep Discrete Cross-domain Garment Image Retrieval

Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks

Cross-modal supervised learning for better acoustic representations

Attention Transfer (ANT) Network for View-invariant Action Recognition

Cross-domain facial expression recognition via an intra-category common feature and inter-category Distinction feature fusion network

Alleviating Feature Confusion for Generative Zero-shot Learning

Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking

Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation

CRA-Net: Composed Relation Attention Network for Visual Question Answering

基于智能视频分析的人流量态势感知方法研究

Video-based Person Re-identification via Self-Paced Learning and Deep Reinforcement Learning Framework

Recurrent attention network using spatial-temporal relations for action recognition

Semantic binary coding for visual recognition via joint concept-attribute modelling

Robust discrete code modeling for supervised hashing

Coarse-to-Fine Annotation Enrichment for Semantic Segmentation Learning

Index and Retrieve Multimedia Data: Cross-Modal Hashing by Learning Subspace Relation

Word-to-region attention network for visual question answering

Hierarchical topology based hand pose estimation from a single depth image

Domain Invariant Subspace Learning for Cross-Modal Retrieval

A Large-scale RGB-D Database for Arbitrary-view Human Action Recognition

Modal-adversarial Semantic Learning Network for Extendable Cross-modal Retrieval

Embedding and predicting the event at early stage

One-shot learning based pattern transition map for action early recognition

Dual Learning for Visual Question Generation

Collaborative Learning for Extremely Low Bit Asymmetric Hashing

Visual Spatial Attention Network for Relationship Detection

One-Step Spectral Clustering via Dynamically Learning Affinity Matrix and Subspace

Unsupervised cross-modal retrieval through adversarial learning

Zero-shot learning via discriminative representation extraction

Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot Learning

Learning binary codes with local and inner data structure

Supervised hashing with adaptive discrete optimization for multimedia retrieval

Asymmetric Binary Coding for Image Search

Special issue on “visual semantic analysis with weak supervision”

A Deep Approach for Multi-modal User Attribute Modeling

Adaptively Attending to Visual Attributes and Linguistic Knowledge for Captioning

CFM@MediaEval 2017 Retrieving Diverse Social Images Task via Re-ranking and Hierarchical Clustering

POI Popularity Prediction via Hierarchical Fusion of Multiple Social Clues

Adversarial Cross-Modal Retrieval

BMC@MediaEval 2017 Multimedia Satellite Task via Regression Random Forest

Captioning Videos Using Large-Scale Image Corpus

Jointly Modeling Static Visual Appearance and Temporal Pattern for Unsupervised Video Hashing

Transductive Visual-Semantic Embedding for Zero-shot Learning

Asymmetric sparse hashing

Event Early Embedding: Predicting Event Volume Dynamics at Early Stage

Attribute hashing for zero-shot image retrieval

Classification by Retrieval: Binarizing Data and Classifiers

Deep Semantic Indexing Using Convolutional Localization Network with Region-Based Visual Attention for Image Database

Editorial: Good practices in multimedia modeling

Exploiting Concept Correlation with Attributes for Semantic Binary Representation Learning

Efficient Supervised Hashing via Exploring Local and Inner Data Structure

Deep Asymmetric Pairwise Hashing

Discrete Nonnegative Spectral Clustering

Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval

基于卷积特征的核相关自适应目标跟踪

Cross-modal Retrieval with Label Completion

Detecting Densely Distributed Graph Patterns for Fine-Grained Image Categorization

Binary code learning via optimal class representations

Learning Binary Codes and Binary Weights for Efficient Classification

Face recognition using linear representation ensembles