Yan Liu

Expert Syst. Appl., 2024

Make a song curative: A spatio-temporal therapeutic music transfer model for anxiety reduction.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

MuDiT & MuSiT: Alignment with Colloquial Expression in Description-to-Song Generation.

[BibT_eX]

[DOI]

CoRR, 2024

MuChin: A Chinese Colloquial Description Benchmark for Evaluating Language Models in the Field of Music.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Sal-Guide Diffusion: Saliency Maps Guide Emotional Image Generation through Adapter.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition.

[BibT_eX]

[DOI]

Shenghua Zhong

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Responding to the Call: Exploring Automatic Music Composition Using a Knowledge-Enhanced Model.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Bi-RRNet: Bi-level recurrent refinement network for camouflaged object detection.

[BibT_eX]

[DOI]

Pattern Recognit., July, 2023

MMNet: A Model-Based Multimodal Network for Human Action Recognition in RGB-D Videos.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Self-supervised image co-saliency detection.

[BibT_eX]

[DOI]

Comput. Electr. Eng., January, 2023

Can Machines Generate Personalized Music? A Hybrid Favorite-Aware Method for User Preference Music Transfer.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

GANSER: A Self-Supervised Data Augmentation Framework for EEG-Based Emotion Recognition.

[BibT_eX]

[DOI]

Pablo Navarrete Michelini

IEEE Trans. Affect. Comput., 2023

Noise-robust oversampling for imbalanced data classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2023

A Robust Deep Learning Enhanced Monocular SLAM System for Dynamic Environments.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

GLA-GCN: Global-local Adaptive Graph Convolutional Network for 3D Human Pose Estimation from Monocular Video.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

A Dynamic Selective Parameter Sharing Mechanism Embedded with Multi-Level Reasoning Abstractions.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Knowledge-guided Network Pruning for EEG-based Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Detecting abnormality with separated foreground and background: Mutual Generative Adversarial Networks for video abnormal event detection.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2022

Conversational System for Clinical Communication Training Supporting User-defined Tasks.

[BibT_eX]

[DOI]

Victor Kai-Lam Cheung

Proceedings of the IEEE International Conference on Teaching, 2022

The Beauty of Repetition in Machine Composition Scenarios.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

EGCN: An Ensemble-based Learning Framework for Exploring Effective Skeleton-based Rehabilitation Exercise Assessment.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Skeleton-based human action evaluation using graph convolutional network for monitoring Alzheimer's progression.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Steganographer detection via a similarity accumulation graph convolutional network.

[BibT_eX]

[DOI]

Neural Networks, 2021

Decomposing word embedding with the capsule network.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results.

[BibT_eX]

[DOI]

CoRR, 2021

Video Abnormal Event Detection Via Context Cueing Generative Adversarial Network.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Multimodal Fusion via Teacher-Student Network for Indoor Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Steganographer Detection via Multi-Scale Embedding Probability Estimation.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2020

A Novel Convolutional Neural Network for Image Steganalysis With Shared Normalization.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

How to Evaluate Single-Round Dialogues Like Humans: An Information-Oriented Metric.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Dynamic graph convolutional network for multi-video summarization.

[BibT_eX]

[DOI]

Jiaxin Wu

Pattern Recognit., 2020

Skeleton Focused Human Activity Recognition in RGB Video.

[BibT_eX]

[DOI]

CoRR, 2020

Effective Human Activity Recognition Based on Small Datasets.

[BibT_eX]

[DOI]

CoRR, 2020

Fusing CAMs-weighted features and temporal information for robust loop closure detection.

[BibT_eX]

[DOI]

Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Make Your Favorite Music Curative: Music Style Transfer for Anxiety Reduction.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Position-Aware Safe Boundary Interpolation Oversampling.

[BibT_eX]

[DOI]

Yongxu Liu

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Steganographer Detection Via Enhancement-Aware Graph Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

A Survey of Sensor Modalities for Human Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 12th International Joint Conference on Knowledge Discovery, 2020

2019

Insights of object proposal evaluation.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

Content-adaptive selective steganographer detection via embedding probability estimation deep networks.

[BibT_eX]

[DOI]

Neurocomputing, 2019

CIS-Net: A Novel CNN Model for Spatial Image Steganalysis via Cover Image Suppression.

[BibT_eX]

[DOI]

CoRR, 2019

MvsGCN: A Novel Graph Convolutional Network for Multi-video Summarization.

[BibT_eX]

[DOI]

Jiaxin Wu

Sheng-Hua Zhong

Venkateswararao Cherukuri

Proceedings of the 27th ACM International Conference on Multimedia, 2019

NTIRE 2019 Image Dehazing Challenge Report.

[BibT_eX]

[DOI]

Pablo Navarrete Michelini

Harshjeet Singh Aulakh

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Deep residual learning for image steganalysis.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

Adaptive saliency cuts.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

On Unifying Multi-view Self-Representations for Clustering by Tensor Multi-rank Minimization.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2018

Data Augmentation for EEG-Based Emotion Recognition with Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Musicality-Novelty Generative Adversarial Nets for Algorithmic Composition.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Information-Oriented Evaluation Metric for Dialogue Response Generation Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

2017

Implicit Visual Learning: Image Recognition via Dissipative Learning Model.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

CNN based music emotion classification.

[BibT_eX]

[DOI]

CoRR, 2017

A computational investigation of learning behaviors in MOOCs.

[BibT_eX]

[DOI]

Comput. Appl. Eng. Educ., 2017

Object Proposal via Depth Connectivity Constrained Grouping.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Residual convolution network based steganalysis with adaptive content suppression.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Learning Music Emotions via Quantum Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Brain Informatics - International Conference, 2017

2016

Field Effect Deep Networks for Image Recognition with Incomplete Data.

[BibT_eX]

[DOI]

Kien A. Hua

ACM Trans. Multim. Comput. Commun. Appl., 2016

Weighted Schatten p-Norm Minimization for Image Denoising and Background Subtraction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

How important is location information in saliency detection of natural images.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2016

Perception-oriented video saliency detection via spatio-temporal attention analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Learning Music Emotion Primitives via Supervised Dynamic Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Mining Emotional Features of Movies.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

Visual Orientation Inhomogeneity Based Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Steganalysis via Deep Residual Network.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

Programming Large-Scale Multi-Robot System with Timing Constraints.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Computer Communication and Networks, 2016

2015

What Strikes the Strings of Your Heart?-Multi-Label Dimensionality Reduction for Music Emotion Analysis via Brain Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Auton. Ment. Dev., 2015

What Strikes the Strings of Your Heart? - Feature Mining for Music Emotion Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2015

Guest editorial: selected papers from ICIMCS 2012.

[BibT_eX]

[DOI]

Multim. Syst., 2015

Soft-assigned bag of features for object tracking.

[BibT_eX]

[DOI]

Multim. Syst., 2015

Visual orientation inhomogeneity based scale-invariant feature transform.

[BibT_eX]

[DOI]

Qingcai Chen

Expert Syst. Appl., 2015

Face recognition from a single registered image for conference socializing.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2015

Affective Feature Extraction for Music Emotion Prediction.

[BibT_eX]

[DOI]

Zhonglei Gu

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

What makes the stego image undetectable?

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

Leveraging and Integrating Eastern and Western Insights for Human Engagement Studies in HCI.

[BibT_eX]

[DOI]

Effie Lai-Chong Law

Chaklam Silpasuwanchai

Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

2014

Hybrid Manifold Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2014

A Unified Framework of Latent Feature Learning in Social Media.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2014

From Heuristic Optimization to Dictionary Learning: A Review and Comprehensive Comparison of Image Denoising Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Natural image denoising using evolved local adaptive filters.

[BibT_eX]

[DOI]

Signal Process., 2014

Region level annotation by fuzzy based contextual cueing label propagation.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2014

What Strikes the Strings of Your Heart?: Multi-Label Dimensionality Reduction for Music Emotion Analysis.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

How Important is Location in Saliency Detection.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

High Dynamic Range Image Tone Mapping with Edge Preserved Dithering.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

2013

Water Reflection Recognition Based on Motion Blur Invariant Moments in Curvelet Space.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Nonlocal Hierarchical Dictionary Learning Using Wavelets for Image Denoising.

[BibT_eX]

[DOI]

Ruomei Yan

Ling Shao

IEEE Trans. Image Process., 2013

Joint discriminative dimensionality reduction and dictionary learning for face recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Combining appearance and structural features for human action recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Image Retargeting by Combining Region Warping and Occlusion.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2013, 2013

Latent feature learning in social media network.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

Soft-assigned bag of features tracking.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

Multi-operator Image Retargeting Based on Automatic Quality Assessment.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Image and Graphics, 2013

Selecting Suitable Image Retargeting Methods with Multi-instance Multi-label Learning.

[BibT_eX]

[DOI]

Proceedings of the Brain and Health Informatics - International Conference, 2013

Video Saliency Detection via Dynamic Consistent Spatio-Temporal Attention Modelling.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Human action segmentation and recognition via motion and shape analysis.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2012

Relevance feedback for real-world human action retrieval.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2012

Tensor distance based multilinear globality preserving embedding: A unified tensor based dimensionality reduction framework for image and video classification.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2012

S-SIFT: A Shorter SIFT without Least Discriminability Visual Orientation.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Semiconducting bilinear deep learning for incomplete image recognition.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimedia Retrieval, 2012

Ordinal preserving projection: a novel dimensionality reduction method for image ranking.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimedia Retrieval, 2012

Image retargeting assessment based on salient region similarity.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Internet Multimedia Computing and Service, 2012

Neighborhood preserving ordinal regression.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Internet Multimedia Computing and Service, 2012

Attention Modeling for Face Recognition via Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

Query-Oriented Multi-Document Summarization via Unsupervised Deep Learning.

[BibT_eX]

[DOI]

Wenjie Li

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Discriminative deep belief networks for visual data classification.

[BibT_eX]

[DOI]

Shusen Zhou

Qingcai Chen

Pattern Recognit., 2011

Transform based spatio-temporal descriptors for human action recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2011

Human action representation using pyramid correlogram of oriented gradients on motion history images.

[BibT_eX]

[DOI]

Int. J. Comput. Math., 2011

Tensor-based locally maximum margin classifier for image and video classification.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2011

A Generalized Coding Artifacts and Noise Removal Algorithm for Digitally Compressed Video Signals.

[BibT_eX]

[DOI]

Ling Shao

Hui Zhang

Proceedings of the Advances in Multimedia Modeling, 2011

Bilinear deep learning for image classification.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Semi-supervised manifold ordinal regression for image ranking.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Water reflection recognition via minimizing reflection cost based on motion blur invariant moments.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Unsupervised saliency detection based on 2D Gabor and Curvelets transforms.

[BibT_eX]

[DOI]

Proceedings of the ICIMCS 2011, 2011

Ordinal Regression via Manifold Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Tensor Distance Based Multilinear Locality-Preserved Maximum Information Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2010

Nonlinear dimensionality reduction with hybrid distance for trajectory representation of dynamic texture.

[BibT_eX]

[DOI]

Signal Process., 2010

On the source switching problem of Peer-to-Peer streaming.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2010

Unsupervised summarization of rushes videos.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Supervised manifold learning for image and video classification.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

A semantic no-reference image sharpness metric based on top-down and bottom-up saliency map modeling.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Rapid image retargeting based on curve-edge grid representation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Fuzzy based contextual cueing for region level annotation.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Internet Multimedia Computing and Service, 2010

Exploring Deep Belief Network for Chinese Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the CIPS-SIGHAN Joint Conference on Chinese Language Processing, 2010

Multilinear Maximum Distance Embedding Via L1-Norm Optimization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Dimensionality reduction for heterogeneous dataset in rushes editing.

[BibT_eX]

[DOI]

Pattern Recognit., 2009

Image retargeting using multi-map constrained region warping.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Tensor distance based multilinear multidimensional scaling for image and video analysis.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Image retargeting based on global energy optimization.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Bidirectional visible neighborhood preserving embedding.

[BibT_eX]

[DOI]

Proceedings of the First International Conference on Internet Multimedia Computing and Service, 2009

Multilinear Isometric Embedding for visual pattern analysis.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

2008

Dimensionality Reduction for Descriptor Generation in Rushes Editing.

[BibT_eX]

[DOI]

Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008

Rushes video summarization using audio-visual information and sequence alignment.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM Workshop on Video Summarization, 2008

Fast Source Switching for Gossip-Based Peer-to-Peer Streaming.

[BibT_eX]

[DOI]

Proceedings of the 2008 International Conference on Parallel Processing, 2008

Full-reference quality diagnosis for video summary.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Multiple video trajectories representation using double-layer isometric feature mapping.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Full-Reference Quality Assessment for Video Summary.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007

The Hong Kong Polytechnic University at TRECVID 2007 BBC rushes summarization.

[BibT_eX]

[DOI]

Yan Zhang

Proceedings of the 1st ACM Workshop on Video Summarization, 2007

Statistical Validation for Automatic Feature Selection Algorithms in Video Applications.

[BibT_eX]

Proceedings of the 2007 International Conference on Machine Learning; Models, 2007

Human-Centered Multimedia E-Learning System for Real-Time Interactive Distance Education.

[BibT_eX]

[DOI]

Yung Hoi Wah

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

2006

Interactive Multimedia System for Distance Learning of Higher Education.

[BibT_eX]

[DOI]

Wong Chit

Proceedings of the Technologies for E-Learning and Digital Entertainment, 2006

2004

Video feature selection using fast-converging sort-merge tree.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

2003

Fast video segment retrieval by Sort-Merge feature selection, boundary refinement, and lazy evaluation.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2003

Sort-Merge Feature Selection for Video Data.

[BibT_eX]

[DOI]

Proceedings of the Third SIAM International Conference on Data Mining, 2003

Fast scene segmentation using multi-level feature selection.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Fast Video Retrieval under Sparse Training Data.

[BibT_eX]

[DOI]

Proceedings of the Image and Video Retrieval, Second International Conference, 2003

2002

Semantic Extraction and Semantics-Based Annotation and Retrieval for Video Databases.

[BibT_eX]

[DOI]

Fei Li

Multim. Tools Appl., 2002

2000

A High-Level Semantics Extraction Model for Stored Videos.

[BibT_eX]

[DOI]