Alexander G. Hauptmann - Publications

Affiliations: 
Carnegie Mellon University, Pittsburgh, PA 
Area:
Computer Science

165 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Liang J, Jiang L, Cao L, Kalantidis Y, Li LJ, Hauptmann AG. Focal Visual-Text Attention for Memex Question Answering. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30624212 DOI: 10.1109/TPAMI.2018.2890628  0.36
2017 Ma Z, Chang X, Xu Z, Sebe N, Hauptmann AG. Joint Attributes and Event Analysis for Multimedia Event Detection. Ieee Transactions On Neural Networks and Learning Systems. PMID 28641271 DOI: 10.1109/TNNLS.2017.2709308  0.52
2017 Chang X, Ma Z, Lin M, Yang Y, Hauptmann A. Feature Interaction Augmented Sparse Learning for Fast Kinect Motion Detection. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 28574355 DOI: 10.1109/TIP.2017.2708506  0.52
2017 Luo M, Chang X, Nie L, Yang Y, Hauptmann AG, Zheng Q. An Adaptive Semisupervised Feature Analysis for Video Semantic Recognition. Ieee Transactions On Cybernetics. PMID 28237940 DOI: 10.1109/TCYB.2017.2647904  0.52
2017 Luo M, Nie F, Chang X, Yang Y, Hauptmann AG, Zheng Q. Adaptive Unsupervised Feature Selection With Structure Regularization. Ieee Transactions On Neural Networks and Learning Systems. PMID 28141533 DOI: 10.1109/TNNLS.2017.2650978  0.52
2017 Luo M, Nie F, Chang X, Yang Y, Hauptmann AG, Zhang Q. Avoiding Optimal Mean ℓ2,1-Norm Maximization-Based Robust PCA for Reconstruction. Neural Computation. 1-27. PMID 28095203 DOI: 10.1162/NECO_a_00937  0.52
2016 Chang X, Ma Z, Yang Y, Zeng Z, Hauptmann AG. Bi-Level Semantic Representation Analysis for Multimedia Event Detection. Ieee Transactions On Cybernetics. PMID 28113831 DOI: 10.1109/TCYB.2016.2539546  0.52
2016 Zhang F, Song Y, Cai W, Hauptmann AG, Liu S, Pujol S, Kikinis R, Fulham MJ, Feng DD, Chen M. Dictionary Pruning with Visual Word Significance for Medical Image Retrieval. Neurocomputing. 177: 75-88. PMID 27688597 DOI: 10.1016/j.neucom.2015.11.008  0.44
2016 Cheng Z, Li X, Shen J, Hauptmann AG. Which information sources are more effective and reliable in video search Sigir 2016 - Proceedings of the 39th International Acm Sigir Conference On Research and Development in Information Retrieval. 1069-1072. DOI: 10.1145/2911451.2914765  1
2016 Liu M, Liu X, Li Y, Chen X, Hauptmann AG, Shan S. Exploiting Feature Hierarchies with Convolutional Neural Networks for Cultural Event Recognition Proceedings of the Ieee International Conference On Computer Vision. 2016: 274-279. DOI: 10.1109/ICCVW.2015.44  1
2016 Duta IC, Uijlings JRR, Nguyen TA, Aizawa K, Hauptmann AG, Ionescu B, Sebe N. Histograms of Motion Gradients for real-time video classification Proceedings - International Workshop On Content-Based Multimedia Indexing. 2016. DOI: 10.1109/CBMI.2016.7500260  1
2016 Yu SI, Xu S, Ma Z, Li H, Hauptmann AG, Chang X, Yang Y, Meng D, Lin M, Lan Z, Gan C, Xu Z, Mao Z, Li X, Jiang L, et al. Strategies for searching video content with text queries or video examples Ite Transactions On Media Technology and Applications. 4: 227-238.  1
2015 Yan Y, Yang Y, Meng D, Liu G, Tong W, Hauptmann AG, Sebe N. Event oriented dictionary learning for complex event detection. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 24: 1867-78. PMID 25794390 DOI: 10.1109/TIP.2015.2413294  1
2015 Chen J, Jin Q, Yu Y, Hauptmann AG. Image profiling for history events on the fly Mm 2015 - Proceedings of the 2015 Acm Multimedia Conference. 291-300. DOI: 10.1145/2733373.2806242  1
2015 Jiang L, Yu SI, Meng D, Yang Y, Mitamura T, Hauptmann AG. Fast and accurate content-based semantic search in 100M Internet Videos Mm 2015 - Proceedings of the 2015 Acm Multimedia Conference. 49-58. DOI: 10.1145/2733373.2806237  1
2015 Chang X, Yu YL, Yang Y, Hauptmann AG. Searching persuasively: Joint event detection and evidence recounting with limited supervision Mm 2015 - Proceedings of the 2015 Acm Multimedia Conference. 581-590. DOI: 10.1145/2733373.2806218  1
2015 Jiang L, Yu SI, Meng D, Mitamura T, Hauptmann AG. Bridging the ultimate Semantic gap: A Semantic search engine for internet videos Icmr 2015 - Proceedings of the 2015 Acm International Conference On Multimedia Retrieval. 27-34. DOI: 10.1145/2671188.2749399  1
2015 Yu SI, Jiang L, Xu Z, Yang Y, Hauptmann AG. Content-based video search over 1 million videos with 1 core in 1 second Icmr 2015 - Proceedings of the 2015 Acm International Conference On Multimedia Retrieval. 419-426. DOI: 10.1145/2671188.2749398  1
2015 Gan C, Wang N, Yang Y, Yeung DY, Hauptmann AG. DevNet: A Deep Event Network for multimedia event detection and evidence recounting Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 7: 2568-2577. DOI: 10.1109/CVPR.2015.7298872  1
2015 Xu Z, Yang Y, Hauptmann AG. A discriminative CNN video representation for event detection Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 7: 1798-1807. DOI: 10.1109/CVPR.2015.7298789  1
2015 Lan Z, Lin M, Li X, Hauptmann AG, Raj B. Beyond Gaussian Pyramid: Multi-skip Feature Stacking for action recognition Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 7: 204-212. DOI: 10.1109/CVPR.2015.7298616  1
2015 Gao Z, Zhang H, Xu GP, Xue YB, Hauptmann AG. Multi-view discriminative and structured dictionary learning with group sparsity for human action recognition Signal Processing. 112: 83-97. DOI: 10.1016/j.sigpro.2014.08.034  1
2015 Zhang F, Song Y, Cai W, Hauptmann AG, Liu S, Pujol S, Kikinis R, Fulham MJ, Feng DD, Chen M. Dictionary pruning with visual word significance for medical image retrieval Neurocomputing. DOI: 10.1016/j.neucom.2015.11.008  1
2015 Liu X, Shan S, Li S, Hauptmann AG. Everything is in the face? Represent faces with object bank Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9010: 180-193. DOI: 10.1007/978-3-319-16634-6_14  1
2015 Lin M, Lan Z, Hauptmann AG. Density corrected sparse recovery when R.I.P. Condition is broken Ijcai International Joint Conference On Artificial Intelligence. 2015: 3664-3670.  1
2015 Gan C, Lin M, Yang Y, Zhuang Y, Hauptmann AG. Exploring semantic inter-class relationships (SIR) for zero-shot action recognition Proceedings of the National Conference On Artificial Intelligence. 5: 3769-3775.  1
2015 Jiang L, Meng D, Zhao Q, Shan S, Hauptmann AG. Self-paced curriculum learning Proceedings of the National Conference On Artificial Intelligence. 4: 2694-2700.  1
2015 Chang X, Yang Y, Hauptmann AG, Xing EP, Yu YL. Semantic concept discovery for large-scale zero-shot event detection Ijcai International Joint Conference On Artificial Intelligence. 2015: 2234-2240.  1
2015 Zhao Q, Meng D, Jiang L, Xie Q, Xu Z, Hauptmann AG. Self-paced learning for Matrix factorization Proceedings of the National Conference On Artificial Intelligence. 4: 3196-3202.  1
2015 Zhang F, Song Y, Cai W, Hauptmann AG, Liu S, Feng DD, Chen M. Ranking-based vocabulary pruning in bag-of-features for image retrieval Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8955: 436-445.  1
2014 Ma Z, Yang Y, Sebe N, Hauptmann AG. Knowledge Adaptation with Partially Shared Features for Event Detection Using Few Exemplars. Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 1789-802. PMID 26352232 DOI: 10.1109/TPAMI.2014.2306419  1
2014 Boujemaa N, Hauptmann AG, Satoh S. The future of multimedia analysis and mining Progress in Informatics. 41-44. DOI: 10.2201/NiiPi.2014.11.6  1
2014 Jiang L, Meng D, Mitamura T, Hauptmann AG. Easy samples first: Self-paced reranking for zero-example multimedia search Mm 2014 - Proceedings of the 2014 Acm Conference On Multimedia. 547-556. DOI: 10.1145/2647868.2654918  1
2014 Ma Z, Sebe N, Yang Y, Hauptmann AG. Multiple features but few labels? A symbiotic solution exemplified for video analysis Mm 2014 - Proceedings of the 2014 Acm Conference On Multimedia. 77-86. DOI: 10.1145/2647868.2654907  1
2014 Gao C, Yang Y, Liu G, Meng D, Cai Y, Xu S, Tong W, Shen H, Hauptmann AG. Interactive surveillance event detection through mid-level discriminative representation Icmr 2014 - Proceedings of the Acm International Conference On Multimedia Retrieval 2014. 305-312. DOI: 10.1145/2578726.2578765  1
2014 Jiang L, Mitamura T, Yu SI, Hauptmann AG. Zero-example event search using MultiModal Pseudo Relevance Feedback Icmr 2014 - Proceedings of the Acm International Conference On Multimedia Retrieval 2014. 297-304. DOI: 10.1145/2578726.2578764  1
2014 Jiang L, Miao Y, Yang Y, Lan Z, Hauptmann AG. Viral video style: A closer look at viral videos on YouTube Icmr 2014 - Proceedings of the Acm International Conference On Multimedia Retrieval 2014. 193-200. DOI: 10.1145/2578726.2578754  1
2014 Jiang L, Tong W, Meng D, Hauptmann AG. Towards efficient learning of optimal spatial Bag-of-Words representations Icmr 2014 - Proceedings of the Acm International Conference On Multimedia Retrieval 2014. 121-128. DOI: 10.1145/2578726.2578739  1
2014 Wang S, Ma Z, Yang Y, Li X, Pang C, Hauptmann AG. Semi-supervised multiple feature analysis for action recognition Ieee Transactions On Multimedia. 16: 289-298. DOI: 10.1109/TMM.2013.2293060  1
2014 Xu Z, Tsang IW, Yang Y, Ma Z, Hauptmann AG. Event detection using multi-level relevance labels and multiple features Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 97-104. DOI: 10.1109/CVPR.2014.20  1
2014 Yang Y, Ma Z, Nie F, Chang X, Hauptmann AG. Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization International Journal of Computer Vision. 113: 113-127. DOI: 10.1007/s11263-014-0781-x  1
2014 Ma Z, Yang Y, Nie F, Sebe N, Yan S, Hauptmann AG. Harnessing lab knowledge for real-world action recognition International Journal of Computer Vision. 109: 60-73. DOI: 10.1007/s11263-014-0717-5  1
2014 Lan ZZ, Bao L, Yu SI, Liu W, Hauptmann AG. Multimedia classification and event detection using double fusion Multimedia Tools and Applications. 71: 333-347. DOI: 10.1007/s11042-013-1391-2  1
2014 Tong W, Yang Y, Jiang L, Yu SI, Lan Z, Ma Z, Sze W, Younessian E, Hauptmann AG. E-LAMP: Integration of innovative ideas for multimedia event detection Machine Vision and Applications. 25: 5-15. DOI: 10.1007/s00138-013-0529-6  1
2014 Jiang L, Meng D, Yu SI, Lan Z, Shan S, Hauptmann AG. Self-paced learning with diversity Advances in Neural Information Processing Systems. 3: 2078-2086.  1
2013 Gao C, Meng D, Yang Y, Wang Y, Zhou X, Hauptmann AG. Infrared patch-image model for small target detection in a single image. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 22: 4996-5009. PMID 24043387 DOI: 10.1109/TIP.2013.2281420  1
2013 Cai Y, Yang Y, Hauptmann AG, Wactlar HD. A cognitive assistive system for monitoring the use of home medical devices Miirh 2013 - Proceedings of the 1st Acm International Workshop On Multimedia Indexing and Information Retrieval For Heathcare, Co-Located With Acm Multimedia 2013. 59-66. DOI: 10.1145/2505323.2505334  1
2013 Ma Z, Yang Y, Xu Z, Sebe N, Hauptmann AG. We are not equally negative: Fine-grained labeling for multimedia event detection Mm 2013 - Proceedings of the 2013 Acm Multimedia Conference. 293-302. DOI: 10.1145/2502081.2502119  1
2013 Ma Z, Yang Y, Sebe N, Zheng K, Hauptmann AG. Multimedia event detection using a classifier-specific intermediate representation Ieee Transactions On Multimedia. 15: 1628-1637. DOI: 10.1109/TMM.2013.2264928  1
2013 Yang Y, Ma Z, Hauptmann AG, Sebe N. Feature selection for multimedia analysis by sharing information among multiple tasks Ieee Transactions On Multimedia. 15: 661-669. DOI: 10.1109/TMM.2012.2237023  1
2013 Boujemaa N, Hauptmann AG, Satoh S. The future of multimedia analysis and mining: Visions from the shonan meeting Ieee Multimedia. 20: 4-12. DOI: 10.1109/MMUL.2013.30  1
2013 Yang Y, Ma Z, Xu Z, Yan S, Hauptmann AG. How related exemplars help complex event detection in web videos? Proceedings of the Ieee International Conference On Computer Vision. 2104-2111. DOI: 10.1109/ICCV.2013.456  1
2013 Xu Z, Yang Y, Tsang I, Sebe N, Hauptmann AG. Feature weighting via optimal thresholding for video analysis Proceedings of the Ieee International Conference On Computer Vision. 3440-3447. DOI: 10.1109/ICCV.2013.427  1
2013 Ma Z, Yang Y, Xu Z, Yan S, Sebe N, Hauptmann AG. Complex event detection via multi-source video attributes Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2627-2633. DOI: 10.1109/CVPR.2013.339  1
2013 Huet B, Ngo CW, Tang J, Zhou ZH, Hauptmann AG, Yan S. Preface Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8294.  1
2012 Liu Y, Wu F, Yang Y, Zhuang Y, Hauptmann AG. Spline regression hashing for fast image search. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 21: 4480-91. PMID 22801510 DOI: 10.1109/TIP.2012.2207394  1
2012 Yang Y, Wu F, Nie F, Shen HT, Zhuang Y, Hauptmann AG. Web and personal image annotation by mining label correlation with relaxed visual graph embedding. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 21: 1339-51. PMID 21947528 DOI: 10.1109/TIP.2011.2169269  1
2012 Zhang Z, Jain R, Zhuang Y, Contractor N, Hauptmann AG, Jaimes AA, Li W, Loui AC, Mei T, Sebe N, Tian Y, Tseng VS, Wang Q, Xu C, Yu H, et al. Societally connected multimedia across cultures Journal of Zhejiang University: Science C. 13: 875-880. DOI: 10.1631/jzus.C1200279  0.52
2012 Ma Z, Yang Y, Cai Y, Sebe N, Hauptmann AG. Knowledge adaptation for ad hoc multimedia event detection with few exemplars Mm 2012 - Proceedings of the 20th Acm International Conference On Multimedia. 469-478. DOI: 10.1145/2393347.2393414  1
2012 Jiang L, Hauptmann AG, Xiang G. Leveraging high-level and low-level features for multimedia event detection Mm 2012 - Proceedings of the 20th Acm International Conference On Multimedia. 449-458. DOI: 10.1145/2393347.2393412  1
2012 Ma Z, Yang Y, Hauptmann AG, Sebe N. Classifier-specific intermediate representation for multimedia tasks Proceedings of the 2nd Acm International Conference On Multimedia Retrieval, Icmr 2012. DOI: 10.1145/2324796.2324854  1
2012 Velivelli A, Hauptmann AG. Human action recognition using a Markovian conditional exponential model Proceedings of Spie - the International Society For Optical Engineering. 8304. DOI: 10.1117/12.907309  1
2012 Ma Z, Nie F, Yang Y, Uijlings JRR, Sebe N, Hauptmann AG. Discriminating joint feature analysis for multimedia data understanding Ieee Transactions On Multimedia. 14: 1662-1672. DOI: 10.1109/TMM.2012.2199293  1
2012 Chang E, Chang SF, Hauptmann AG, Huang TS, Slaney M. Web-scale multimedia processing and applications [Scanning the Issue] Proceedings of the Ieee. 100: 2580-2583. DOI: 10.1109/JPROC.2012.2204110  1
2012 Yang J, Tong W, Hauptmann AG. A framework for classifier adaptation for large-scale multimedia data Proceedings of the Ieee. 100: 2639-2657. DOI: 10.1109/JPROC.2012.2204009  1
2012 Ming Y, Ruan Q, Hauptmann AG. Activity recognition from RGB-D camera with 3D local spatio-temporal features Proceedings - Ieee International Conference On Multimedia and Expo. 344-349. DOI: 10.1109/ICME.2012.8  1
2012 Wang S, Yang Y, Ma Z, Li X, Pang C, Hauptmann AG. Action recognition by exploring data distribution and feature correlation Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1370-1377. DOI: 10.1109/CVPR.2012.6247823  1
2012 Li H, Shi Y, Liu Y, Hauptmann AG, Xiong Z. Cross-domain video concept detection: A joint discriminative and generative active learning approach Expert Systems With Applications. 39: 12220-12228. DOI: 10.1016/j.eswa.2012.04.054  1
2012 Lan ZZ, Bao L, Yu SI, Liu W, Hauptmann AG. Double fusion for multimedia event detection Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7131: 173-185. DOI: 10.1007/978-3-642-27355-1_18  1
2012 Lin WH, Hauptmann AG. Automated Analysis of Ideological Bias in Video Multimedia Information Extraction: Advances in Video, Audio, and Imagery Analysis For Search, Data Mining, Surveillance, and Authoring. 129-143. DOI: 10.1002/9781118219546.ch8  1
2011 Li H, Li C, Shi Y, Xiong Z, Hauptmann AG. Cross-domain active learning for video concept detection Optical Engineering. 50. DOI: 10.1117/1.3615236  1
2010 Gao Z, Detyniecki M, Chen MY, Wu W, Hauptmann AG, Wactlar HD. Towards automated assistance for operating home medical devices. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 2141-6. PMID 21096791 DOI: 10.1109/IEMBS.2010.5627440  1
2010 Gao Z, Detyniecki M, Chen M, Hauptmann AG, Wactlar HD, Cai A. The application of spatio-temporal feature and multi-sensor in home medical devices International Journal of Digital Content Technology and Its Applications. 4. DOI: 10.4156/jdcta.vol4.issue7.7  1
2010 Li H, Shi Y, Chen MY, Hauptmann AG, Xiong Z. Hybrid active learning for cross-domain video concept detection Mm'10 - Proceedings of the Acm Multimedia 2010 International Conference. 1003-1006. DOI: 10.1145/1873951.1874135  1
2010 Bao L, Cao J, Zhang Y, Li J, Chen MY, Hauptmann AG. Explicit and implicit concept-based video retrieval with bipartite graph propagation model Mm'10 - Proceedings of the Acm Multimedia 2010 International Conference. 939-942. DOI: 10.1145/1873951.1874118  1
2010 Jiang YG, Yang J, Ngo CW, Hauptmann AG. Representations of keypoint-based semantic concept detection: A comprehensive study Ieee Transactions On Multimedia. 12: 42-53. DOI: 10.1109/TMM.2009.2036235  1
2010 Gao Z, Detyniecki M, Chen MY, Wu W, Hauptmann AG, Wactlar HD, Cai A. Multi-camera recognition of people operating home medical devices Proceedings - 2010 3rd International Conference On Biomedical Engineering and Informatics, Bmei 2010. 6: 2481-2485. DOI: 10.1109/BMEI.2010.5639676  1
2010 Hauptmann AG, Chen MY, Christel M, Lin WH, Yang J. A multi-pronged approach to improving semantic extraction of news video Journal of Signal Processing Systems. 58: 373-385. DOI: 10.1007/s11265-009-0382-z  1
2010 Gao Z, Chen MY, Hauptmann AG, Cai A. Comparing evaluation protocols on the KTH dataset Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6219: 88-100. DOI: 10.1007/978-3-642-14715-9_10  1
2009 Wu X, Ngo CW, Hauptmann AG, Tan HK. Real-time near-duplicate elimination for web video search with content and context Ieee Transactions On Multimedia. 11: 196-207. DOI: 10.1109/TMM.2008.2009673  1
2008 Christel MG, Hauptmann AG, Lin WH, Chen MY, Yang J, Maher B, Baron RV. Exploring the utility of fast-forward surrogates for BBC rushes Mm'08 - Proceedings of the 2008 Acm International Conference On Multimedia, With Co-Located Symposium and Workshops. 35-39. DOI: 10.1145/1463563.1463568  1
2008 Yang J, Hauptmann AG. A Framework for classifier adaptation and its applications in concept detection Proceedings of the 1st International Acm Conference On Multimedia Information Retrieval, Mir2008, Co-Located With the 2008 Acm International Conference On Multimedia, Mm'08. 467-474. DOI: 10.1145/1460096.1460171  1
2008 Yang J, Hauptmann AG. (Un)reliability of video concept detection Civr 2008 - Proceedings of the International Conference On Content-Based Image and Video Retrieval. 85-94. DOI: 10.1145/1386352.1386367  1
2008 Das D, Chen D, Hauptmann AG. Improving multimedia retrieval with a video OCR Proceedings of Spie - the International Society For Optical Engineering. 6820. DOI: 10.1117/12.766931  1
2008 Wu X, Ngo CW, Hauptmann AG. Multimodal news story clustering with pairwise visual near-duplicate constraint Ieee Transactions On Multimedia. 10: 188-199. DOI: 10.1109/TMM.2007.911778  1
2008 Snoek CGM, Worring M, Rooij Od, van de Sande KEA, Yan R, Hauptmann AG. VideOlympics: Real-time evaluation of multimedia retrieval systems Ieee Multimedia. 15: 86-91. DOI: 10.1109/MMUL.2008.21  1
2008 Hauptmann AG, Christel MG, Yan R. Video retrieval based on semantic concepts Proceedings of the Ieee. 96: 602-622. DOI: 10.1109/JPROC.2008.916355  1
2008 Wu X, Hauptmann AG, Ngo CW. Measuring novelty and redundancy with multiple modalities in cross-lingual broadcast news Computer Vision and Image Understanding. 110: 418-431. DOI: 10.1016/j.cviu.2007.09.015  1
2008 Hauptmann AG. Multimedia information extraction roadmap Aaai Fall Symposium - Technical Report. 65-66.  1
2007 Yan R, Hauptmann AG. Query expansion using probabilistic local feedback with application to multimedia retrieval International Conference On Information and Knowledge Management, Proceedings. 361-369. DOI: 10.1145/1321440.1321492  1
2007 Wu X, Hauptmann AG, Ngo CW. Practical elimination of near-duplicates from Web video search Proceedings of the Acm International Multimedia Conference and Exhibition. 218-227. DOI: 10.1145/1291233.1291280  1
2007 Yang J, Yan R, Hauptmann AG. Cross-domain video concept detection using adaptive svms Proceedings of the Acm International Multimedia Conference and Exhibition. 188-197. DOI: 10.1145/1291233.1291276  1
2007 Wu X, Hauptmann AG, Ngo CW. Novelty detection for cross-lingual news stories with visual duplicates and speech transcripts Proceedings of the Acm International Multimedia Conference and Exhibition. 168-177. DOI: 10.1145/1291233.1291274  1
2007 Yang J, Jiang YG, Hauptmann AG, Ngo CW. Evaluating bag-of-visual-words representations in scene classification Proceedings of the Acm International Multimedia Conference and Exhibition. 197-206. DOI: 10.1145/1290082.1290111  1
2007 Hauptmann AG, Christel MG, Lin WH, Maher B, Yang J, Baron RV, Xiang G. Clever clustering vs. simple speed-up for summarizing rushes Proceedings of the Acm International Multimedia Conference and Exhibition. 20-24. DOI: 10.1145/1290031.1290034  1
2007 Hauptmann AG, Chen MY, Christel M, Lin WH, Yang J. A hybrid approach to improving semantic extraction of news video Icsc 2007 International Conference On Semantic Computing. 79-86. DOI: 10.1109/ICSC.2007.68  1
2007 Christel MG, Hauptmann AG. Exploring concept selection strategies for interactive video search Icsc 2007 International Conference On Semantic Computing. 344-351. DOI: 10.1109/ICSC.2007.39  1
2007 Yang J, Yan R, Hauptmann AG. Adapting SVM classifiers to data with shifted distributions Proceedings - Ieee International Conference On Data Mining, Icdm. 69-74. DOI: 10.1109/ICDMW.2007.37  1
2007 Yan R, Hauptmann AG. A review of text and image retrieval approaches for broadcast news video Information Retrieval. 10: 445-484. DOI: 10.1007/s10791-007-9031-y  1
2007 Yan L, Jun Y, Hauptmann AG. Undirected graphical models for video analysis and classification Proceedings of the 2007 Ieee International Conference On Multimedia and Expo, Icme 2007. 1495-1498.  1
2007 Yang J, Liu Y, Xing EP, Hauptmann AG. Harmoniurn models for semantic video representation and classification Proceedings of the 7th Siam International Conference On Data Mining. 378-389.  1
2007 Hauptmann AG, Christel MG, Lin WH, Maher B, Yang J, Baron RV, Xiang G. Clever clustering vs. simple speed-up for summarizing BBC rushes Proceedings of the International Workshop On Trecvid Video Summarization, Tvs '07, Co-Located With the Acm Multimedia 2007, Mm'07. 20-24.  1
2006 Yan R, Zhang J, Yang J, Hauptmann AG. A discriminative learning framework with pairwise constraints for video object classification. Ieee Transactions On Pattern Analysis and Machine Intelligence. 28: 578-93. PMID 16566507 DOI: 10.1109/TPAMI.2006.65  1
2006 Yang J, Hauptmann AG. 3WNews: Who, where, and when in news video Proceedings of the 14th Annual Acm International Conference On Multimedia, Mm 2006. 503-504. DOI: 10.1145/1180639.1180746  1
2006 Hauptmann AG, Lin WH, Yan R, Yang J, Chen MY. Extreme video retrieval: Joint maximization of human and computer performance Proceedings of the 14th Annual Acm International Conference On Multimedia, Mm 2006. 385-394. DOI: 10.1145/1180639.1180721  1
2006 Yang J, Hauptmann AG. Exploring temporal consistency for video analysis and retrieval Proceedings of the Acm International Multimedia Conference and Exhibition. 33-42. DOI: 10.1145/1178677.1178685  1
2006 Wang JZ, Boujemaa N, Del Bimbo A, Geman D, Hauptmann AG, Tešić J. Diversity in multimedia information retrieval research Proceedings of the Acm International Multimedia Conference and Exhibition. 5-12. DOI: 10.1145/1178677.1178681  1
2006 Snoek CGM, Worring M, Hauptmann AG. Learning rich semantics from news video archives by style analysis Acm Transactions On Multimedia Computing, Communications and Applications. 2: 91-108. DOI: 10.1145/1142020.1142021  1
2006 Hauptmann AG. TRECVID: The utility of a content-based video retrieval evaluation Proceedings of Spie - the International Society For Optical Engineering. 6061. DOI: 10.1117/12.660261  1
2006 Hauptmann AG, Lin WH, Yan R, Yang J, Baron RV, Chen MY, Gilroy S, Gordon MD. Exploring the synergy of humans and machines in extreme video retrieval Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4071: 514-517. DOI: 10.1007/11788034_57  1
2006 Yan R, Hauptmann AG. Efficient margin-based rank learning algorithms for information retrieval Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4071: 113-122. DOI: 10.1007/11788034_12  1
2006 Yan R, Hauptmann AG. Probabilistic latent query analysis for combining multiple retrieval sources Proceedings of the Twenty-Ninth Annual International Acm Sigir Conference On Research and Development in Information Retrieval. 2006: 324-331.  1
2006 Hauptmann AG, Chen MY, Christel M, Das D, Lin WH, Yan R, Yang J, Backfried G, Wu X. Multi-lingual broadcast news retrieval 2006 Trec Video Retrieval Evaluation Notebook Papers 1
2005 Yang J, Yan R, Hauptmann AG. Multiple instance learning for labeling faces in broadcasting news video Proceedings of the 13th Acm International Conference On Multimedia, Mm 2005. 31-40. DOI: 10.1145/1101149.1101155  1
2005 Yang J, Hauptmann AG. Multi-modal analysis for person type classification in news video Proceedings of Spie - the International Society For Optical Engineering. 5682: 165-172. DOI: 10.1117/12.587251  1
2005 Yan R, Hauptmann AG. Co-retrieval: A boosted reranking approach for video retrieval Iee Proceedings: Vision, Image and Signal Processing. 152: 888-895. DOI: 10.1049/ip-vis:20045188  1
2005 Hauptmann AG. Lessons for the future from a decade of informedia video analysis research Lecture Notes in Computer Science. 3568: 1-10.  1
2005 Christel MG, Hauptmann AG. The use and utility of high-level semantic features in video retrieval Lecture Notes in Computer Science. 3568: 134-144.  1
2005 Papernick N, Hauptmann AG. Summarization of broadcast news video through link analysis of named entities Aaai Workshop - Technical Report. 53-61.  1
2005 Xing EP, Yan R, Hauptmann AG. Mining associated text and images with dual-wing harmoniums Proceedings of the 21st Conference On Uncertainty in Artificial Intelligence, Uai 2005. 633-641.  1
2005 Hauptmann AG, Baron R, Christel M, Conescu R, Gao J, Jin Q, Lin WH, Pan JY, Stevens SM, Yan R, Yang J, Zhang Y. CMU informedia's TRECVID 2005 skirmishes 2005 Trec Video Retrieval Evaluation Notebook Papers 1
2004 Hauptmann AG, Gao J, Yan R, Qi Y, Yang J, Wactlar HD. Automated analysis of nursing home observations Ieee Pervasive Computing. 3: 15-21. DOI: 10.1109/MPRV.2004.1316813  1
2004 Gao J, Hauptmann AG, Bharucha A, Wactlar HD. Dining activity analysis using a hidden markov model Proceedings - International Conference On Pattern Recognition. 2: 915-918. DOI: 10.1109/ICPR.2004.1334408  1
2004 Gao J, Collins RT, Hauptmann AG, Wactlar HD. Articulated motion modeling for activity analysis Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops. 2004. DOI: 10.1109/CVPR.2004.303  1
2004 Hauptmann AG. Towards a large scale concept ontology for broadcast video Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3115: 674-675.  1
2004 Hauptmann AG, Christel MG. Successful approaches in the TREC video retrieval evaluations Acm Multimedia 2004 - Proceedings of the 12th Acm International Conference On Multimedia. 668-675.  1
2004 Yangm J, Hauptmann AG. Naming every individual in news video monologues Acm Multimedia 2004 - Proceedings of the 12th Acm International Conference On Multimedia. 580-587.  1
2004 Yan R, Yang J, Hauptmann AG. Learning query-class dependent weights in automatic video retrieval Acm Multimedia 2004 - Proceedings of the 12th Acm International Conference On Multimedia. 548-555.  1
2004 Snoek CGM, Worring M, Hauptmann AG. Detection of TV news monologues by style analysis 2004 Ieee International Conference On Multimedia and Expo (Icme). 2: 1103-1106.  1
2004 Gao J, Hauptmann AG, Wactlar HD. Combining motion segmentation with tracking for activity analysis Proceedings - Sixth Ieee International Conference On Automatic Face and Gesture Recognition. 699-704.  1
2003 Hauptmann AG, Jin R, Ng TD. Video retrieval using speech and image information Proceedings of Spie - the International Society For Optical Engineering. 5021: 148-159. DOI: 10.1117/12.479747  1
2003 Jin R, Zhai C, Hauptmann AG. Information retrieval for OCR documents: A content-based probabilistic correction model Proceedings of Spie - the International Society For Optical Engineering. 5010: 128-135. DOI: 10.1117/12.472838  1
2003 Derthick M, Christel MG, Hauptmann AG, Wactlar HD. Constant density displays using diversity sampling Proceedings - Ieee Symposium On Information Visualization, Info Vis. 137-146. DOI: 10.1109/INFVIS.2003.1249019  1
2003 Jin R, Hauptmann AG. Learning to identify video shots with people based on face detection Proceedings - Ieee International Conference On Multimedia and Expo. 2: II293-II296. DOI: 10.1109/ICME.2003.1221611  1
2003 Yan R, Hauptmann AG. The combination limit in multimedia retrieval Proceedings of the Acm International Multimedia Conference and Exhibition. 339-342.  1
2003 Yan R, Hauptmann AG, Jin R. Negative pseudo-relevance feedback in content-based video retrieval Proceedings of the Acm International Multimedia Conference and Exhibition. 343-346.  1
2003 Jin R, Yan R, Zhang J, Hauptmann AG. A Faster Iterative Scaling Algorithm For Conditional Exponential Model Proceedings, Twentieth International Conference On Machine Learning. 1: 282-289.  1
2003 Zhang J, Jin R, Yang Y, Hauptmann AG. Modified Logistic Regression: An Approximation to SVM and Its Applications in Large-Scale Text Categorization Proceedings, Twentieth International Conference On Machine Learning. 2: 888-895.  1
2002 Jin R, Hauptmann AG. Using a probabilistic source model for comparing images Ieee International Conference On Image Processing. 3.  1
2002 Hauptmann AG, Papernick ND. Video-cuebik: Adapting image search to video shots Proceedings of the Acm International Conference On Digital Libraries. 156-157.  1
2002 Lin WH, Hauptmann AG. A wearable digital library of personal conversations Proceedings of the Acm International Conference On Digital Libraries. 277-278.  1
2002 Jin R, Hauptmann AG, Zhai CX. Title language model for information retrieval Sigir Forum (Acm Special Interest Group On Information Retrieval). 42-48.  1
2002 Hauptmann AG, Christel MG, Papernick ND. Video retrieval with multiple image search strategies Proceedings of the Acm International Conference On Digital Libraries. 376.  1
2002 Hauptmann AG, Jin R, Ng TD. Multi-modal information retrieval from broadcast video using OCR and speech recognition Proceedings of the Acm International Conference On Digital Libraries. 160-161.  1
2002 Jin R, Si L, Hauptmann AG, Callan J. Language model for IR using collection information Sigir Forum (Acm Special Interest Group On Information Retrieval). 419-420.  1
2002 Christel MG, Hauptmann AG, Wactlar HD, Ng TD. Collages as dynamic summaries for news video Proceedings of the Acm International Multimedia Conference and Exhibition. 561-569.  1
2001 Palmer CR, Pesenti J, Valdes-Perez RE, Christel MG, Hauptmann AG, Ng D, Wactlar HD. Demonstration of hierarchical document clustering of digital library retrieval results Proceedings of First Acm/Ieee-Cs Joint Conference On Digital Libraries. 451. DOI: 10.1145/379437.379770  1
2001 Hauptmann AG, Lin WH. Beyond the Informedia digital video library: Video and audio analysis for remembering conversations 2001 Ieee Workshop On Automatic Speech Recognition and Understanding, Asru 2001 - Conference Proceedings. 296-300. DOI: 10.1109/ASRU.2001.1034646  1
2001 Jin R, Hauptmann AG. Title generation for machine-translated documents Ijcai International Joint Conference On Artificial Intelligence. 1229-1234.  1
2001 Jin R, Hauptmann AG. Title generation using a training corpus Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2004: 208-215.  1
2001 Jin R, Falusos C, Hauptmann AG. Meta-scoring: Automatically evaluating term weighting schemes in IR without precision-recall Sigir Forum (Acm Special Interest Group On Information Retrieval). 83-89.  1
2001 Christel MG, Wactlar HD, Hauptmann AG. Improving access to digital video archives through informedia technology Aes: Journal of the Audio Engineering Society. 49: 595-600.  1
2000 Wactlar HD, Hauptmann AG, Christel MG, Houghton RA, Olligschlaeger AM. Complementary Video and Audio Analysis for Broadcast News Archives Communications of the Acm. 43: 42-47.  1
1999 Wactlar HD, Christel MG, Hauptmann AG, Gong Y. Informedia experience-on-demand: Capturing, integrating and communicating experiences across people, time and space Acm Computing Surveys. 31. DOI: 10.1145/323216.323356  1
1999 Wactlar HD, Christel MG, Gong Y, Hauptmann AG. Lessons Learned from Building a Terabyte Digital Video Library Computer. 32: 66-73. DOI: 10.1109/2.745722  1
1999 Jang PJ, Hauptmann AG. Learning to recognize speech by watching television Ieee Intelligent Systems and Their Applications. 14: 51-58.  1
1998 Hauptmann AG, Lee D. Topic labeling of broadcast news stones in the Informedia Digital Video Library Proceedings of the Acm International Conference On Digital Libraries. 287-288.  1
1998 Witbrock MJ, Hauptmann AG. Speech recognition for a digital video library Journal of the American Society For Information Science. 49: 619-632.  1
1997 Witbrock MJ, Hauptmann AG. Using words and phonetic strings for efficient information retrieval from imperfectly transcribed spoken documents Proceedings of the Acm International Conference On Digital Libraries. 30-35.  1
1997 Wactlar HD, Hauptmann AG, Smith MA, Pendyala KV, Garlington D. Automated video indexing of very large video libraries Smpte Journal. 106: 524-528.  1
1994 Rudnicky AI, Hauptmann AG, Lee KF. Survey of Current Speech Technology Communications of the Acm. 37: 52-57. DOI: 10.1145/175247.175252  1
1993 Hauptmann AG, McAvinney P. Gestures with speech for graphic manipulation International Journal of Man-Machine Studies. 38: 231-249. DOI: 10.1006/imms.1993.1011  1
1991 Rudnicky AI, Hauptmann AG. Models for evaluating interaction protocols in speech recognition Conference On Human Factors in Computing Systems - Proceedings. 285-291. DOI: 10.1145/108844.108919  1
1989 Hauptmann AG. Speech and gestures for graphic image manipulation Conference On Human Factors in Computing Systems - Proceedings. 241-245. DOI: 10.1145/67449.67496  1
1989 Young SL, Hauptmann AG, Ward WH, Smith ET, Werner P. High level knowledge sources in usable speech recognition systems Communications of the Acm. 32: 183-194. DOI: 10.1145/63342.63344  1
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