Jian Cheng

According to our database1, Jian Cheng authored at least 150 papers between 2003 and 2019.

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Bibliography

2019
Semantically Modeling of Object and Context for Categorization.
IEEE Trans. Neural Netw. Learning Syst., 2019

Multiview, Few-Labeled Object Categorization by Predicting Labels With View Consistency.
IEEE Trans. Cybernetics, 2019

Color-Sensitive Person Re-Identification.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018
DeepSearch: A Fast Image Search Framework for Mobile Devices.
TOMCCAP, 2018

Structured Weak Semantic Space Construction for Visual Categorization.
IEEE Trans. Neural Netw. Learning Syst., 2018

Image-Specific Classification With Local and Global Discriminations.
IEEE Trans. Neural Netw. Learning Syst., 2018

Object Categorization Using Class-Specific Representations.
IEEE Trans. Neural Netw. Learning Syst., 2018

Quantized CNN: A Unified Approach to Accelerate and Compress Convolutional Networks.
IEEE Trans. Neural Netw. Learning Syst., 2018

Multiview Label Sharing for Visual Representations and Classifications.
IEEE Trans. Multimedia, 2018

EgoGesture: A New Dataset and Benchmark for Egocentric Hand Gesture Recognition.
IEEE Trans. Multimedia, 2018

Incremental Codebook Adaptation for Visual Representation and Categorization.
IEEE Trans. Cybernetics, 2018

Recent advances in efficient computation of deep convolutional neural networks.
Frontiers of IT & EE, 2018

Birds of a feather flock together: Visual representation with scale and class consistency.
Inf. Sci., 2018

Image-level classification by hierarchical structure learning with visual and semantic similarities.
Inf. Sci., 2018

BundleNet: Learning with Noisy Label via Sample Correlations.
IEEE Access, 2018

BitStream: Efficient Computing Architecture for Real-Time Low-Power Inference of Binary Neural Networks on CPUs.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Core-set based product quantization for large-scale multimedia search.
Proceedings of the 10th International Conference on Internet Multimedia Computing and Service, 2018

VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018


Semi-supervised Generative Adversarial Hashing for Image Retrieval.
Proceedings of the Computer Vision - ECCV 2018, 2018

Training Binary Weight Networks via Semi-Binary Decomposition.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning Compression from Limited Unlabeled Data.
Proceedings of the Computer Vision - ECCV 2018, 2018

Block convolution: Towards memory-efficient inference of large-scale CNNs on FPGA.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

Two-Step Quantization for Low-Bit Neural Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

From Hashing to CNNs: Training Binary Weight Networks via Hashing.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Pseudo Label based Unsupervised Deep Discriminative Hashing for Image Retrieval.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

De-biased dart ensemble model for personalized recommendation.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Egocentric Gesture Recognition Using Recurrent 3D Convolutional Neural Networks with Spatiotemporal Transformer Modules.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Fixed-Point Factorized Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Fast K-means for Large Scale Clustering.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Bayesian Co-Boosting for Multi-modal Gesture Recognition.
Proceedings of the Gesture Recognition, 2017

2016
Guest Editorial: Image Analysis and Processing Leveraging Additional Information.
Multimedia Tools Appl., 2016

Enriching one-class collaborative filtering with content information from social media.
Multimedia Syst., 2016

LSSLP - Local structure sensitive label propagation.
Inf. Sci., 2016

Sequentially Supervised Long Short-Term Memory for Gesture Recognition.
Cognitive Computation, 2016

Accelerating Convolutional Neural Networks for Mobile Applications.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Learning to recognition from Bing Clickture data.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

Quantized Convolutional Neural Networks for Mobile Devices.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

DeepBE: Learning Deep Binary Encoding for Multi-label Classification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Shoot to Know What: An Application of Deep Networks on Mobile Devices.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Beyond Explicit Codebook Generation: Visual Representation Using Implicitly Transferred Codebooks.
IEEE Trans. Image Processing, 2015

Learning latent semantic model with visual consistency for image analysis.
Multimedia Tools Appl., 2015

Consensus hashing.
Machine Learning, 2015

DualDS: A dual discriminative rating elicitation framework for cold start recommendation.
Knowl.-Based Syst., 2015

How friends affect user behaviors? An exploration of social relation analysis for recommendation.
Knowl.-Based Syst., 2015

Image classification using boosted local features with random orientation and location selection.
Inf. Sci., 2015

Exploring Heterogeneity for Multi-Domain Recommendation with Decisive Factors Selection.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

When Personalization Meets Conformity: Collective Similarity based Multi-Domain Recommendation.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Incremental Matrix Factorization via Feature Space Re-learning for Recommender System.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Learning Deep Features For MSR-bing Information Retrieval Challenge.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Hashing for Distributed Data.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Concurrent group activity classification with context modeling.
Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

Online sketching hashing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Personalized Recommendation Meets Your Next Favorite.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014
Data-Dependent Hashing Based on p-Stable Distribution.
IEEE Trans. Image Processing, 2014

Bayesian co-boosting for multi-modal gesture recognition.
J. Mach. Learn. Res., 2014

Object categorization in sub-semantic space.
Neurocomputing, 2014

Beyond semantic attributes: Auxiliary feature discovery for image classification.
Neurocomputing, 2014

Semi-supervised multi-graph hashing for scalable similarity search.
Computer Vision and Image Understanding, 2014

Item group based pairwise preference learning for personalized ranking.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Random subspace for binary codes learning in large scale image retrieval.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Group latent factor model for recommendation with multiple user behaviors.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Learning Binary Codes with Bagging PCA.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Community discovering guided cold-start recommendation: A discriminative approach.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Less is More: Sparse Representative based Preference Elicitation for Cold Start Recommendation.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

Semi-randomized hashing for large scale data retrieval.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Adaptive Object Retrieval with Kernel Reconstructive Hashing.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Fast and Accurate Image Matching with Cascade Hashing for 3D Reconstruction.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Supervised Hashing with Soft Constraints.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Recommendation by Mining Multiple User Behaviors with Group Sparsity.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Script-to-Movie: A Computational Framework for Story Movie Composition.
IEEE Trans. Multimedia, 2013

Spectral Hashing With Semantically Consistent Graph for Image Indexing.
IEEE Trans. Multimedia, 2013

Object Detection Via Structural Feature Selection and Shape Model.
IEEE Trans. Image Processing, 2013

Asymmetric propagation based batch mode active learning for image retrieval.
Signal Processing, 2013

Dual local consistency hashing with discriminative projections selection.
Signal Processing, 2013

Hierarchical Remote Sensing Image Analysis via Graph Laplacian Energy.
IEEE Geosci. Remote Sensing Lett., 2013

Hashing with dual complementary projection learning for fast image retrieval.
Neurocomputing, 2013

TopRec: domain-specific recommendation through community topic mining in social network.
Proceedings of the 22nd International World Wide Web Conference, 2013

A Weighted One Class Collaborative Filtering with Content Topic Features.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

Fusing multi-modal features for gesture recognition.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Subspace learning based active learning for image retrieval.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Attribute expansion with sequential learning for object classification.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Cost-sensitive background subtraction.
Proceedings of the IEEE International Conference on Image Processing, 2013

Semi-supervised discriminative preference elicitation for cold-start recommendation.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Real-Time Probabilistic Covariance Tracking With Efficient Model Update.
IEEE Trans. Image Processing, 2012

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

An Incremental Structured Part Model for Image Classification.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Object detection via foreground contour feature selection and part-based shape model.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Improving Relevance Feedback for Image Retrieval with Asymmetric Sampling.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Modeling Hidden Topics with Dual Local Consistency for Image Analysis.
Proceedings of the Computer Vision - ACCV 2012, 2012

2011
Special edition on semi-supervised learning for visual content analysis and understanding.
Pattern Recognition, 2011

Image Quality Feedback-Based Adaptive Video Definition Improvement for the Space Manipulation Task.
Int. J. Image Graphics, 2011

Correlated PLSA for Image Clustering.
Proceedings of the Advances in Multimedia Modeling, 2011

Robust movie character identification and the sensitivity analysis.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Learning to detect salient region of image under weak supervision.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Representative sampling with certainty propagation for image retrieval.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

TVParser: An automatic TV video parsing method.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Building topographic subspace model with transfer learning for sparse representation.
Neurocomputing, 2010

Visual Attention Model Based Object Tracking.
Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010

Abnormal Change Detection of Image Quality Metric Series Using Diffusion Process and Stopping Time Theory.
Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010

Personalized Sports Video Customization for Mobile Devices.
Proceedings of the Advances in Multimedia Modeling, 2010

A improved silhouette tracking approach integrating particle filter with graph cuts.
Proceedings of the IEEE International Conference on Acoustics, 2010

A co-Gaussian Process based framework for remote sensing image change detection.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Effective Annotation and Search for Video Blogs with Integration of Context and Content Analysis.
IEEE Trans. Multimedia, 2009

Sports Video Analysis: Semantics Extraction, Editorial Content Creation and Adaptation.
Journal of Multimedia, 2009

A Novel Role-Based Movie Scene Segmentation Method.
Proceedings of the Advances in Multimedia Information Processing, 2009

A Variational Co-training Framework for Remote Sensing Image Segmentation.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

A Variational Bayesian Approach to Remote Sensing Image Change Detection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Semi-supervised Change Detection via Gaussian Processes.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Naming faces in films using hypergraph matching.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Multi-view multi-label active learning for image classification.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Human-centered picture slideshow personalization for mobile devices.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Human activity recognition based on the blob features.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Real-time visual tracking via Incremental Covariance Tensor Learning.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

A robust boosting tracker with minimum error bound in a co-training framework.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

2008
Selective Sampling Based on Dynamic Certainty Propagation for Image Retrieval.
Proceedings of the Advances in Multimedia Modeling, 2008

Urban Change Detection based on Local Features and Multiscale Fusion.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

A Multilevel Contextual Approach to Change Detection for very high Resolution Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Multi-cue collaborative kernel tracking with cross ratio invariant constraint.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A variational inference based approach for image segmentation.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Saliency Cuts: An automatic approach to object segmentation.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Hand posture recognition with co-training.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Change detection based on adaptive Markov Random Fields.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Automatic semantic annotation for video blogs.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Human-centered image navigation on mobile devices.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

A novel contextual descriptors for category recognition.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Synchronization analysis for synchronized diving videos.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

2007
Active learning for image retrieval with Co-SVM.
Pattern Recognition, 2007

Robust Speaking Face Identification for Video Analysis.
Proceedings of the Advances in Multimedia Information Processing, 2007

A Real-Time Hand Gesture Recognition Method.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Weighted Co-SVM for Image Retrieval with MVB Strategy.
Proceedings of the International Conference on Image Processing, 2007

Robust lip Localization on Multi-View Faces in Video.
Proceedings of the International Conference on Image Processing, 2007

Image Segmentation Using Co-EM Strategy.
Proceedings of the Computer Vision, 2007

2006
Ensemble learning for independent component analysis.
Pattern Recognition, 2006

Flexible background mixture models for foreground segmentation.
Image Vision Comput., 2006

Multi-View Sampling for Relevance Feedback in Image Retrieval.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005
Supervised kernel locality preserving projections for face recognition.
Neurocomputing, 2005

A Cascaded Ensemble Learning for Independent Component Analysis.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

A Novel Adaptive Gaussian Mixture Model for Background Subtraction.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

2004
Independent Component Analysis for Color Indexing.
IEICE Transactions, 2004

A Spatial Weighted Color Histogram for Image Retrieval.
IEICE Transactions, 2004

Improving ICA Performance for Modeling Image Appearance with the Kernel Trick.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Random Independent Subspace for Face Recognition.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Distance Based Kernel PCA Image Reconstruction.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Texture Classification Using Kernel Independent Component Analysi.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

A supervised nonlinear local embedding for face recognition.
Proceedings of the 2004 International Conference on Image Processing, 2004

Modeling Face Appearance With Nonlinear Independent Component Analysis.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Real-Time Infrared Object Tracking Based on Mean Shift.
Proceedings of the Progress in Pattern Recognition, 2004

2003
Image Retrieval Based on Independent Components of Color Histograms.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

Face Recognition Using Overcomplete Independent Component Analysis.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003


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