Columbia University
Electrical Engineering Department

Publications

Patents

  1. Wei Jiang, Courtenay Cotton, Shih-Fu Chang, Dan Ellis, Alexander C. Loui, Video Concept Classification Using Audio-Visual Atoms, US Patent 8135221, Issued 2012.
  2. Shih-Fu Chang, Wei Jiang, Alexander C. Loui, Active Context-based Concept Fusion, US Patent 7720851, Issued 2010.
  3. Wei Jiang, Alexander C. Loui, Video Concept Classification Using Temporally-Correlated Grouplets, US Patent Pending, Filed 2012.
  4. Wei Jiang, Alexander C. Loui, video Concept Classification Using Video Similarity Scores, US Patent Pending, Filed 2011.
  5. Wei Jiang, Alexander C. Loui, Video Concept Classification Using Audio-Visual Grouplets, US Patent Pending, Filed 2011.
  6. Wei Jiang, Alexander C. Loui, Video Summarization Using Audio and Visual Cues, US Patent Pending, Filed 2011.
  7. Wei Jiang, Alexander C. Loui, Adaptive Multimedia Semantic Concept Classification, Us Patent Pending, Filed 2010.
  8. Wei Jiang, Alexander C. Loui, Semantic Event Detection Using Cross-Domain Knowledge, Us Patent Pending, Filed 2009.
  9. Alexander C. Loui, Wei Jiang, Semantic Event Detection for Digital Content Records, US Patent Pending, Filed Dec. 2008.

Book Chapter

  1. Wei Jiang, Alexander C. Loui, Shih-Fu Chang, "Cross-domain learning for semantic concept detection," TV Content Analysis: Techniques and Applications, Series: Multimedia Computing, Communication and Intelligence, CRC Press, Taylor Francis LLC, March 2012.

Journal Papers

  1. Wei Jiang, Courtenay Cotton, Shih-Fu Chang, Dan Ellis, Alexander C. Loui, "Audio-visual atoms for generic video concept classification," ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), vol.6, no.3, 2010. PDF
  2. Wei Jiang, Guihua Er, Qionghai Dai, Jinwei Gu, "Similarity-based online feature selection in content-based image retrieval", IEEE Trans. on Image Processing (TIP), 15(3):702-712, 2006. PDF
  3. Wei Jiang, Guihua Er, Qionghai Dai, Jinwei Gu, "Hidden annotation for image retrieval with long-term relevance feedback learning", Pattern Recognition (PR), 38(11): 2007-2021, 2005. PDF

Conference Papers

  1. Wei Jiang, Alexander C. Loui, "Audio-visual grouplet: Temporal audio-visual interactions for general video concept classification," ACM Multimedia, Nov. 2011. PDF
  2. Wei Jiang, Alexander C. Loui, "Laplacian adaptive context-based svm for incremental video concept detection," ACM Multimedia Workshop on Social Media (ACM WSM), Nov. 2011. PDF
  3. Wei Jiang, Courtenay Cotton, Alexander C. Loui, "Automatic consumer video summarization by audio and visual analysis," ICME, July, 2011. PDF
  4. Wei Jiang, Cathleen D. Cerosaletti, Alexander C. Loui, "Automatic aesthetic value assessment in photographic images," ICME, July, 2010. PDF
  5. Wei Jiang, Courtenay Cotton, Shih-Fu Chang, Dan Ellis, Alexander C. Loui, "short-term audio-visual atoms for generic video concept classification," ACM Multimedia (ACM MM), nominated for best paper award, Oct. 2009. PDF
  6. Wei Jiang, Alexander C. Loui, "Effective semantic classification of consumer events for automatic content management," ACM Multimedia Workshop on Social Media (ACM WSM), Oct. 2009. PDF
  7. Wei Jiang, Lexing Xie, "Visual saliency with side information," ICASSP, pp.1765-1768, 2009. PDF
  8. Wei Jiang, Shih-Fu Chang, Tony Jebara, Alexander C. Loui, "Semantic concept classification by joint semi-supervised learning of feature subspaces and support vector machines," ECCV, Marseille, France, 2008. PDF
  9. Wei Jiang, Eric Zavesky, Shih-Fu Chang, Alexander C. Loui, "Cross-domain learning methods for high-level visual concept classification," ICIP, San Diego, CA, 2008. PDF
  10. Wei Jiang, Alexander C. Loui, "Semantic event detection based on visual concept prediction," ICME, nominated for best paper award Germany, 2008. PDF
  11. Wei Liu, Wei Jiang, Shih-Fu Chang, "Relevance aggregation projections for image retrieval," CIVR, Niagara Falls, ON, 2008. PDF
  12. Wei Jiang, Shih-Fu Chang, Alexander C. Loui, "Kernel sharing with joint boosting for multi-class concept detection," CVPR Workshop, Minneapolis, Minnesota, 2007. PDF
  13. Wei Jiang, Shih-Fu Chang, Alexander C. Loui, "Context-based concept fusion with boosted conditional random fields," ICASSP, (1):949-952, 2007. PDF
  14. Alexander C. Loui, Jiebo Luo, Shih-Fu Chang, Dan Ellis, Wei Jiang, Lyndon Kennedy, Keansub Lee, Akira Yanagawa, "Kodak's consumer video benchmark data set: Concept definition and annotation," MIR, pp.245-254, 2007. PDF
  15. Shih-Fu Chang, Dan Ellis, Wei Jiang, Keansub Lee, Akira Yanagawa, Alexander C. Loui, Jiebo Luo, "Large-scale multimodal semantic concept detection for consumer video," MIR, pp. 255-264, 2007. PDF
  16. Wei Jiang, Shih-Fu Chang, Alexander C. Loui, "Active context-based concept fusion with partial user labels," ICIP, pp.2917-2920, 2006. PDF
  17. Wei Jiang, Kap Luk Chan, Mingjing Li, Hongjiang Zhang, "Mapping low-level features to high-level semantic concepts in region-based image retrieval," CVPR, pp.244-249, 2005. PDF
  18. Wei Jiang, Guihua Er, Qionghai Dai,lian zhong, yao hou, "Relevance feedback learning with feature selection in region-based image retrieval," ICASSP, (2):509-512, 2005. PDF
  19. Wei Jiang, Guihua Er, Qionghai Dai, "Multiple boosting svm active learning for image retrieval," ICASSP, (3):421-424, 2004. PDF
  20. Wei Jiang, Guihua Er, Qionghai Dai, "Multi-layer semantic representation learning for image retrieval," ICIP, (4):2215-2218, 2004. PDF
  21. Wei Jiang, Mingjing Li, Hongjiang Zhang, Jinwei Gu, "Online feature selection based on genera-lized feature contrast model," ICME, (3):27-30, 2004. PDF
  22. Wei Jiang, Mingjing Li, Hongjiang Zhang, Jie Zhou, "Relevance feedback using random subspace method," ISCAS, (2):41-44, 2004. PDF

Notebook Papers

  1. Apostol Natsev, Wei Jiang, Michele Merler, John Smith, Jelena Tesic, Lexing Xie, Rong Yan, "IBM research TRECVID-2008 video retrieval system", NIST TRECVID Workshop, 2008.
  2. Shih-Fu Chang, Wei Jiang, Akira Yanagawa, Eric Zavesky, "Columbia university TRECVID 2007 high-level feature extraction", NIST TRECVID Workshop, 2007. PDF
  3. Shih-Fu Chang, Winston Hsu, Wei Jiang, Lyndon Kennedy, Dong Xu, Akira Yanagawa, Eric Zavesky, "olumbia university TRECVID-2006 video search and high-level feature extraction", NIST TRECVID Workshop, 2006. PDF

Technical Report

  1. Akira Yanagawa, Alexander C. Loui, Jiebo Luo, Shih-Fu Chang, Dan Ellis, Wei Jiang, Lyndon Kennedy, Keansub Lee, Kodak consumer video benckmark data set: concept definition and annotation, Columbia University ADVENT Technical Report #222-2008-8, September 2008. PDF