Heng Tao Shen

According to our database1, Heng Tao Shen authored at least 316 papers between 2000 and 2020.

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Bibliography

2020
Exploiting Web Images for Multi-Output Classification: From Category to Subcategories.
IEEE Trans. Neural Networks Learn. Syst., 2020

Efficient Supervised Discrete Multi-View Hashing for Large-Scale Multimedia Search.
IEEE Trans. Multimedia, 2020

Towards Automatic Construction of Diverse, High-Quality Image Datasets.
IEEE Trans. Knowl. Data Eng., 2020

Temporal Reasoning Graph for Activity Recognition.
IEEE Trans. Image Process., 2020

A Context Knowledge Map Guided Coarse-to-Fine Action Recognition.
IEEE Trans. Image Process., 2020

Graph Convolutional Network Hashing.
IEEE Trans. Cybern., 2020

Ternary Adversarial Networks With Self-Supervision for Zero-Shot Cross-Modal Retrieval.
IEEE Trans. Cybern., 2020

A Survey of Human Action Analysis in HRI Applications.
IEEE Trans. Circuits Syst. Video Techn., 2020

Deep quantization generative networks.
Pattern Recognit., 2020

Play and rewind: Context-aware video temporal action proposals.
Pattern Recognit., 2020

The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Hierarchical LSTMs with Adaptive Attention for Visual Captioning.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Impulsive synchronization of coupled delayed neural networks with actuator saturation and its application to image encryption.
Neural Networks, 2020

Similarity preserving feature generating networks for zero-shot learning.
Neurocomputing, 2020

Patch-wise Attack for Fooling Deep Neural Network.
CoRR, 2020

Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships.
CoRR, 2020

Maximum Density Divergence for Domain Adaptation.
CoRR, 2020

Data-Driven Spatio-Temporal Analysis via Multi-Modal Zeitgebers and Cognitive Load in VR.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2020

Correlated Features Synthesis and Alignment for Zero-shot Cross-modal Retrieval.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

3D Self-Attention for Unsupervised Video Quantization.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Bottom-up and Top-down: Bidirectional Additive Net for Edge Detection.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Universal Weighting Metric Learning for Cross-Modal Matching.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Searching for Actions on the Hyperbole.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning Cross-Aligned Latent Embeddings for Zero-Shot Cross-Modal Retrieval.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Embedding and predicting the event at early stage.
World Wide Web, 2019

From Deterministic to Generative: Multimodal Stochastic RNNs for Video Captioning.
IEEE Trans. Neural Networks Learn. Syst., 2019

Heterogeneous Domain Adaptation Through Progressive Alignment.
IEEE Trans. Neural Networks Learn. Syst., 2019

Hierarchical Multi-Clue Modelling for POI Popularity Prediction with Heterogeneous Tourist Information.
IEEE Trans. Knowl. Data Eng., 2019

More is Better: Precise and Detailed Image Captioning Using Online Positive Recall and Missing Concepts Mining.
IEEE Trans. Image Process., 2019

Scalable Zero-Shot Learning via Binary Visual-Semantic Embeddings.
IEEE Trans. Image Process., 2019

Locality Preserving Joint Transfer for Domain Adaptation.
IEEE Trans. Image Process., 2019

Collective Reconstructive Embeddings for Cross-Modal Hashing.
IEEE Trans. Image Process., 2019

Transfer Independently Together: A Generalized Framework for Domain Adaptation.
IEEE Trans. Cybern., 2019

Describing Video With Attention-Based Bidirectional LSTM.
IEEE Trans. Cybern., 2019

Towards Accurate Georeferenced Video Search With Camera Field of View Modeling.
IEEE Trans. Circuits Syst. Video Techn., 2019

Fusion by synthesizing: A multi-view deep neural network for zero-shot recognition.
Signal Process., 2019

Order-aware convolutional pooling for video based action recognition.
Pattern Recognit., 2019

Binary Multi-View Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Web-based SBLR method of multimedia tools for computer-aided drawing.
Multim. Tools Appl., 2019

Cross-domain facial expression recognition via an intra-category common feature and inter-category Distinction feature fusion network.
Neurocomputing, 2019

Special Issue of APWeb-WAIM 2019.
Data Science and Engineering, 2019

Cooperative Cross-Stream Network for Discriminative Action Representation.
CoRR, 2019

MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning.
CoRR, 2019

One-Shot Image-to-Image Translation via Part-Global Learning with a Multi-adversarial Framework.
CoRR, 2019

A Large-scale Varying-view RGB-D Action Dataset for Arbitrary-view Human Action Recognition.
CoRR, 2019

Statistical Karyotype Analysis Using CNN and Geometric Optimization.
IEEE Access, 2019

Residual Graph Convolutional Networks for Zero-Shot Learning.
Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019

Generative Reconstructive Hashing for Incomplete Video Analysis.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Time-aware Session Embedding for Click-Through-Rate Prediction.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Learnable Aggregating Net with Diversity Learning for Video Question Answering.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Attention Transfer (ANT) Network for View-invariant Action Recognition.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Adaptive Multi-Path Aggregation for Human DensePose Estimation in the Wild.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Deep Recurrent Quantization for Generating Sequential Binary Codes.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Exact Adversarial Attack to Image Captioning via Structured Output Learning With Latent Variables.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Template-Based Math Word Problem Solvers with Recursive Neural Networks.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Structured Two-Stream Attention Network for Video Question Answering.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Deliberate Attention Networks for Image Captioning.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Perceptual Pyramid Adversarial Networks for Text-to-Image Synthesis.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

MR-NET: Exploiting Mutual Relation for Visual Relationship Detection.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Video Sequence Indexing.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Principal Component Analysis.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Near-Duplicate Retrieval.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Multidimensional Scaling.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Dimensionality Reduction.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Personalized semantic trajectory privacy preservation through trajectory reconstruction.
World Wide Web, 2018

Augmented keyword search on spatial entity databases.
VLDB J., 2018

Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval.
IEEE Trans. Neural Networks Learn. Syst., 2018

Video Captioning by Adversarial LSTM.
IEEE Trans. Image Process., 2018

Hashing with Angular Reconstructive Embeddings.
IEEE Trans. Image Process., 2018

Recognition and Detection of Two-Person Interactive Actions Using Automatically Selected Skeleton Features.
IEEE Trans. Hum. Mach. Syst., 2018

View-Consistent MeshFlow for Stereoscopic Video Stabilization.
IEEE Trans. Computational Imaging, 2018

One-shot learning based pattern transition map for action early recognition.
Signal Process., 2018

Trajectory Simplification: An Experimental Study and Quality Analysis.
Proc. VLDB Endow., 2018

Robust discrete code modeling for supervised hashing.
Pattern Recognit., 2018

A Survey on Learning to Hash.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Stroke-based stylization by learning sequential drawing examples.
J. Vis. Commun. Image Represent., 2018

Deep appearance and motion learning for egocentric activity recognition.
Neurocomputing, 2018

Learning binary codes with local and inner data structure.
Neurocomputing, 2018

The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers.
CoRR, 2018

GraphCAR: Content-aware Multimedia Recommendation with Graph Autoencoder.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

DT-Zheng: digital twin method for Zheng musical instrument.
Proceedings of the SIGGRAPH Asia 2018 Posters, Tokyo, Japan, December 04-07, 2018, 2018

Cumulative Nets for Edge Detection.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Video-based Person Re-identification via Self-Paced Learning and Deep Reinforcement Learning Framework.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Pseudo Transfer with Marginalized Corrupted Attribute for Zero-shot Learning.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

A Large-scale RGB-D Database for Arbitrary-view Human Action Recognition.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Visual Spatial Attention Network for Relationship Detection.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Examine before You Answer: Multi-task Learning with Adaptive-attentions for Multiple-choice VQA.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Feature Reconstruction by Laplacian Eigenmaps for Efficient Instance Search.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

From Pixels to Objects: Cubic Visual Attention for Visual Question Answering.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Dual Conditional GANs for Face Aging and Rejuvenation.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Coarse-to-fine Image Co-segmentation with Intra and Inter Rank Constraints.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Person Re-identification Using Two-Stage Convolutional Neural Network.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Unpaired Image-to-Image Translation from Shared Deep Space.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Graph-Theoretic Fusion Framework for Unsupervised Entity Resolution.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Continuous Proximity Detection via Predictive Safe Region Construction.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Generative Domain-Migration Hashing for Sketch-to-Image Retrieval.
Proceedings of the Computer Vision - ECCV 2018, 2018

Highly-Economized Multi-view Binary Compression for Scalable Image Clustering.
Proceedings of the Computer Vision - ECCV 2018, 2018

TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights.
Proceedings of the Computer Vision - ECCV 2018, 2018

MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Deep Region Hashing for Generic Instance Search from Images.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Binary Generative Adversarial Networks for Image Retrieval.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Distributed shortest path query processing on dynamic road networks.
VLDB J., 2017

Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval.
ACM Trans. Inf. Syst., 2017

Processing Long Queries Against Short Text: Top-<i>k</i> Advertisement Matching in News Stream Applications.
ACM Trans. Inf. Syst., 2017

Targeted Advertising in Public Transportation Systems with Quantitative Evaluation.
ACM Trans. Inf. Syst., 2017

Asymmetric Binary Coding for Image Search.
IEEE Trans. Multimedia, 2017

Video Captioning With Attention-Based LSTM and Semantic Consistency.
IEEE Trans. Multimedia, 2017

Discrete Nonnegative Spectral Clustering.
IEEE Trans. Knowl. Data Eng., 2017

IF-Matching: Towards Accurate Map-Matching with Information Fusion.
IEEE Trans. Knowl. Data Eng., 2017

Bilinear Optimized Product Quantization for Scalable Visual Content Analysis.
IEEE Trans. Image Process., 2017

Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval.
IEEE Trans. Image Process., 2017

Hierarchical Latent Concept Discovery for Video Event Detection.
IEEE Trans. Image Process., 2017

Robust Web Image Annotation via Exploring Multi-Facet and Structural Knowledge.
IEEE Trans. Image Process., 2017

Exploiting Depth From Single Monocular Images for Object Detection and Semantic Segmentation.
IEEE Trans. Image Process., 2017

Semi-Paired Discrete Hashing: Learning Latent Hash Codes for Semi-Paired Cross-View Retrieval.
IEEE Trans. Cybern., 2017

Temporal Pyramid Pooling-Based Convolutional Neural Network for Action Recognition.
IEEE Trans. Circuits Syst. Video Techn., 2017

Beyond Frame-level CNN: Saliency-Aware 3-D CNN With LSTM for Video Action Recognition.
IEEE Signal Process. Lett., 2017

Compositional Model Based Fisher Vector Coding for Image Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Editorial: Good practices in multimedia modeling.
Neurocomputing, 2017

Structured Learning of Binary Codes with Column Generation for Optimizing Ranking Measures.
Int. J. Comput. Vis., 2017

Towards Automatic Construction of Diverse, High-quality Image Dataset.
CoRR, 2017

From Deterministic to Generative: Multi-Modal Stochastic RNNs for Video Captioning.
CoRR, 2017

Deep Region Hashing for Efficient Large-scale Instance Search from Images.
CoRR, 2017

Classification by Retrieval: Binarizing Data and Classifiers.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Event Early Embedding: Predicting Event Volume Dynamics at Early Stage.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Unifying Multi-Source Social Media Data for Personalized Travel Route Planning.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

POI Popularity Prediction via Hierarchical Fusion of Multiple Social Clues.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Cosmetic-vis: sample-based 3D facial editor for cosmetic medical visualization.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2017

Exploring Consistent Preferences: Discrete Hashing with Pair-Exemplar for Scalable Landmark Search.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

A System for Spatiotemporal Anomaly Localization in Surveillance Videos.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Adversarial Cross-Modal Retrieval.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Deep Asymmetric Pairwise Hashing.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Two Birds One Stone: On both Cold-Start and Long-Tail Recommendation.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Local Deep Descriptors in Bag-of-Words for Image Retrieval.
Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

Adaptively Attending to Visual Attributes and Linguistic Knowledge for Captioning.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

CFM@MediaEval 2017 Retrieving Diverse Social Images Task via Re-ranking and Hierarchical Clustering.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

BMC@MediaEval 2017 Multimedia Satellite Task via Regression Random Forest.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Attribute hashing for zero-shot image retrieval.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Asymmetric sparse hashing.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Unsupervised cross-modal retrieval through adversarial learning.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Preserving-Ignoring Transformation Based Index for Approximate k Nearest Neighbor Search.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Leveraging Weak Semantic Relevance for Complex Video Event Classification.
Proceedings of the IEEE International Conference on Computer Vision, 2017

WebPainter: Collaborative Stroke-Based Rendering Through HTML5 and WebGL.
Proceedings of the E-Learning and Games - 11th International Conference, 2017

Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Multi-attention Network for One Shot Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Movie Fill in the Blank with Adaptive Temporal Attention and Description Update.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Deep Semantic Indexing Using Convolutional Localization Network with Region-Based Visual Attention for Image Database.
Proceedings of the Databases Theory and Applications, 2017

A Deep Approach for Multi-modal User Attribute Modeling.
Proceedings of the Databases Theory and Applications, 2017

Efficient Supervised Hashing via Exploring Local and Inner Data Structure.
Proceedings of the Databases Theory and Applications, 2017

Jointly Learning Attentions with Semantic Cross-Modal Correlation for Visual Question Answering.
Proceedings of the Databases Theory and Applications, 2017

An Integrated Model for Effective Saliency Prediction.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Web-Based Semantic Fragment Discovery for On-Line Lingual-Visual Similarity.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Scalable Video Event Retrieval by Visual State Binary Embedding.
IEEE Trans. Multimedia, 2016

A Distance-Computation-Free Search Scheme for Binary Code Databases.
IEEE Trans. Multimedia, 2016

Web Video Event Recognition by Semantic Analysis From Ubiquitous Documents.
IEEE Trans. Image Process., 2016

Dual Diversified Dynamical Gaussian Process Latent Variable Model for Video Repairing.
IEEE Trans. Image Process., 2016

Optimized Graph Learning Using Partial Tags and Multiple Features for Image and Video Annotation.
IEEE Trans. Image Process., 2016

A Fast Optimization Method for General Binary Code Learning.
IEEE Trans. Image Process., 2016

Robust Cross-view Hashing for Multimedia Retrieval.
IEEE Signal Process. Lett., 2016

Face image classification by pooling raw features.
Pattern Recognit., 2016

Robust regression based face recognition with fast outlier removal.
Multim. Tools Appl., 2016

Binary Subspace Coding for Query-by-Image Video Retrieval.
CoRR, 2016

Hi Detector, What's Wrong with that Object? Identifying Irregular Object From Images by Modelling the Detection Score Distribution.
CoRR, 2016

Learning Binary Codes and Binary Weights for Efficient Classification.
CoRR, 2016

Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering.
CoRR, 2016

Structured Learning of Binary Codes with Column Generation.
CoRR, 2016

Where to Focus: Query Adaptive Matching for Instance Retrieval Using Convolutional Feature Maps.
CoRR, 2016

Bidirectional Long-Short Term Memory for Video Description.
CoRR, 2016

Cross-modal Retrieval with Label Completion.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Attention-based LSTM with Semantic Consistency for Videos Captioning.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Quartet-net Learning for Visual Instance Retrieval.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Bidirectional Long-Short Term Memory for Video Description.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Zero-Shot Hashing via Transferring Supervised Knowledge.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Discriminant Cross-modal Hashing.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

A Unified Framework for Discrete Spectral Clustering.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

What's Wrong with That Object? Identifying Images of Unusual Objects by Modelling the Detection Score Distribution.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Graph-without-cut: An Ideal Graph Learning for Image Segmentation.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Tag Features for Geo-Aware Image Classification.
IEEE Trans. Multimedia, 2015

Optimized Cartesian K-Means.
IEEE Trans. Knowl. Data Eng., 2015

Hashing on Nonlinear Manifolds.
IEEE Trans. Image Process., 2015

Multitask Spectral Clustering by Exploring Intertask Correlation.
IEEE Trans. Cybern., 2015

Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing.
IEEE Trans. Big Data, 2015

Max-margin adaptive model for complex video pattern recognition.
Multim. Tools Appl., 2015

Temporal Pyramid Pooling Based Convolutional Neural Networks for Action Recognition.
CoRR, 2015

Geographical Constraint and Temporal Similarity Modeling for Point-of-Interest Recommendation.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

UQMG @ TRECVID 2015: Instance Search.
Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

Zero-shot Image Categorization by Image Correlation Exploration.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Learning Binary Codes for Maximum Inner Product Search.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Supervised Discrete Hashing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Optimal graph learning with partial tags and multiple features for image and video annotation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Guest Editorial Special Section on Socio-Mobile Media Analysis and Retrieval.
IEEE Trans. Multimedia, 2014

Effectively Indexing the Multidimensional Uncertain Objects.
IEEE Trans. Knowl. Data Eng., 2014

On the Influence Propagation of Web Videos.
IEEE Trans. Knowl. Data Eng., 2014

SK-LSH: An Efficient Index Structure for Approximate Nearest Neighbor Search.
Proc. VLDB Endow., 2014

Hashing for Similarity Search: A Survey.
CoRR, 2014

Face Identification with Second-Order Pooling.
CoRR, 2014

Face Image Classification by Pooling Raw Features.
CoRR, 2014

WeMash: An Online System for Web Video Mashup.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Optimized Distances for Binary Code Ranking.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

UQ-DKE's Participation at MediaEval 2014 Placing Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

2013
Effective transfer tagging from image to video.
ACM Trans. Multim. Comput. Commun. Appl., 2013

Sparse hashing for fast multimedia search.
ACM Trans. Inf. Syst., 2013

Video-to-Shot Tag Propagation by Graph Sparse Group Lasso.
IEEE Trans. Multimedia, 2013

Effective Multiple Feature Hashing for Large-Scale Near-Duplicate Video Retrieval.
IEEE Trans. Multimedia, 2013

Discriminative Nonnegative Spectral Clustering with Out-of-Sample Extension.
IEEE Trans. Knowl. Data Eng., 2013

VChunkJoin: An Efficient Algorithm for Edit Similarity Joins.
IEEE Trans. Knowl. Data Eng., 2013

Self-taught dimensionality reduction on the high-dimensional small-sized data.
Pattern Recognit., 2013

Local image tagging via graph regularized joint group sparsity.
Pattern Recognit., 2013

Personalized query evaluation in ring-based P2P networks.
Inf. Sci., 2013

Near-duplicate video retrieval: Current research and future trends.
ACM Comput. Surv., 2013

Inter-media hashing for large-scale retrieval from heterogeneous data sources.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Robust Semantic Video Indexing by Harvesting Web Images.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

Linear cross-modal hashing for efficient multimedia search.
Proceedings of the ACM Multimedia Conference, 2013

Presenting diverse location views with real-time near-duplicate photo elimination.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

2012
Automatic tagging by exploring tag information capability and correlation.
World Wide Web, 2012

Quick identification of near-duplicate video sequences with cut signature.
World Wide Web, 2012

Guest editorial: content, concept and context mining in social media.
World Wide Web, 2012

Web and Personal Image Annotation by Mining Label Correlation With Relaxed Visual Graph Embedding.
IEEE Trans. Image Process., 2012

Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis.
Pattern Recognit., 2012

Extracting representative motion flows for effective video retrieval.
Multim. Tools Appl., 2012

Introducing Cloud Computing Topics in Curricula.
J. Inf. Syst. Educ., 2012

Discovering areas of interest with geo-tagged images and check-ins.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Effective Data Density Estimation in Ring-Based P2P Networks.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2011
Mining multi-tag association for image tagging.
World Wide Web, 2011

Correlation-based retrieval for heavily changed near-duplicate videos.
ACM Trans. Inf. Syst., 2011

Exploring Distributional Discrepancy for Multidimensional Point Set Retrieval.
IEEE Trans. Multimedia, 2011

UQMSG Experiments for TRECVID 2011.
Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Effective data co-reduction for multimedia similarity search.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Video-to-shot tag allocation by weighted sparse group lasso.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Transfer tagging from image to video.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Multiple feature hashing for real-time large scale near-duplicate video retrieval.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

l<sub>2, 1</sub>-Norm Regularized Discriminative Feature Selection for Unsupervised Learning.
Proceedings of the IJCAI 2011, 2011

Discovering popular routes from trajectories.
Proceedings of the 27th International Conference on Data Engineering, 2011

Probabilistic Image Tagging with Tags Expanded By Text-Based Search.
Proceedings of the Database Systems for Advanced Applications, 2011

Efficient Histogram-Based Similarity Search in Ultra-High Dimensional Space.
Proceedings of the Database Systems for Advanced Applications, 2011

Tag localization with spatial correlations and joint group sparsity.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Tagging Image with Informative and Correlative Tags.
Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

Nonnegative Spectral Clustering with Discriminative Regularization.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Mining near-duplicate graph for cluster-based reranking of web video search results.
ACM Trans. Inf. Syst., 2010

Practical Online Near-Duplicate Subsequence Detection for Continuous Video Streams.
IEEE Trans. Multimedia, 2010

Searching trajectories by locations: an efficiency study.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Distributed Cache Indexing for Efficient Subspace Skyline Computation in P2P Networks.
Proceedings of the Database Systems for Advanced Applications, 2010

Efficient and Continuous Near-duplicate Video Detection.
Proceedings of the Advances in Web Technologies and Applications, 2010

2009
Video Sequence Indexing.
Proceedings of the Encyclopedia of Database Systems, 2009

Principal Component Analysis.
Proceedings of the Encyclopedia of Database Systems, 2009

Multidimensional Scaling.
Proceedings of the Encyclopedia of Database Systems, 2009

Dimensionality Reduction.
Proceedings of the Encyclopedia of Database Systems, 2009

Speed up interactive image retrieval.
VLDB J., 2009

Instance optimal query processing in spatial networks.
VLDB J., 2009

Bounded coordinate system indexing for real-time video clip search.
ACM Trans. Inf. Syst., 2009

Effective and Efficient Query Processing for Video Subsequence Identification.
IEEE Trans. Knowl. Data Eng., 2009

Hybrid information retrieval policies based on cooperative cache in mobile P2P networks.
Frontiers Comput. Sci. China, 2009

Monitoring path nearest neighbor in road networks.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

A Novel Content Distribution Mechanism in DHT Networks.
Proceedings of the NETWORKING 2009, 2009

Interactive near-duplicate video retrieval and detection.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

High-dimensional indexing with oriented cluster representation for multimedia databases.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Online Near-Duplicate Video Clip Detection and Retrieval: An Accurate and Fast System.
Proceedings of the 25th International Conference on Data Engineering, 2009

Processing Group Nearest Group Query.
Proceedings of the 25th International Conference on Data Engineering, 2009

Instant Advertising in Mobile Peer-to-Peer Networks.
Proceedings of the 25th International Conference on Data Engineering, 2009

Hybrid Retrieval Mechanisms in Vehicle-Based P2P Networks.
Proceedings of the Computational Science, 2009

Dimension-Specific Search for Multimedia Retrieval.
Proceedings of the Database Systems for Advanced Applications, 2009

Video Annotation System Based on Categorizing and Keyword Labelling.
Proceedings of the Database Systems for Advanced Applications, 2009

Efficient information retrieval in mobile peer-to-peer networks.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Large-scale Video Sequence Indexing: Impacts, Ideas and Trends.
Proceedings of the Database Technologies 2009, 2009

2008
A multi-resolution surface distance model for <i>k</i>-NN query processing.
VLDB J., 2008

Batch Nearest Neighbor Search for Video Retrieval.
IEEE Trans. Multimedia, 2008

Localized Co-Occurrence Model for Fast Approximate Search in 3D Structure Databases.
IEEE Trans. Knowl. Data Eng., 2008

Challenges and techniques for effective and efficient similarity search in large video databases.
Proc. VLDB Endow., 2008

Discovery of convoys in trajectory databases.
Proc. VLDB Endow., 2008

Achieving Effective Multi-term Queries for Fast DHT Information Retrieval.
Proceedings of the Web Information Systems Engineering, 2008

Distribution-based similarity measures for multi-dimensional point set retrieval applications.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Locality condensation: a new dimensionality reduction method for image retrieval.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Convoy Queries in Spatio-Temporal Databases.
Proceedings of the 24th International Conference on Data Engineering, 2008

A Hybrid Prediction Model for Moving Objects.
Proceedings of the 24th International Conference on Data Engineering, 2008

2007
An adaptive and dynamic dimensionality reduction method for high-dimensional indexing.
VLDB J., 2007

Capture local information in shape representation.
Multim. Tools Appl., 2007

A New Similarity Measure for Near Duplicate Video Clip Detection.
Proceedings of the Advances in Data and Web Management, 2007

UQLIPS: A Real-time Near-duplicate Video Clip Detection System.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

The University of Queensland at TRECVID 2007 Search Task.
Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Dimensionality reduction for dimension-specific search.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Statistical summarization of content features for fast near-duplicate video detection.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Dynamic Batch Nearest Neighbor Search in Video Retrieval.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Multi-source Skyline Query Processing in Road Networks.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Mining Trajectory Patterns Using Hidden Markov Models.
Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007

Dual Dimensionality Reduction for Efficient Video Similarity Search.
Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007

Efficient Similarity Search by Summarization in Large Video Database.
Proceedings of the Database Technologies 2007. Proceedings of the Eighteenth Australasian Database Conference, 2007

Selectivity Estimation by Batch-Query based Histogram and Parametric Method.
Proceedings of the Database Technologies 2007. Proceedings of the Eighteenth Australasian Database Conference, 2007

2006
Indexing and Integrating Multiple Features for WWW Images.
World Wide Web, 2006

A Multiresolution Terrain Model for Efficient Visualization Query Processing.
IEEE Trans. Knowl. Data Eng., 2006

Hierarchical Indexing Structure for Efficient Similarity Search in Video Retrieval.
IEEE Trans. Knowl. Data Eng., 2006

Toward Efficient Multifeature Query Processing.
IEEE Trans. Knowl. Data Eng., 2006

ICICLE: A semantic-based retrieval system for WWW images.
Multimedia Syst., 2006

Exploring composite acoustic features for efficient music similarity query.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

SaveRF: Towards Efficient Relevance Feedback Search.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Surface k-NN Query Processing.
Proceedings of the 22nd International Conference on Data Engineering, 2006

3D Protein Structure Matching by Patch Signatures.
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006

2005
Semantic Caching for Multiresolution Spatial Query Processing in Mobile Environments.
Proceedings of the Advances in Spatial and Temporal Databases, 9th International Symposium, 2005

Towards Effective Indexing for Very Large Video Sequence Database.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Indexing Text and Visual Features for WWW Images.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

Exploring Bit-Difference for Approximate KNN Search in High-dimensional Databases.
Proceedings of the Database Technologies 2005, 2005

2004
Efficient Semantic-Based Content Search in P2P Network.
IEEE Trans. Knowl. Data Eng., 2004

LDC: Enabling Search By Partial Distance In A Hyper-Dimensional Space.
Proceedings of the 20th International Conference on Data Engineering, 2004

Adaptive Quantization of the High-Dimensional Data for Efficient KNN Processing.
Proceedings of the Database Systems for Advances Applications, 2004

Diagonal Ordering: A New Approach to High-Dimensional KNN Processing.
Proceedings of the Database Technologies 2004, 2004

2003
An Adaptive and Efficient Dimensionality Reduction Algorithm for High-Dimensional Indexing.
Proceedings of the 19th International Conference on Data Engineering, 2003

2001
Finding Similar Images Quickly Using Object Shapes.
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

2000
Finding semantically related images in the WWW.
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000

Giving meanings to WWW images.
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000


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