Jianping Fan

Orcid: 0000-0002-4923-0910

Affiliations:
  • University of North Carolina at Charlotte, Department of Computer Science, Charlotte, NC, USA
  • Purdue University, Department of Computer Science, West Lafayette, IN, USA (1999 - 2001)
  • Osaka University, Department of Information System Engineering, Japan (1998 - 1999)
  • Fudan University, Shanghai (1997 - 1998)
  • Chinese Academy of Sciences, Shanghai Institute of Optics and Fine Mechanics, China (PhD 1997)
  • Northwest University of China, Xi'an, China (former)


According to our database1, Jianping Fan authored at least 305 papers between 2000 and 2024.

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Bibliography

2024
Joint Blockage Prediction and UAV Deployment in Millimeter-Wave Communication Networks.
IEEE Trans. Veh. Technol., November, 2024

Recurrent Appearance Flow for Occlusion-Free Virtual Try-On.
ACM Trans. Multim. Comput. Commun. Appl., August, 2024

PAINT: Photo-realistic Fashion Design Synthesis.
ACM Trans. Multim. Comput. Commun. Appl., February, 2024

Enabling Near-Zero Cost Object Detection in Remote Sensing Imagery via Progressive Self-Training.
IEEE Trans. Geosci. Remote. Sens., 2024

Token-word mixer meets object-aware transformer for referring image segmentation.
Pattern Recognit., 2024

HCgNet: A hierarchical context-guided network for multi-object tracking.
Knowl. Based Syst., 2024

Multi2Human: Controllable human image generation with multimodal controls.
Neurocomputing, 2024

ZS-SRT: An efficient zero-shot super-resolution training method for Neural Radiance Fields.
Neurocomputing, 2024

DRANet: A semantic segmentation network for Chinese landscape paintings.
Digit. Signal Process., 2024

Generating Model Parameters for Controlling: Parameter Diffusion for Controllable Multi-Task Recommendation.
CoRR, 2024

Enhancing Sequential Recommendations through Multi-Perspective Reflections and Iteration.
CoRR, 2024

MobileExperts: A Dynamic Tool-Enabled Agent Team in Mobile Devices.
CoRR, 2024

SRGS: Super-Resolution 3D Gaussian Splatting.
CoRR, 2024

2023
LPR: learning point-level temporal action localization through re-training.
Multim. Syst., October, 2023

GGD-GAN: Gradient-Guided dual-Branch adversarial networks for relic sketch generation.
Pattern Recognit., September, 2023

MRE-Net: Multi-Rate Excitation Network for Deepfake Video Detection.
IEEE Trans. Circuits Syst. Video Technol., August, 2023

Boundary-Aware Bilateral Fusion Network for Cloud Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Movable Object Detection in Remote Sensing Images via Dynamic Automatic Learning.
IEEE Trans. Geosci. Remote. Sens., 2023

"Do You Know You Are Tracked by Photos That You Didn't Take": Large-Scale Location-Aware Multi-Party Image Privacy Protection.
IEEE Trans. Dependable Secur. Comput., 2023

Import vertical characteristic of rain streak for single image deraining.
Multim. Syst., 2023

A benchmark dataset and approach for fine-grained visual categorization in complex scenes.
Digit. Signal Process., 2023

Multi-task Paired Masking with Alignment Modeling for Medical Vision-Language Pre-training.
CoRR, 2023

GLOW: Global Layout Aware Attacks for Object Detection.
CoRR, 2023

Contrastive Perturbation Network for Weakly Supervised Temporal Sentence Grounding.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

ANetQA: A Large-scale Benchmark for Fine-grained Compositional Reasoning over Untrimmed Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Fast-HBNet: Hybrid Branch Network for Fast Lane Detection.
IEEE Trans. Intell. Transp. Syst., 2022

Guided Filter Network for Semantic Image Segmentation.
IEEE Trans. Image Process., 2022

Adaptive Selection of Reference Frames for Video Object Segmentation.
IEEE Trans. Image Process., 2022

Global to Local: Clip-LSTM-Based Object Detection From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

An end-to-end identity association network based on geometry refinement for multi-object tracking.
Pattern Recognit., 2022

Contour-enhanced CycleGAN framework for style transfer from scenery photos to Chinese landscape paintings.
Neural Comput. Appl., 2022

Detail-Aware Multiscale Context Fusion Network for Cloud Detection.
IEEE Geosci. Remote. Sens. Lett., 2022

Weakly supervised moment localization with natural language based on semantic reconstruction.
Image Vis. Comput., 2022

Automatic learning for object detection.
Neurocomputing, 2022

FDAM: full-dimension attention module for deep convolutional neural networks.
Int. J. Multim. Inf. Retr., 2022

Semisupervised image classification by mutual learning of multiple self-supervised models.
Int. J. Intell. Syst., 2022

Towards Efficient and Elastic Visual Question Answering with Doubly Slimmable Transformer.
CoRR, 2022

Delegate-based Utility Preserving Synthesis for Pedestrian Image Anonymization.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Class Guided Channel Weighting Network for Fine-Grained Semantic Segmentation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Integrating Part of Speech Guidance for Image Captioning.
IEEE Trans. Multim., 2021

A Camera Identity-guided Distribution Consistency Method for Unsupervised Multi-target Domain Person Re-identification.
ACM Trans. Intell. Syst. Technol., 2021

MKEL: Multiple Kernel Ensemble Learning via Unified Ensemble Loss for Image Classification.
ACM Trans. Intell. Syst. Technol., 2021

Multiview Common Subspace Clustering via Coupled Low Rank Representation.
ACM Trans. Intell. Syst. Technol., 2021

Deep Multiple Instance Hashing for Fast Multi-Object Image Search.
IEEE Trans. Image Process., 2021

Imitating targets from all sides: an unsupervised transfer learning method for person re-identification.
Int. J. Mach. Learn. Cybern., 2021

Deep embedding of concept ontology for hierarchical fashion recognition.
Neurocomputing, 2021

Unnoticeable synthetic face replacement for image privacy protection.
Neurocomputing, 2021

Hierarchical bilinear convolutional neural network for image classification.
IET Comput. Vis., 2021

"Do You Know You Are Tracked by Photos That You Didn't Take": Location-Aware Multi-Party Image Privacy Protection.
CoRR, 2021

A divide-and-unite deep network for person re-identification.
Appl. Intell., 2021

Effective De-identification Generative Adversarial Network for Face Anonymization.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Self-supervised Network Evolution for Few-shot Classification.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

DeepME: Deep Mixture Experts for Large-scale Image Classification.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020
Discriminative Fast Hierarchical Learning for Multiclass Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2020

Exploiting Related and Unrelated Tasks for Hierarchical Metric Learning and Image Classification.
IEEE Trans. Image Process., 2020

Deep Spatial and Temporal Network for Robust Visual Object Tracking.
IEEE Trans. Image Process., 2020

REMIND: Risk Estimation Mechanism for Images in Network Distribution.
IEEE Trans. Inf. Forensics Secur., 2020

Three-step action search networks with deep Q-learning for real-time object tracking.
Pattern Recognit., 2020

A generalized least-squares approach regularized with graph embedding for dimensionality reduction.
Pattern Recognit., 2020

A novel generative adversarial net for calligraphic tablet images denoising.
Multim. Tools Appl., 2020

A concept ontology triplet network for learning discriminative representations of fine-grained classes.
Multim. Tools Appl., 2020

A fast hybrid computer vision technique for real-time embedded bus passenger flow calculation through camera.
Multim. Tools Appl., 2020

Hierarchical convolutional neural network via hierarchical cluster validity based visual tree learning.
Neurocomputing, 2020

6D object pose estimation via viewpoint relation reasoning.
Neurocomputing, 2020

Aggregating diverse deep attention networks for large-scale plant species identification.
Neurocomputing, 2020

Robust low rank representation via feature and sample scaling.
Neurocomputing, 2020

Cluster-level Feature Alignment for Person Re-identification.
CoRR, 2020

Automatic Image Labelling at Pixel Level.
CoRR, 2020

A neighbour scale fixed approach for influence maximization in social networks.
Computing, 2020

Feature Selection-Based Hierarchical Deep Network for Image Classification.
IEEE Access, 2020

A Novel Orthogonality Loss for Deep Hierarchical Multi-Task Learning.
IEEE Access, 2020

AttenNet: Deep Attention Based Retinal Disease Classification in OCT Images.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

An End-to-End Scalable Object Detection Network for Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Learning Deep Network for Detecting 3D Object Keypoints and 6D Poses.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Adaptive Fractional Dilated Convolution Network for Image Aesthetics Assessment.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Integrating Long-Short Term Network for Efficient Video Object Segmentation.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019
TOP-SIFT: the selected SIFT descriptor based on dictionary learning.
Vis. Comput., 2019

Exploiting Mid-Level Semantics for Large-Scale Complex Video Classification.
IEEE Trans. Multim., 2019

Effective 3-D Shape Retrieval by Integrating Traditional Descriptors and Pointwise Convolution.
IEEE Trans. Multim., 2019

Learning multi-layer coarse-to-fine representations for large-scale image classification.
Pattern Recognit., 2019

A generalized multi-dictionary least squares framework regularized with multi-graph embeddings.
Pattern Recognit., 2019

Deep Mixture of Diverse Experts for Large-Scale Visual Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Plant recognition via leaf shape and margin features.
Multim. Tools Appl., 2019

Graph-regularized multi-view semantic subspace learning.
Int. J. Mach. Learn. Cybern., 2019

Infrared and Visible Image Fusion Method by Using Hybrid Representation Learning.
IEEE Geosci. Remote. Sens. Lett., 2019

Ontology-driven hierarchical sparse coding for large-scale image classification.
Neurocomputing, 2019

Multi-label learning method based on ML-RBF and laplacian ELM.
Neurocomputing, 2019

A novel CNN structure for fine-grained classification of Chinese calligraphy styles.
Int. J. Document Anal. Recognit., 2019

Image fusion method based on simultaneous sparse representation with non-subsampled contourlet transform.
IET Comput. Vis., 2019

On spatio-temporal blockchain query processing.
Future Gener. Comput. Syst., 2019

MOD: A Deep Mixture Model with Online Knowledge Distillation for Large Scale Video Temporal Concept Localization.
CoRR, 2019

A novel binary/real-valued pigeon-inspired optimization for economic/environment unit commitment with renewables and plug-in vehicles.
Sci. China Inf. Sci., 2019

Fovea Localization in Fundus Photographs by Faster R-CNN with Physiological Prior.
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019

Embedding Complementary Deep Networks for Image Classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Domain-Camera Adaptation for Unsupervised Person Re-Identification.
Proceedings of the 6th International Conference on Behavioral, 2019

Object-based Image Discrimination Relationship Recognition.
Proceedings of the 6th International Conference on Behavioral, 2019

Learning Competitive and Discriminative Reconstructions for Anomaly Detection.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Beyond Bilinear: Generalized Multimodal Factorized High-Order Pooling for Visual Question Answering.
IEEE Trans. Neural Networks Learn. Syst., 2018

Embedding Visual Hierarchy With Deep Networks for Large-Scale Visual Recognition.
IEEE Trans. Image Process., 2018

Leveraging Content Sensitiveness and User Trustworthiness to Recommend Fine-Grained Privacy Settings for Social Image Sharing.
IEEE Trans. Inf. Forensics Secur., 2018

Integrating multi-level deep learning and concept ontology for large-scale visual recognition.
Pattern Recognit., 2018

Panchromatic and multi-spectral image fusion for new satellites based on multi-channel deep model.
Mach. Vis. Appl., 2018

Locally linear spatial pyramid hash for large-scale image search.
Multim. Tools Appl., 2018

Least squares kernel ensemble regression in Reproducing Kernel Hilbert Space.
Neurocomputing, 2018

Dual regularized multi-view non-negative matrix factorization for clustering.
Neurocomputing, 2018

UFace: Your universal password that no one can see.
Comput. Secur., 2018

A Hierarchical Cluster Validity Based Visual Tree Learning for Hierarchical Classification.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Deformable Point Cloud Recognition Using Intrinsic Function and Deep Learning.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Deep Learning of Path-Based Tree Classifiers for Large-Scale Plant Species Identification.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Ontology-Driven Hierarchical Deep Learning for Fashion Recognition.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

From Text to Video: Exploiting Mid-Level Semantics for Large-Scale Video Classification.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Deep Point Convolutional Approach for 3D Model Retrieval.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

NeXtVLAD: An Efficient Neural Network to Aggregate Frame-Level Features for Large-Scale Video Classification.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
HD-MTL: Hierarchical Deep Multi-Task Learning for Large-Scale Visual Recognition.
IEEE Trans. Image Process., 2017

iPrivacy: Image Privacy Protection by Identifying Sensitive Objects via Deep Multi-Task Learning.
IEEE Trans. Inf. Forensics Secur., 2017

Hierarchical learning of multi-task sparse metrics for large-scale image classification.
Pattern Recognit., 2017

MapReduce-based clustering for near-duplicate image identification.
Multim. Tools Appl., 2017

An automatic image-text alignment method for large-scale web image retrieval.
Multim. Tools Appl., 2017

Class-specific object proposals re-ranking for object detection in automatic driving.
Neurocomputing, 2017

Spatial pyramid deep hashing for large-scale image retrieval.
Neurocomputing, 2017

Ranking influential nodes in social networks based on node position and neighborhood.
Neurocomputing, 2017

A preference elicitation method based on bipartite graphical correlation and implicit trust.
Neurocomputing, 2017

Beyond Bilinear: Generalized Multi-modal Factorized High-order Pooling for Visual Question Answering.
CoRR, 2017

Embedding Visual Hierarchy with Deep Networks for Large-Scale Visual Recognition.
CoRR, 2017

Deep Mixture of Diverse Experts for Large-Scale Visual Recognition.
CoRR, 2017

Deep Multiple Instance Hashing for Object-based Image Retrieval.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Privacy Setting Recommendation for Image Sharing.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Deep Mixture of Experts with Diverse Task Spaces.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Fine-grained image recognition via weakly supervised click data guided bilinear CNN model.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Multi-modal Factorized Bilinear Pooling with Co-attention Learning for Visual Question Answering.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Deep Multi-task Learning for Large-Scale Image Classification.
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

Automatic Privacy Prediction to Accelerate Social Image Sharing.
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

2016
Statistical modeling for automatic image indexing and retrieval.
Neurocomputing, 2016

Hierarchical learning of large-margin metrics for large-scale image classification.
Neurocomputing, 2016

Privacy Protection for Social Video via Background Estimation and CRF-Based Videographer's Intention Modeling.
IEICE Trans. Inf. Syst., 2016

A novel framework for semantic entity identification and relationship integration in large scale text data.
Future Gener. Comput. Syst., 2016

Re-ranking Object Proposals for Object Detection in Automatic Driving.
CoRR, 2016

Hybrid Manifold Regularized Non-negative Matrix Factorization for Data Representation.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

2015
Content-Irrelevant Tag Cleansing via Bi-Layer Clustering and Peer Cooperation.
J. Signal Process. Syst., 2015

Multi-View Concept Learning for Data Representation.
IEEE Trans. Knowl. Data Eng., 2015

Hierarchical Classification of Large-Scale Patient Records for Automatic Treatment Stratification.
IEEE J. Biomed. Health Informatics, 2015

Hierarchical Learning of Tree Classifiers for Large-Scale Plant Species Identification.
IEEE Trans. Image Process., 2015

Automatic image-text alignment for large-scale web image indexing and retrieval.
Pattern Recognit., 2015

Training more discriminative multi-class classifiers for hand detection.
Pattern Recognit., 2015

Cost-sensitive learning of hierarchical tree classifiers for large-scale image classification and novel category detection.
Pattern Recognit., 2015

A semi-supervised incremental learning method based on adaptive probabilistic hypergraph for video semantic detection.
Multim. Tools Appl., 2015

Automatic tag-to-region assignment via multiple instance learning.
Multim. Tools Appl., 2015

A regularized optimization framework for tag completion and image retrieval.
Neurocomputing, 2015

Learning local Gaussian process regression for image super-resolution.
Neurocomputing, 2015

Multi-view Semantic Learning for Data Representation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Hierarchical Learning for Large-Scale Image Classification via CNN and Maximum Confidence Path.
Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

Fast learning discriminative dictionaries for large-scale visual recognition.
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Parallel AP Clustering and Re-ranking for Automatic Image-Text Alignment and Large-Scale Web Image Search.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Discovering the Latent Similarities of the KNN Graph by Metric Transformation.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

TOP-SIFT: A New Method for SIFT Descriptor Selection.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

2014
Automatic Abstract Tag Detection for Social Image Tag Refinement and Enrichment.
J. Signal Process. Syst., 2014

Learning group-based dictionaries for discriminative image representation.
Pattern Recognit., 2014

Jointly Learning Visually Correlated Dictionaries for Large-Scale Visual Recognition Applications.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Integrating bilingual search results for automatic junk image filtering.
Multim. Tools Appl., 2014

Cross-modality based celebrity face naming for news image collections.
Multim. Tools Appl., 2014

Evidence-based SVM fusion for 3D model retrieval.
Multim. Tools Appl., 2014

A distributed approach for large-scale classifier training and image classification.
Neurocomputing, 2014

Generalized feature learning and indexing for object localization and recognition.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Task-Driven Image Retrieval Using Geographic Information.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

2013
Leveraging Social Supports for Improving Personal Expertise on ACL Reconstruction and Rehabilitation.
IEEE J. Biomed. Health Informatics, 2013

Image collection summarization via dictionary learning for sparse representation.
Pattern Recognit., 2013

Training inter-related classifiers for automatic image classification and annotation.
Pattern Recognit., 2013

Multi-label multi-instance learning with missing object tags.
Multim. Syst., 2013

Cross-modal social image clustering and tag cleansing.
J. Vis. Commun. Image Represent., 2013

Semantic Entity Identification in Large Scale Data via Statistical Features and DT-SVM.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Constructing Hierarchical Visual Tree for Discriminative Image Representation and Classification.
Proceedings of the Advances in Multimedia Information Processing - PCM 2013, 2013

Multiple Instance Learning for Automatic Image Annotation.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

Automatic Name-Face Alignment to Enable Cross-Media News Retrieval.
Proceedings of the IJCAI 2013, 2013

Extracting the semantic content of web pages via repeated structures.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

2012
Quantitative Characterization of Semantic Gaps for Learning Complexity Estimation and Inference Model Selection.
IEEE Trans. Multim., 2012

Fast Local Self-Similarity for describing interest regions.
Pattern Recognit. Lett., 2012

A covariance-free iterative algorithm for distributed principal component analysis on vertically partitioned data.
Pattern Recognit., 2012

Intended human object detection for automatically protecting privacy in mobile video surveillance.
Multim. Syst., 2012

Social Tag Enrichment via Automatic Abstract Tag Refinement.
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

Multi-Layer Network for Influence Propagation over Microblog.
Proceedings of the Intelligence and Security Informatics - Pacific Asia Workshop, 2012

Efficient graffiti image retrieval.
Proceedings of the International Conference on Multimedia Retrieval, 2012

Learning inter-related visual dictionary for object recognition.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Image collection summarization via dictionary learning for sparse representation.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
A Human-Centered Computing Framework to Enable Personalized News Video Recommendation.
Proceedings of the Multimedia Analysis, Processing and Communications, 2011

Structured Max-Margin Learning for Inter-Related Classifier Training and Multilabel Image Annotation.
IEEE Trans. Image Process., 2011

Multimedia news exploration and retrieval by integrating keywords, relations and visual features.
Multim. Tools Appl., 2011

Leveraging auxiliary text terms for automatic image annotation.
Proceedings of the 20th International Conference on World Wide Web, 2011

Towards More Precise Social Image-Tag Alignment.
Proceedings of the Advances in Multimedia Modeling, 2011

Efficient Large-Scale Image Data Set Exploration: Visual Concept Network and Image Summarization.
Proceedings of the Advances in Multimedia Modeling, 2011

Automatic image annotation with weakly labeled dataset.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Effective summarization of large-scale web images.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Multi-Kernel Multi-Label Learning with Max-Margin Concept Network.
Proceedings of the IJCAI 2011, 2011

Learning Inter-Related Statistical Query Translation Models for English-Chinese Bi-Directional CLIR.
Proceedings of the IJCAI 2011, 2011

Automatic generation of privacy-protected videos using background estimation.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Linking names and faces by person-based subset clustering.
Proceedings of the ICIMCS 2011, 2011

Multiple instance learning with missing object tags.
Proceedings of the ICIMCS 2011, 2011

Correlative multi-label multi-instance image annotation.
Proceedings of the IEEE International Conference on Computer Vision, 2011

2010
A Human-Centered Computing Framework to Enable Personalized News Video Recommendation.
Proceedings of the Video Search and Mining, 2010

Constructing distributed hippocratic video databases for privacy-preserving online patient training and counseling.
IEEE Trans. Inf. Technol. Biomed., 2010

Human action detection via boosted local motion histograms.
Mach. Vis. Appl., 2010

Exploit camera metadata for enhancing interesting region detection and photo retrieval.
Multim. Tools Appl., 2010

Multi-taskmulti-labelmultiple instance learning.
J. Zhejiang Univ. Sci. C, 2010

A Cross-Modal Approach to Cleansing Weakly Tagged Images.
IEEE Multim., 2010

Generating Visual Concept Network from Large-Scale Weakly-Tagged Images.
Proceedings of the Advances in Multimedia Modeling, 2010

Semantic Entity-Relationship Model for Large-Scale Multimedia News Exploration and Recommendation.
Proceedings of the Advances in Multimedia Modeling, 2010

Leveraging loosely-tagged images and inter-object correlations for tag recommendation.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Automatically protecting privacy in consumer generated videos using intended human object detector.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Integrating bilingual searches for junk image filtering.
Proceedings of the Second International Conference on Internet Multimedia Computing and Service, 2010

Speed up duplicate/near-duplicate image detection.
Proceedings of the Second International Conference on Internet Multimedia Computing and Service, 2010

Automatic filtering algorithm for imbalanced classification.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

Detecting intended human objects in human-captured videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Harvesting large-scale weakly-tagged image databases from the web.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Fusion of Multiple Features and Ranking SVM for Web-based English-Chinese OOV Term Translation.
Proceedings of the COLING 2010, 2010

Structured max-margin learning for multi-label image annotation.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

2009
Incorporate Visual Analytics to Design a Human-Centered Computing Framework for Personalized Classifier Training and Image Retrieval.
Proceedings of the Advances in Information and Intelligent Systems, 2009

An Interactive Approach for Filtering Out Junk Images From Keyword-Based Google Search Results.
IEEE Trans. Circuits Syst. Video Technol., 2009

JustClick: Personalized Image Recommendation via Exploratory Search From Large-Scale Flickr Images.
IEEE Trans. Circuits Syst. Video Technol., 2009

A distributed approach to enabling privacy-preserving model-based classifier training.
Knowl. Inf. Syst., 2009

Stochastic contour approach for automatic image segmentation.
J. Electronic Imaging, 2009

Personalized News Video Recommendation.
Proceedings of the Advances in Multimedia Modeling, 2009

Personalized Image Recommendation.
Proceedings of the Advances in Multimedia Modeling, 2009

Incorporating camera metadata for attended region detection and consumer photo classification.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Extracting informative images from web news pages via imbalanced classification.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Leveraging large-scale weakly-tagged images to train inter-related classifiers for multi-label annotation.
Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining, 2009

Human-computer interaction for large-scale image retrieval.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Integrating visual and semantic contexts for topic network generation and word sense disambiguation.
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008
Incorporating feature hierarchy and boosting to achieve more effective classifier training and concept-oriented video summarization and skimming.
ACM Trans. Multim. Comput. Commun. Appl., 2008

Mining Multilevel Image Semantics via Hierarchical Classification.
IEEE Trans. Multim., 2008

Integrating Concept Ontology and Multitask Learning to Achieve More Effective Classifier Training for Multilevel Image Annotation.
IEEE Trans. Image Process., 2008

Integrating multi-modal content analysis and hyperbolic visualization for large-scale news video retrieval and exploration.
Signal Process. Image Commun., 2008

Detecting Interesting Regions in Photographs - How Metadata Can Help.
Proceedings of the Advances in Multimedia Information Processing, 2008

Knowledge Mining and Visualization on News Webpages and Large-Scale News Video Database.
Proceedings of the IFIP International Conference on Network and Parallel Computing, 2008

A Novel Approach for Filtering Junk Images from Google Search Results.
Proceedings of the Advances in Multimedia Modeling, 2008

New Approach for Hierarchical Classifier Training and Multi-level Image Annotation.
Proceedings of the Advances in Multimedia Modeling, 2008

Personalized news video recommendation.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

A novel approach to enable semantic and visual image summarization for exploratory image search.
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

3D MRI brain image segmentation based on region restricted EM algorithm.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Personalized News Video Recommendation Via Interactive Exploration.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

2007
Incorporating Concept Ontology for Hierarchical Video Classification, Annotation, and Visualization.
IEEE Trans. Multim., 2007

A robust incremental learning framework for accurate skin region segmentation in color images.
Pattern Recognit., 2007

Mining Large-Scale News Video Database Via Knowledge Visualization.
Proceedings of the Advances in Visual Information Systems, 9th International Conference, 2007

Hierarchical classification for automatic image annotation.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Large scale news video database browsing and retrieval via information visualization.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

Analyzing Large-Scale News Video Databases to Support Knowledge Visualization and Intuitive Retrieval.
Proceedings of the 2nd IEEE Symposium on Visual Analytics Science and Technology, 2007

Support cluster machine.
Proceedings of the Machine Learning, 2007

Salient Object Detection on Large-Scale Video Data.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Access control, confidentiality and privacy for video surveillance databases.
Proceedings of the 11th ACM Symposium on Access Control Models and Technologies, 2006

Large-scale news video retrieval via visualization.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Large-scale video retrieval via semantic classification.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Building concept ontology for medical video annotation.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Searching and browsing large scale image database using keywords and ontology.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Automatic image annotation by incorporating feature hierarchy and boosting to scale up SVM classifiers.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Automatic function selection for large scale salient object detection.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Incorporating concept ontology to enable probabilistic concept reasoning for multi-level image annotation.
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2006

Semantic Image Browser: Bridging Information Visualization with Automated Intelligent Image Analysis.
Proceedings of the 1st IEEE Symposium On Visual Analytics Science And Technology, 2006

Exploring Large-Scale Video News via Interactive Visualization.
Proceedings of the 1st IEEE Symposium On Visual Analytics Science And Technology, 2006

2005
Seeded region growing: an extensive and comparative study.
Pattern Recognit. Lett., 2005

Statistical modeling and conceptualization of natural images.
Pattern Recognit., 2005

Semantic image classification with hierarchical feature subset selection.
Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005

Mining images on semantics via statistical learning.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Learning the Semantics of Images by Using Unlabeled Samples.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

A novel approach for privacy-preserving video sharing.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004
ClassView: hierarchical video shot classification, indexing, and accessing.
IEEE Trans. Multim., 2004

Concept-oriented indexing of video databases: toward semantic sensitive retrieval and browsing.
IEEE Trans. Image Process., 2004

Exploring video content structure for hierarchical summarization.
Multim. Syst., 2004

VDBMS: A testbed facility for research in video database benchmarking.
Multim. Syst., 2004

Semantic video classification with insufficient labeled samples.
Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004

Semantic video classification by integrating unlabeled samples for classifier training.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Automatic image annotation by using concept-sensitive salient objects for image content representation.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Concept-oriented video skimming via semantic video classification.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Multi-level annotation of natural scenes using dominant image components and semantic concepts.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Concept-oriented video skimming and adaptation via semantic classification.
Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

Semantic video classification and feature subset selection under context and concept uncertainty.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2004

Multimodal Salient Objects: General Building Blocks of Semantic Video Concepts.
Proceedings of the Image and Video Retrieval: Third International Conference, 2004

Salient Objects: Semantic Building Blocks for Image Concept Interpretation.
Proceedings of the Image and Video Retrieval: Third International Conference, 2004

2003
A hierarchical access control model for video database systems.
ACM Trans. Inf. Syst., 2003

Accessing Video Contents through Key Objects over IP.
Multim. Tools Appl., 2003

Hierarchical video content description and summarization using unified semantic and visual similarity.
Multim. Syst., 2003

Semantic video classification by integrating flexible mixture model with adaptive EM algorithm.
Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2003

Semantic principal video shot classification via mixture Gaussian.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Medical Video Mining for Efficient Database Indexing, Management and Access.
Proceedings of the 19th International Conference on Data Engineering, 2003

Principal Video Shot: Linking Low-Level Perceptional Features to Semantic Video Events.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

2002
An automatic algorithm for semantic object generation and temporal tracking.
Signal Process. Image Commun., 2002

Model-Based Video Classification toward Hierarchical Representation, Indexing and Access.
Multim. Tools Appl., 2002

Novel tracking-based moving object extraction algorithm.
J. Electronic Imaging, 2002

Hierarchical video summarization for medical data.
Proceedings of the Storage and Retrieval for Media Databases 2002, 2002

Seeded image segmentation for content-based image retrieval application.
Proceedings of the Storage and Retrieval for Media Databases 2002, 2002

Qualitative Camera Motion Classification for Content-Based Video Indexing.
Proceedings of the Advances in Multimedia Information Processing, 2002

Semi-automatic Video Content Annotation.
Proceedings of the Advances in Multimedia Information Processing, 2002

ClassMiner: mining medical video for scalable skimming and summarization.
Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002

A Video Database Management System for Advancing Video Database Research.
Proceedings of the MIS 2002, International Workshop on Multimedia Information Systems, October 10, 2002

B-EM: a classifier incorporating bootstrap with EM approach for data mining.
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

Towards facial feature extraction and verification for omni-face detection in video/images.
Proceedings of the 2002 International Conference on Image Processing, 2002

A Distributed Database Server for Continuous Media.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

ClassMiner: Mining Medical Video Content Structure and Events Towards Efficient Access and Scalable Skimming.
Proceedings of the 2002 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2002

2001
Automatic image segmentation by integrating color-edge extraction and seeded region growing.
IEEE Trans. Image Process., 2001

Automatic model-based semantic object extraction algorithm.
IEEE Trans. Circuits Syst. Video Technol., 2001

Spatiotemporal segmentation for compact video representation.
Signal Process. Image Commun., 2001

An improved automatic isotropic color edge detection technique.
Pattern Recognit. Lett., 2001

Automatic Moving Object Extraction toward Content-Based Video Representation and Indexing.
J. Vis. Commun. Image Represent., 2001

MultiView: Multilevel video content representation and retrieval.
J. Electronic Imaging, 2001

Model-based semantic object extraction for content-based video representation and indexing.
Proceedings of the Storage and Retrieval for Media Databases 2001, 2001

Automatic Scene Detection in News Program by Integrating Visual Feature and Rules.
Proceedings of the Advances in Multimedia Information Processing, 2001

Seeded Semantic Object Generation toward Content-Based Video Indexing.
Proceedings of the Advances in Multimedia Information Processing, 2001

2000
Adaptive motion-compensated video coding scheme towards content-based bit rate allocation.
J. Electronic Imaging, 2000


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