Lei Zhang

According to our database1, Lei Zhang authored at least 153 papers between 2001 and 2016.

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Bibliography

2016
Multi-View Subspace Clustering via Relaxed L1-Norm of Tensor Multi-Rank.
CoRR, 2016

2015
Partial-Duplicate Clustering and Visual Pattern Discovery on Web Scale Image Database.
IEEE Trans. Multimedia, 2015

Regularized discriminant embedding for visual descriptor learning.
Neurocomputing, 2015

IdeaPanel: A Large Scale Interactive Sketch-based Image Search System.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Sketch-based Image Retrieval via Shape Words.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Scalable Visual Instance Mining with Instance Graph.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
A Prior-Free Weighting Scheme for Binary Code Ranking.
IEEE Trans. Multimedia, 2014

Viewpoint-Aware Representation for Sketch-Based 3D Model Retrieval.
IEEE Signal Process. Lett., 2014

A novel clustered MongoDB-based storage system for unstructured data with high availability.
Computing, 2014

2013
Image search - from thousands to billions in 20 years.
TOMCCAP, 2013

Special issue on image feature detection and description.
Neurocomputing, 2013

Nested-SIFT for Efficient Image Matching and Retrieval.
IEEE MultiMedia, 2013

Regularized Discriminant Embedding for Visual Descriptor Learning
CoRR, 2013

Indexing billions of images for sketch-based retrieval.
Proceedings of the ACM Multimedia Conference, 2013

MagicBrush: image search by color sketch.
Proceedings of the ACM Multimedia Conference, 2013

Duplicate Discovery on 2 Billion Internet Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Exploring Implicit Image Statistics for Visual Representativeness Modeling.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Efficient 2D-to-3D Correspondence Filtering for Scalable 3D Object Recognition.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Finding Celebrities in Billions of Web Images.
IEEE Trans. Multimedia, 2012

Duplicate-Search-Based Image Annotation Using Web-Scale Data.
Proceedings of the IEEE, 2012

A probabilistic graphical model for topic and preference discovery on social media.
Neurocomputing, 2012

Analogical Reasoning for Answer Ranking in Social Question Answering.
IEEE Intelligent Systems, 2012

Towards indexing representative images on the web.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Sketch2Tag: automatic hand-drawn sketch recognition.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Query-adaptive shape topic mining for hand-drawn sketch recognition.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

A rapid flower/leaf recognition system.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Trip Mining and Recommendation from Geo-tagged Photos.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012

Efficient Tag Mining via Mixture Modeling for Real-Time Search-Based Image Annotation.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

MyStore: A High Available Distributed Storage System for Unstructured Data.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

Free Hand-Drawn Sketch Segmentation.
Proceedings of the Computer Vision - ECCV 2012, 2012

Pairwise Rotation Invariant Co-occurrence Local Binary Pattern.
Proceedings of the Computer Vision - ECCV 2012, 2012

QsRank: Query-sensitive hash code ranking for efficient ∊-neighbor search.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

PartBook for image parsing.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

The scale of edges.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

3D visual phrases for landmark recognition.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Hierarchical Object Representations for Visual Recognition via Weakly Supervised Learning.
Proceedings of the Computer Vision - ACCV 2012, 2012

2011
Summarizing tourist destinations by mining user-generated travelogues and photos.
Computer Vision and Image Understanding, 2011

Query by document via a decomposition-based two-level retrieval approach.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

From one tree to a forest: a unified solution for structured web data extraction.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Multi-feature pLSA for combining visual features in image annotation.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

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

Sketch2Cartoon: composing cartoon images by sketching.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Contextual synonym dictionary for visual object retrieval.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Grassmann Hashing for approximate nearest neighbor search in high dimensional space.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Rank-SIFT: Learning to rank repeatable local interest points.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Edgel index for large-scale sketch-based image search.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

User browsing behavior-driven web crawling.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Constructing Concept Lexica With Small Semantic Gaps.
IEEE Trans. Multimedia, 2010

MindFinder: image search by interactive sketching and tagging.
Proceedings of the 19th International Conference on World Wide Web, 2010

Diversifying landmark image search results by learning interested views from community photos.
Proceedings of the 19th International Conference on World Wide Web, 2010

A pattern tree-based approach to learning URL normalization rules.
Proceedings of the 19th International Conference on World Wide Web, 2010

Equip tourists with knowledge mined from travelogues.
Proceedings of the 19th International Conference on World Wide Web, 2010

Mining adjacent markets from a large-scale ads video collection for image advertising.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Photo2Trip: an interactive trip planning system based on geo-tagged photos.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Understanding multimedia content using web scale social media data.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Photo2Trip: generating travel routes from geo-tagged photos for trip planning.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

MindFinder: interactive sketch-based image search on millions of images.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Robust semantic sketch based specific image retrieval.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

An efficient location extraction algorithm by leveraging web contextual information.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Max-Margin Dictionary Learning for Multiclass Image Categorization.
Proceedings of the Computer Vision, 2010

Interest seam image.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

ARISTA - image search to annotation on billions of web photos.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Probabilistic models for supervised dictionary learning.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Spatial-bag-of-features.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Relevance Feedback for Content-Based Information Retrieval.
Proceedings of the Encyclopedia of Database Systems, 2009

Annotation-based Image Retrieval.
Proceedings of the Encyclopedia of Database Systems, 2009

A Unified Relevance Feedback Framework for Web Image Retrieval.
IEEE Trans. Image Processing, 2009

Non-Negative Semi-Supervised Learning.
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Incorporating site-level knowledge to extract structured data from web forums.
Proceedings of the 18th International Conference on World Wide Web, 2009

Ranking community answers via analogical reasoning.
Proceedings of the 18th International Conference on World Wide Web, 2009

Modeling semantics and structure of discussion threads.
Proceedings of the 18th International Conference on World Wide Web, 2009

Ranking community answers by modeling question-answer relationships via analogical reasoning.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Simultaneously modeling semantics and structure of threaded discussions: a sparse coding approach and its applications.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

LogisticLDA: Regularizing Latent Dirichlet Allocation by Logistic Regression.
Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation, 2009

Multimedia content analysis: model-based approaches vs. data-driven approaches.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Argo: intelligent advertising made possible from users' photos.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

TravelScope: standing on the shoulders of dedicated travelers.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Generating location overviews with images and tags by mining user-generated travelogues.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Incorporating site-level knowledge for incremental crawling of web forums: a list-wise strategy.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Argo: intelligent advertising by mining a user's interest from his photo collections.
Proceedings of the 3rd ACM SIGKDD Workshop on Data Mining and Audience Intelligence for Advertising, 2009

User grouping behavior in online forums.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Advertising based on users' photos.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

A lexica family with small semantic gap.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Efficient indexing for large scale visual search.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

The data deluge: Challenges and opportunities of unlimited data in statistical signal processing.
Proceedings of the IEEE International Conference on Acoustics, 2009

Visualizing textual travelogue with location-relevant images.
Proceedings of the 2009 International Workshop on Location Based Social Networks, 2009

Multi-label sparse coding for automatic image annotation.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Multiplicative nonnegative graph embedding.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Reconstruction and Recognition of Tensor-Based Objects With Concurrent Subspaces Analysis.
IEEE Trans. Circuits Syst. Video Techn., 2008

Annotating Images by Mining Image Search Results.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Scalable search-based image annotation.
Multimedia Syst., 2008

Improving relevance judgment of web search results with image excerpts.
Proceedings of the 17th International Conference on World Wide Web, 2008

iRobot: an intelligent crawler for web forums.
Proceedings of the 17th International Conference on World Wide Web, 2008

Learning to reduce the semantic gap in web image retrieval and annotation.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Exploring traversal strategy for web forum crawling.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Delivering online advertisements inside images.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Graph-based multiple-instance learning for object-based image retrieval.
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

What are the high-level concepts with small semantic gaps?
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Scalable Markov model-based image annotation.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

Search-based query suggestion.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007
Multilinear Discriminant Analysis for Face Recognition.
IEEE Trans. Image Processing, 2007

SBIA: search-based image annotation by leveraging web-scale images.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Scalable music recommendation by search.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

MusicSense: contextual music recommendation using emotional allocation modeling.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Searching One Billion Web Images by Content: Challenges and Opportunities.
Proceedings of the Multimedia Content Analysis and Mining, International Workshop, 2007

Retrieving Web Images to Enrich Music Representation.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Search Result Clustering Based Relevance Feedback for Web Image Retrival.
Proceedings of the IEEE International Conference on Acoustics, 2007

Automated Music Video Generation using WEB Image Resource.
Proceedings of the IEEE International Conference on Acoustics, 2007

Content-Based Image Annotation Refinement.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Learning query-biased web page summarization.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

IGroup: presenting web image search results in semantic clusters.
Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

2006
Human Gait Recognition With Matrix Representation.
IEEE Trans. Circuits Syst. Video Techn., 2006

Image annotation using search and mining technologies.
Proceedings of the 15th international conference on World Wide Web, 2006

EnjoyPhoto: a vertical image search engine for enjoying high-quality photos.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Image annotation refinement using random walk with restarts.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Image annotation by large-scale content-based image retrieval.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

VirtualTour: an online travel assistant based on high quality images.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

IGroup: a web image search engine with semantic clustering of search results.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

IGroup: web image search results clustering.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Scalable relevance feedback using click-through data for web image retrieval.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Scalable search-based image annotation of personal images.
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2006

AnnoSearch: Image Auto-Annotation by Search.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Ranking web objects from multiple communities.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
Boosting image classification with LDA-based feature combination for digital photograph management.
Pattern Recognition, 2005

Efficient 3D reconstruction for face recognition.
Pattern Recognition, 2005

Salient Feature Selection for Visual Concept Learning.
Proceedings of the Advances in Multimedia Information Processing, 2005

Parallel Image Matrix Compression for Face Recognition.
Proceedings of the 11th International Conference on Multi Media Modeling (MMM 2005), 2005

Iteratively clustering web images based on link and attribute reinforcements.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Multi-graph enabled active learning for multimodal web image retrieval.
Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005

Similarity space projection for web image search and annotation.
Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005

Auto cropping for digital photographs.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Natural Image Retrieval with Sketches.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Neighborhood Preserving Projections (NPP): A Novel Linear Dimension Reduction Method.
Proceedings of the Advances in Intelligent Computing, 2005

Coupled Kernel-Based Subspace Learning.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Discriminant Analysis with Tensor Representation.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Concurrent Subspaces Analysis.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Dynamic Feature Space Selection in Relevance Feedback Using Support Vector Machines.
Proceedings of the Pattern Recognition in Information Systems, 2004

A Novel Gabor-LDA Based Face Recognition Method.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Efficient propagation for face annotation in family albums.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Automated red-eye detection and correction in digital photographs.
Proceedings of the 2004 International Conference on Image Processing, 2004

Automatic 3D Reconstruction for Face Recognition.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

3D Shape Constraint for Facial Feature Localization Using Probabilistic-like Output.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

2003
Face Annotation for Family Photo Album Management.
Int. J. Image Graphics, 2003

Automated annotation of human faces in family albums.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

Semantic image clustering using relevance feedback.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

An efficient memorization scheme for relevance feedback in image retrieval.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Learning in Region-Based Image Retrieval.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

Head Pose Estimation using Fisher Manifold Learning.
Proceedings of the 2003 IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003), 2003

2002
Boosting Image Orientation Detection with Indoor vs. Outdoor Classification.
Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002

MyPhotos: a system for home photo management and processing.
Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002

Gaussian mixture model for relevance feedback in image retrieval.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

2001
FBCC: An Image Similarity Algorithm Based on Regions.
Proceedings of the Advances in Multimedia Information Processing, 2001

Support vector machine learning for image retrieval.
Proceedings of the 2001 International Conference on Image Processing, 2001


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