Alexander G. Hauptmann - Publications

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

135 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
2020 Zhang S, Zhang L, Hauptmann AG. Fuzzy Least Squares Support Vector Machine With Adaptive Membership for Object Tracking Ieee Transactions On Multimedia. 22: 1998-2011. DOI: 10.1109/Tmm.2019.2952252  0.347
2020 Zhang L, Luo M, Liu J, Chang X, Yang Y, Hauptmann AG. Deep Top- $k$ Ranking for Image–Sentence Matching Ieee Transactions On Multimedia. 22: 775-785. DOI: 10.1109/Tmm.2019.2931352  0.341
2020 Liu W, Gong D, Tan M, Shi JQ, Yang Y, Hauptmann AG. Learning Distilled Graph for Large-Scale Social Network Data Clustering Ieee Transactions On Knowledge and Data Engineering. 32: 1393-1404. DOI: 10.1109/Tkde.2019.2904068  0.317
2020 Liu R, Yang B, Hauptmann AG. Simultaneous Bearing Fault Recognition and Remaining Useful Life Prediction Using Joint-Loss Convolutional Neural Network Ieee Transactions On Industrial Informatics. 16: 87-96. DOI: 10.1109/Tii.2019.2915536  0.352
2020 Zhang L, Chang X, Liu J, Luo M, Prakash M, Hauptmann AG. Few-Shot Activity Recognition with Cross-Modal Memory Network Pattern Recognition. 108: 107348. DOI: 10.1016/J.Patcog.2020.107348  0.345
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  0.407
2019 Chen S, Jin Q, Chen J, Hauptmann AG. Generating Video Descriptions With Latent Topic Guidance Ieee Transactions On Multimedia. 21: 2407-2418. DOI: 10.1109/Tmm.2019.2896515  0.45
2019 Yu E, Sun J, Li J, Chang X, Han X, Hauptmann AG. Adaptive Semi-Supervised Feature Selection for Cross-Modal Retrieval Ieee Transactions On Multimedia. 21: 1276-1288. DOI: 10.1109/Tmm.2018.2877127  0.421
2019 Martin Nieto R, Garcia-Martin A, Hauptmann AG, Martinez JM. Automatic Vacant Parking Places Management System Using Multicamera Vehicle Detection Ieee Transactions On Intelligent Transportation Systems. 20: 1069-1080. DOI: 10.1109/Tits.2018.2838128  0.336
2019 Zhang L, Liu J, Luo M, Chang X, Zheng Q, Hauptmann AG. Scheduled sampling for one-shot learning via matching network Pattern Recognition. 96: 106962. DOI: 10.1016/J.Patcog.2019.07.007  0.353
2018 Liu W, Chang X, Yan Y, Yang Y, Hauptmann AG. Few-Shot Text and Image Classification via Analogical Transfer Learning Acm Transactions On Intelligent Systems and Technology. 9: 1-20. DOI: 10.1145/3230709  0.35
2018 Cheng D, Gong Y, Chang X, Shi W, Hauptmann AG, Zheng N. Deep feature learning via structured graph Laplacian embedding for person re-identification Pattern Recognition. 82: 94-104. DOI: 10.1016/J.Patcog.2018.05.007  0.369
2018 Zhao Z, Li X, Du X, Chen Q, Zhao Y, Su F, Chang X, Hauptmann AG. A unified framework with a benchmark dataset for surveillance event detection Neurocomputing. 278: 62-74. DOI: 10.1016/J.Neucom.2017.04.079  0.382
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  0.47
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  0.418
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  0.444
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  0.384
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  0.375
2017 Ma Z, Chang X, Yang Y, Sebe N, Hauptmann AG. The Many Shades of Negativity Ieee Transactions On Multimedia. 19: 1558-1568. DOI: 10.1109/Tmm.2017.2659221  0.396
2017 Luo M, Chang X, Li Z, Nie L, Hauptmann AG, Zheng Q. Simple to complex cross-modal learning to rank Computer Vision and Image Understanding. 163: 67-77. DOI: 10.1016/J.Cviu.2017.07.001  0.404
2017 Zhu L, Xu Z, Yang Y, Hauptmann AG. Uncovering the Temporal Context for Video Question Answering International Journal of Computer Vision. 124: 409-421. DOI: 10.1007/S11263-017-1033-7  0.422
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  0.449
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  0.35
2016 Yu S, Yang Y, Xu Z, Xu S, Meng D, Mao Z, Ma Z, Lin M, Li X, Li H, Lan Z, Jiang L, Hauptmann AG, Gan C, Du X, et al. [Invited Paper] Strategies for Searching Video Content with Text Queries or Video Examples: Features, Semantic Detectors, Fusion, Efficient Search and Reranking Multimedia Tools and Applications. 4: 227-238. DOI: 10.3169/Mta.4.227  0.441
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  0.389
2016 Gao C, Du Y, Liu J, Lv J, Yang L, Meng D, Hauptmann AG. InfAR dataset: Infrared action recognition at different times Neurocomputing. 212: 36-47. DOI: 10.1016/J.Neucom.2016.05.094  0.424
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.  0.381
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  0.428
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  0.316
2015 Xu S, Li H, Chang X, Yu SI, Du X, Li X, Jiang L, Mao Z, Lan Z, Burger S, Hauptmann A. Incremental multimodal query construction for video search Icmr 2015 - Proceedings of the 2015 Acm International Conference On Multimedia Retrieval. 675-678. DOI: 10.1145/2671188.2749413  0.342
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  0.371
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  0.365
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  0.364
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  0.424
2015 Jiang L, Yu S, Meng D, Mitamura T, Hauptmann AG. Text-to-video: a semantic search engine for internet videos International Journal of Multimedia Information Retrieval. 5: 3-18. DOI: 10.1007/S13735-015-0093-0  0.462
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.  0.33
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.  0.306
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.  0.304
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  0.421
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  0.38
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  0.309
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  0.327
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  0.453
2014 Gao Y, Ji R, Zhang L, Hauptmann AG. Symbiotic Tracker Ensemble Toward A Unified Tracking Framework Ieee Transactions On Circuits and Systems For Video Technology. 24: 1122-1131. DOI: 10.1109/Tcsvt.2014.2302366  0.402
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  0.382
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  0.435
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  0.44
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  0.347
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  0.346
2013 Chen Q, Cai Y, Brown L, Datta A, Fan Q, Feris R, Yan S, Hauptmann A, Pankanti S. Spatio-temporal fisher vector coding for surveillance event detection Mm 2013 - Proceedings of the 2013 Acm Multimedia Conference. 589-592. DOI: 10.1145/2502081.2502155  0.316
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  0.307
2013 Younessian E, Quinn M, Mitamura T, Hauptmann A. Multimedia event detection using visual concept signatures Proceedings of Spie - the International Society For Optical Engineering. 8667. DOI: 10.1117/12.2008425  0.415
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  0.486
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  0.403
2013 Yang Y, Song J, Huang Z, Ma Z, Sebe N, Hauptmann AG. Multi-Feature Fusion via Hierarchical Regression for Multimedia Analysis Ieee Transactions On Multimedia. 15: 572-581. DOI: 10.1109/Tmm.2012.2234731  0.472
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  0.318
2013 Zhang L, Guan Z, Hauptmann A. The co-attention model for tiny activity analysis Neurocomputing. 105: 51-60. DOI: 10.1016/J.Neucom.2012.06.040  0.377
2013 Li H, Shi Y, Liu Y, Hauptmann AG, Xiong Z. Corrigendum to cross-domain video concept detection: A joint discriminative and generative active learning approach [Expert Systems with Applications 39 (15) (2012) 12220–12228] Expert Systems With Applications. 40: 6691. DOI: 10.1016/J.Eswa.2013.03.023  0.349
2013 Cao X, Wei X, Han Y, Yang Y, Sebe N, Hauptmann A. Unified Dictionary Learning and Region Tagging with Hierarchical Sparse Representation Computer Vision and Image Understanding. 117: 934-946. DOI: 10.1016/J.Cviu.2013.03.004  0.368
2013 Metze F, Ding D, Younessian E, Hauptmann A. Beyond audio and video retrieval: topic-oriented multimedia summarization International Journal of Multimedia Information Retrieval. 2: 131-144. DOI: 10.1007/S13735-012-0028-Y  0.477
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  0.383
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  0.361
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  0.303
2012 Younessian E, Mitamura T, Hauptmann A. Multimodal knowledge-based analysis in Multimedia Event Detection Proceedings of the 2nd Acm International Conference On Multimedia Retrieval, Icmr 2012. DOI: 10.1145/2324796.2324855  0.36
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  0.413
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  0.345
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  0.463
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  0.359
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  0.389
2012 Gao Z, Zhang L, Chen M, Hauptmann A, Zhang H, Cai A. Enhanced and hierarchical structure algorithm for data imbalance problem in semantic extraction under massive video dataset Multimedia Tools and Applications. 68: 641-657. DOI: 10.1007/S11042-012-1071-7  0.605
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  0.333
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  0.364
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  0.51
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  0.572
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  0.362
2010 Chen MY, Mummert L, Pillai P, Hauptmann A, Sukthankar R. Exploiting multi-level parallelism for low-latency activity recognition in streaming video Mmsys'10 - Proceedings of the 2010 Acm Sigmm Conference On Multimedia Systems. 1-12. DOI: 10.1145/1730836.1730838  0.34
2010 Chen M, Li H, Hauptmann A. Combining motion understanding and keyframe image analysis for broadcast video information extraction Proceedings of Spie. 7704. DOI: 10.1117/12.853465  0.61
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  0.417
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  0.372
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  0.447
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  0.493
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  0.32
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  0.546
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  0.552
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  0.441
2008 Hauptmann A, Yan R, Lin WH, Christel M, Wactlar H. Filling the semantic gap in video retrieval: An exploration Semantic Multimedia and Ontologies: Theory and Applications. 253-278. DOI: 10.1007/978-1-84800-076-6_10  0.493
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  0.53
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  0.364
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  0.425
2007 Hauptmann A, Yan R, Lin WH, Christel M, Wactlar H. Can high-level concepts fill the semantic gap in video retrieval? A case study with broadcast news Ieee Transactions On Multimedia. 9: 958-966. DOI: 10.1109/Tmm.2007.900150  0.678
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  0.326
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  0.308
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  0.478
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  0.58
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.  0.367
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.  0.354
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  0.502
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  0.521
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  0.37
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  0.42
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  0.47
2006 Velivelli A, Huang TS, Hauptmann A. Video shot retrieval using a kernel derived from a continuous HMM Electronic Imaging. 6073: 607311. DOI: 10.1117/12.650968  0.454
2006 Lin W, Hauptmann A. Structuring continuous video recordings of everyday life using time-constrained clustering Electronic Imaging. 6073. DOI: 10.1117/12.642009  0.564
2006 Naphade M, Smith JR, Tesic J, Chang SF, Hsu W, Kennedy L, Hauptmann A, Curtis J. Large-scale concept ontology for multimedia Ieee Multimedia. 13: 86-91. DOI: 10.1109/Mmul.2006.63  0.399
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  0.493
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  0.489
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.  0.521
2005 Chen MY, Christel M, Hauptmann A, Wactlar H. Putting active learning into multimedia applications: Dynamic definition and refinement of concept classifiers Proceedings of the 13th Acm International Conference On Multimedia, Mm 2005. 902-911. DOI: 10.1145/1101149.1101342  0.335
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  0.484
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  0.435
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  0.575
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.  0.314
2005 Papernick N, Hauptmann AG. Summarization of broadcast news video through link analysis of named entities Aaai Workshop - Technical Report. 53-61.  0.302
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  0.432
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.  0.357
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.  0.335
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.  0.343
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.  0.503
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  0.446
2003 Hauptmann AG, Jin R, Wactlar HD. Data Analysis for a Multimedia Library Lecture Notes in Computer Science. 6-37. DOI: 10.1007/978-3-540-45115-0_2  0.383
2003 Yan R, Hauptmann AG. The combination limit in multimedia retrieval Proceedings of the Acm International Multimedia Conference and Exhibition. 339-342.  0.44
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.  0.562
2002 Hauptmann AG, Christel MG, Papernick ND. Video retrieval with multiple image search strategies Proceedings of the Acm International Conference On Digital Libraries. 376.  0.347
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.  0.316
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.  0.337
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. DOI: 10.1145/328236.328144  0.466
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  0.314
1999 Hauptmann A. Integrating and using large databases of text, images, video, and audio Ieee Intelligent Systems and Their Applications. 14: 34-35. DOI: 10.1109/Mis.1999.796085  0.388
1999 Jang PJ, Hauptmann AG. Learning to recognize speech by watching television Ieee Intelligent Systems and Their Applications. 14: 51-58. DOI: 10.1109/5254.796090  0.328
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  0.384
1998 Witbrock MJ, Hauptmann AG. Speech recognition for a digital video library Journal of the American Society For Information Science. 49: 619-632. DOI: 10.1016/S0920-5489(99)90925-X  0.433
1997 Wactlar HD, Hauptmann AG, Smith MA, Pendyala KV, Garlington D. Automated video indexing of very large video libraries Smpte Journal. 106: 524-528. DOI: 10.5594/J04554  0.405
1997 Gaines BR, Musen MA, Uthurusamy R, Haller S, McRoy S, Oard D, Hull D, Hauptmann A, Witbrock M, Mahesh K, Farquhar A, Gruninger M, Doyle JR, Thomason RH. AAAI 1997 Spring Symposium Reports Ai Magazine. 18: 81. DOI: 10.1609/Aimag.V18I3.1308  0.354
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  0.362
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  0.332
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