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2015

A comparison of 3D shape retrieval methods based on a large-scale benchmark supporting multimodal queries
Bo Li, Yijuan Lu, Chunyuan Li, Afzal Godil, Tobias Schreck, Masaki Aono, Martin Burtscher, Qiang Chen, Nihad K Chowdhury, Bin Fang, Hongbo Fu, Takahiko Furuya, Haisheng Li, Jianzhuang Liu, Henry Johan, Ryuichi Kosaka, Hitoshi Koyanagi, Ryutarou Ohbuchi, Atsushi Tatsuma, Yajuan Wan, Chaoli Zhang, and Changqing Zou
Computer Vision and Image Understanding (CVIU), 131:1-27, 2015. [pdf]

Image Search Reranking With Hierarchical Topic Awareness
Xinmei Tian, Linjun Yang, Yijuan Lu, Qi Tian, and Dacheng Tao
IEEE Transactions on Cybernetics (Accepted) [pdf]

BSIFT: Toward Data-Independent Codebook for Large Scale Image Search
Wengang Zhou, Houqiang Li, Richang Hong, Yijuan Lu, and Qi Tian
IEEE Transactions on Image Processing (TIP), VOL. 24, NO. 3, MARCH 2015 [pdf]

3D Sketch-Based 3D Model Retrieval
Bo Li, Yijuan Lu, Azeem Ghumman, Bradley Strylowski, Mario Gutierrez, Sayah Sadiq, Scott Forster, Natacha Feola, Travis Bugerin
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval (ICMR '15), Short Paper, pp. 555-558, 2015 [pdf]

KinectSBR: A Kinect-Assisted 3D Sketch-Based 3D Model Retrieval System
Bo Li, Yijuan Lu, Azeem Ghumman, Bradley Strylowski, Mario Gutierrez, Sayah Sadiq, Scott Forster, Natacha Feola, Travis Bugerin
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval (ICMR '15), Demo, 655-656, 2015 [pdf]

2014

A Benchmark of Simulated Range Images for Partial Shape Retrieval
Ivan Sipiran, Rafael Meruane, Benjamin Bustos, Tobias Schreck, Bo Li, Yijuan Lu, and Henry Johan
The Visual Computer, 3DOR'13 Special Issue, Vol. 30, Issue 11, pp 1293-1308, November 2014 [pdf]

A Comparison of Methods for Sketch-based 3D Shape Retrieval
Bo Li, Yijuan Lu, Afzal Godil, Tobias Schreck, Benjamin Bustos, Alfredo Ferreira, Takahiko Furuya, Manuel J. Fonseca, Henry Johan, Takahiro Matsuda, Ryutarou Ohbuchi, Pedro B. Pascoal, Jose M. Saavedra
Computer Vision and Image Understanding (CVIU), Vol. 119, pp. 57-80, Feb. 2014 [pdf]

Efficient View-Based 3D Reflection Symmetry Detection
Bo Li, Henry Johan, Yuxiang Ye, Yijuan Lu
SIGGRAPH Asia 2014 Workshop on Creative Shape Modeling and Design, 2:1-2:8, 2014 [pdf]

SHREC'14 Track: Large Scale Comprehensive 3D Shape Retrieval
Bo Li, Yijuan Lu, Chunyuan Li, Afzal Godil, Tobias Schreck, Masaki Aono, Qiang Chen, Nihad Karim Chowdhury, Bin Fang, Takahiko Furuya, Henry Johan, Ryuichi Kosaka, Hitoshi Koyanagi, Ryutarou Ohbuchi, Atsushi Tatsuma
Eurographics Workshop on 3D Object Retrieval 2014 (3DOR 2014), April, 2014 (As organizers and contestants) [pdf]

SHREC'14 Track: Extended Large Scale Sketch-Based 3DShape Retrieval
Bo Li, Yijuan Lu, Chunyuan Li, Afzal Godil, Tobias Schreck, Masaki Aono, Martin Burtscher, Hongbo Fu, Takahiko Furuya, Henry Johan, Jianzhuang Liu, Ryutarou Ohbuchi, Atsushi Tatsuma, Changqing Zou
Eurographics Workshop on 3D Object Retrieval 2014 (3DOR 2014), April, 2014 (As organizers and contestants) [pdf]

SHREC'14 Track: Shape Retrieval of Non-Rigid 3D Human Models
D. Pickup, X. Sun, P. L. Rosin, R. R. Martin, Z. Cheng, Z. Lian, M. Aono, A. Ben Hamza, A. Bronstein, M. Bronstein, S. Bu, U. Castellani S. Cheng, V. Garro, A. Giachetti, A. Godil, J. Han, H. Johan, L. Lai, B. Li, C. Li, H. Li, R. Litman, X. Liu, Z. Liu, Y. Lu, A. Tatsuma, J. Ye
Eurographics Workshop on 3D Object Retrieval 2014 (3DOR 2014), April, 2014 (As contestants) [pdf]

2013

Visual Word Expansion and BSIFT Verification for Large Scale Image Search
W. Zhou, H. Li, Y. Lu, M. Wang, Q. Tian
Multimedia System Journal (MMSJ), Accepted [pdf]

SIFT Match Verification by Geometric Coding for Large Scale Partial-duplicate Web Image Search
W. Zhou, H. Li, Y. Lu, Q. Tian
ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), 9(1), February, 2013 [pdf]

Human Movement Summarization and Depiction From Videos
Y. Lu, H. Jiang
IEEE International Conference on Multimedia and Expo (ICME) Full Paper, San Jose, 2013 [pdf]

Best Paper Award

Learning Image Saliency from Human Touch Behaviors
S. Fang, Y. Lu
IEEE International Conference on Multimedia and Expo (ICME), San Jose, July, 2013 [pdf]

Semantic Sketch-based 3D Model Retrieval
B.Li, Y. Lu, R. Fares
IEEE International Conference on Multimedia and Expo (ICME), San Jose, July, 2013 [pdf]

Semantic-Spatial Matching for Image Classification
Y. Yan, X. Tian, L. Yang, Y. Lu, H. Li
IEEE International Conference on Multimedia and Expo (ICME) Full Paper, San Jose, 2013 [pdf]

Improving PMVS Algorithm for 3D Scene Reconstruction from Sparse Stereo Pairs
B. Li, Y. V. Venkatesh, A. Kassim, and Y. Lu
Pacific-rim Conference on Multimedia (PCM), December 13-16, 2013 [pdf]

Automatic Image Annotation using Semantic Relevance
P. Zhao, Y. Lu, W. Wang, and W. Zhu
International Conference on Internet Multimedia Computing and Service (ICIMCS), August 17-19, 2013 [pdf]

Sketch-Based 3D Model Retrieval by Viewpoint Entropy-Based Adaptive View Clustering
B. Li, Y. Lu, H. Johan
The 6th Eurographics Workshop on 3D Object Retrieval (3DOR), May, 2013 [pdf]

SHREC'13 Track: Large Scale Sketch-Based 3D Shape Retrieval
B. Li, Y. Lu, A. Godil, T. Schreck, M. Aono, H. Johan, J. Saavedra, S. Tashiro
The 6th Eurographics Workshop on 3D Object Retrieval (3DOR), May, 2013 [pdf]

Won the First Place

SHREC'13 Track: Large-Scale Partial Shape Retrieval Track Using Simulated Range Images
I. Sipiran, R. Meruane, B. Bustos, T. Schreck, H. Johan, B. Li, and Y. Lu
The 6th Eurographics Workshop on 3D Object Retrieval (3DOR), May, 2013 [pdf]

Won the First Place

SHREC'13 Track: Retrieval of Objects Captured with Low-Cost Depth-Sensing Cameras
J. Machado, P. Pascoal, A. Ferreira, M. Abdelrahman, M. Aono, M. Melegy, A. Farag, H. Johan, B. Li, Y. Lu, and A. Tatsuma
The 6th Eurographics Workshop on 3D Object Retrieval (3DOR), May, 2013 [pdf]

Won the Second Place

2012

Discriminative Codebook Learning for Web Image Search
X. Tian, Y. Lu
Signal Processing, 2012 [pdf]

Principal Visual Word Discovery for Automatic License Plate Detection
W. Zhou, H. Li, Y. Lu, Q. Tian
IEEE Transactions on Image Processing (TIP), Vol. 21, No. 9, pp. 4269-4279, 2012 [pdf]

Query Difficulty Prediction for Web Image Search
X. Tian, Y. Lu, L. Yang
IEEE Transactions on Multimedia (TMM), 2012 [pdf]

Genre Identification for Office Document Search and Browsing
F. Chen, A. Girgensohn, M. Cooper, Y. Lu, G. Filby
International Journal of Document Analysis and recognition, Vol. 15, No. 3, pp 167-182, September 2012 [pdf]

Large Scale Similar Song Retrieval Using Beat-Aligned Chroma Patch Codebook with Location Verification
Y. Lu, J.E. Cabrera
International Conference on Signal Processing and Multimedia Applications (SIGMAP), Rome, Italy, July 2012 [pdf]

Scalar Quantization for Large Scale Image Search
W. Zhou, Y. Lu, H. Li, and Q. Tian
ACM Multimedia Full Paper (ACM MM), Nara, Japan, 2012 [pdf]

Inferring Chord Sequence Meanings via Lyrics: Process and Evaluation
T. Hara, N. Schuler, Y. Lu, D. Tamir
International Society for Music Information Retrieval Conference (ISMIR), Portugal, October 8-12, 2012 [pdf]

Binary SIFT: Towards Efficient Feature Matching Verification for Image Search
W. Zhou, H. Li, M. Wang, Y. Lu, Q. Tian
International Conference on Internet Multimedia Computing and Service (ICIMCS), September 9-11, 2012 [pdf]

Best Paper Award

2011

Personalized Multimedia Retrieval
Y. Lu , N.Sebe, R. Hytnen, and Q. Tian
International Journal of Multimedia Tools and Applications, Special Issue: Survey Papers in Multimedia by World Experts, Vol. 51, No. 1, pp. 247-277, January, 2011 [pdf]

Latent Visual Context Learning for Web Image Applications
W. Zhou, Q. Tian, Y. Lu, L. Yang, and H. Li,
Pattern Recognition, Special Issue on Semi-Supervised Learning for Visual Content Analysis and Understanding, Vol. 44, No. 10-11, pp. 2263-2273, October, 2011 [pdf]

Spatial Pooling for Transformation Invariant Image Representation
X. Li, Y. Song, Y. Lu, Q. Tian
ACM Multimedia (ACM MM), Scottsdale, Arizona, Nov. 28-Dec. 1, 2011 [pdf]

Large Scale Image Search with Geometric Coding
W. Zhou, H. Li, Y. Lu, Q. Tian
ACM Multimedia (ACM MM), Scottsdale, Arizona, Nov. 28-Dec. 1, 2011 [pdf]

Learning to Judge Image Search Results
X. Tian, Y. Lu, L. Yang, Q. Tian
ACM Multimedia Full Paper(ACM MM), Scottsdale, Arizona, Nov. 28-Dec. 1, 2011 [pdf]

Multi-Layer Orthogonal Visual Codebook for Image Classification
X. Li, Y. Song, Y. Lu , Q. Tian
IEEE International Conference on Acoustics, Speech, and Signal Processing(ICASSP),Prague, Czech Republic, March 22-27, 2011 [pdf]

Energy Management System for Smart Grid Consumers With Advanced Usage Information
T. Jin, Y. Lu, C. Kang
The Tenth IASTED Conference on Power and Energy Systems (EuroPES 2011), Crete, Greece, June 22-24, 2011 [pdf]

2010

Constructing Concept Lexica With Small Semantic Gaps
Y.Lu, L. Zhang, J. Liu, and Q. Tian
IEEE Transactions on Multimedia (TMM),pp. 288-299, Vol. 12, No. 4, June, 2010. [pdf]

Spatial Coding for Large Scale Partial-Duplicate Web Image Search
W. Zhou, Y. Lu, H. Li, Y. Song, Q. Tian
ACM Multimedia Full Paper(ACM MM),Florence, Italy, October 25-29, 2010. [pdf]

Large Scale Partially Duplicated Web Image Retrieval
W. Zhou, Y. Lu, H. Li, Y. Song, Q. Tian
ACM Multimedia Demo Paper(ACM MM),Florence, Italy, October 25-29, 2010. [pdf]

Canonical Image Selection by Visual Context Learning
W. Zhou, Y. Lu, H. Li, Q. Tian
20th International Conference on Pattern Recognition(ICPR),Turkey, August 23-26, 2010 [pdf]

Large Scale Partial-Duplicate Image Retrieval with Bi-Space Quantization and Geometric Consistency
W. Zhou, H. Li, Y. Lu, Q. Tian
IEEE International Conference on Acoustics, Speech, and Signal Processing(ICASSP),Dallas, TX, March 14-19, 2010 [pdf]

Building Pair-wise Visual Word Tree for Efficient Image Re-ranking
S. Zhang, Q. Huang, Y. Lu, W. Gao, Q. Tian
IEEE International Conference on Acoustics, Speech, and Signal Processing(ICASSP),Dallas, TX, March 14-19, 2010 [pdf]

2009

Discriminant Subspace Analysis: an Adaptive Approach for Image Classification
Y. Lu, Q. Tian
IEEE Transactions on Multimedia (TMM), Vol. 11, No. 7, November, 2009. [pdf]

Refining Image Retrieval Using One-Class Classification
J. Xiao, Y. Fu, Y. Lu, Q. Tian
IEEE International Conference on Multimedia and Expo (ICME), Cancun, Mexico, June 28-July 3, 2009. [pdf]

A Lexica Family With Small Semantic Gap
J. Liu, Q. Tian, Y. Lu, C. Wang, L. Zhang, X. Yang and S. Li
IEEE International Conference on Multimedia and Expo (ICME), Cancun, Mexico, June 28-July 3, 2009. [pdf]

2008 & Before

What Are the High-Level Concepts with Small Semantic Gaps?
Y. Lu, L. Zhang, Q. Tian, W. Ma
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR),Anchorage, Alaska, June 24-26, 2008 [pdf]

Adaptive Discriminant Analysis for Microarray-based Classification
Y. Lu, Q. Tian, J. Neary, F. Liu, and Y. Wang
ACM Transactions on Knowledge Discovery from Data (TKDD), Special Issue on Bioinformatics,
Vol.2, No. 1, Article 5, pp:5:1-5:20, March, 2008
[pdf]

Learning Microarray Gene Expression Data by Hybrid Discriminant Analysis
Y. Lu, Q. Tian, M. Sanchez, J. Neary, F. Liu, and Y. Wang
IEEE Multimedia Magazine, Special Issue on Multimedia Signal Processing and Systems
in Health Care and Life Science, pp.22-31, October-December 2007.
[pdf]

Interactive Semi-Supervised Learning for Microarray Analysis
Y. Lu, Q. Tian, F. Liu, M. Sanchez, and Y. Wang
IEEE Transactions on Computational Biology and Bioinformatics, Special Issue on Computational Intelligence Approaches in Computational Biology and Bioinformatics, Vo. 4, No. 2, pp: 190-203, April-June 2007. [pdf]

Feature Selection Using Principal Feature Analysis
Y. Lu, I. Cohen, X. Zhou, and Q. Tian
ACM Multimedia, September 24-29, 2007, Augsburg, Germany [pdf]