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Nasser Nasrabadi - Publications

Affiliations: 
Computer Science and Electrical Engineering West Virginia University, Morgantown, WV, United States 
Area:
Deep Learning, Biometrics, Machine Learning, Computer Vision
Website:
https://scholar.google.com/citations?user=PNhUilMAAAAJ&hl=en
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30 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
2023 Poster D, Hu S, Nasrabadi NM. Long-Range Thermal Target Detection in Data-Limited Settings Using Restricted Receptive Fields. Sensors (Basel, Switzerland). 23. PMID 37765864 DOI: 10.3390/s23187806  0.327
2017 Torfi A, Iranmanesh SM, Nasrabadi N, Dawson J. 3D Convolutional Neural Networks for Cross Audio-Visual Matching Recognition Ieee Access. 5: 22081-22091. DOI: 10.1109/Access.2017.2761539  0.365
2016 Ding Z, Nasrabadi N, Fu Y. Deep transfer learning for automatic target classification: MWIR to LWIR Proceedings of Spie. 9844: 984408. DOI: 10.1117/12.2228378  0.344
2015 Bahrampour S, Nasrabadi N, Ray A, Jenkins W. Multimodal Task-Driven Dictionary Learning for Image Classification. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 26540686 DOI: 10.1109/Tip.2015.2496275  0.34
2015 Srinivas U, Nasrabadi NM, Monga V. Graph-based sensor fusion for classification of transient acoustic signals. Ieee Transactions On Cybernetics. 45: 576-87. PMID 25014986 DOI: 10.1109/Tcyb.2014.2331284  0.311
2015 Wang Z, Nasrabadi NM, Huang TS. Semisupervised Hyperspectral Classification Using Task-Driven Dictionary Learning With Laplacian Regularization Ieee Transactions On Geoscience and Remote Sensing. 53: 1161-1173. DOI: 10.1109/Tgrs.2014.2335177  0.315
2015 Xie T, Nasrabadi NM, Hero AO. Semi-supervised multi-sensor classification via consensus-based Multi-View Maximum Entropy Discrimination Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2015: 1936-1940. DOI: 10.1109/ICASSP.2015.7178308  0.312
2015 Riggan BS, Reale C, Nasrabadi NM. Coupled Auto-Associative Neural Networks for Heterogeneous Face Recognition Ieee Access. 3: 1620-1632. DOI: 10.1109/Access.2015.2479620  0.319
2014 Shekhar S, Patel VM, Nasrabadi NM, Chellappa R. Joint sparse representation for robust multimodal biometrics recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 113-26. PMID 24231870 DOI: 10.1109/Tpami.2013.109  0.311
2014 Xie T, Nasrabadi NM, Hero AO. Learning to classify with possible sensor failures Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2395-2399. DOI: 10.1109/Tsp.2016.2626263  0.309
2014 Wang Z, Nasrabadi NM, Huang TS. Spatial–Spectral Classification of Hyperspectral Images Using Discriminative Dictionary Designed by Learning Vector Quantization Ieee Transactions On Geoscience and Remote Sensing. 52: 4808-4822. DOI: 10.1109/Tgrs.2013.2285049  0.315
2014 Patel VM, Easley GR, Chellappa R, Nasrabadi NM. Separated component-based restoration of speckled SAR Images Ieee Transactions On Geoscience and Remote Sensing. 52: 1019-1029. DOI: 10.1109/Tgrs.2013.2246794  0.353
2013 Bahrampour S, Ray A, Sarkar S, Damarla T, Nasrabadi NM. Performance comparison of feature extraction algorithms for target detection and classification Pattern Recognition Letters. 34: 2126-2134. DOI: 10.1016/J.Patrec.2013.06.021  0.323
2012 Nguyen HV, Patel VM, Nasrabadi NM, Chellappa R. Sparse embedding: A framework for sparsity promoting dimensionality reduction Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7577: 414-427. DOI: 10.1007/978-3-642-33783-3_30  0.308
2011 Mehmood A, Nasrabadi NM. Kernel wavelet-Reed-Xiaoli: an anomaly detection for forward-looking infrared imagery. Applied Optics. 50: 2744-51. PMID 21673780 DOI: 10.1364/Ao.50.002744  0.364
2011 Patel VM, Nasrabadi NM, Chellappa R. Sparsity-motivated automatic target recognition. Applied Optics. 50: 1425-33. PMID 21460910 DOI: 10.1364/Ao.50.001425  0.33
2011 Zhang H, Nasrabadi NM, Huang TS, Zhang Y. Joint sparse representation based automatic target recognition in SAR images Proceedings of Spie. 8051: 805112. DOI: 10.1117/12.883665  0.321
2010 Patel VM, Nasrabadi NM, Chellappa R. Sparsity inspired automatic target recognition Proceedings of Spie - the International Society For Optical Engineering. 7696. DOI: 10.1117/12.850533  0.334
2010 Mehmood A, Nasrabadi NM. Anomaly detection for longwave FLIR imagery using kernel wavelet-rx Proceedings - International Conference On Pattern Recognition. 1385-1388. DOI: 10.1109/ICPR.2010.342  0.367
2010 Patel VM, Nasrabadi NM, Chellappa R. Automatic target recognition based on simultaneous sparse representation Proceedings - International Conference On Image Processing, Icip. 1377-1380. DOI: 10.1109/ICIP.2010.5652306  0.395
2009 Ranney K, Nasrabadi N. Particle swarm optimization and uncertainty in Dempster-Shafer fusion Proceedings of Spie. 7308. DOI: 10.1117/12.828408  0.392
2005 Chan AL, Der SZ, Nasrabadi NM. A joint compression-discrimination neural transformation applied to target detection. Ieee Transactions On Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the Ieee Systems, Man, and Cybernetics Society. 35: 670-81. PMID 16128452  0.382
2004 Der S, Chan A, Nasrabadi N, Kwon H. Automated vehicle detection in forward-looking infrared imagery. Applied Optics. 43: 333-48. PMID 14735953 DOI: 10.1364/Ao.43.000333  0.397
2001 Li B, Chellappa R, Zheng Q, Der S, Nasrabadi N, Chan L, Wang L. Experimental Evaluation of FLIR ATR Approaches–A Comparative Study Computer Vision and Image Understanding. 84: 5-24. DOI: 10.1006/Cviu.2001.0938  0.436
2000 Venkatraman M, Kwon H, Nasrabadi NM. Object-based SAR image compression using vector quantization Ieee Transactions On Aerospace and Electronic Systems. 36: 1036-1046. DOI: 10.1109/7.892656  0.343
1998 Li B, Zheng Q, Der SZ, Chellappa R, Nasrabadi NM, Chan LA, Wang L. Experimental evaluation of neural, statistical, and model-based approaches to FLIR ATR Proceedings of Spie. 3371: 388-397. DOI: 10.1117/12.323856  0.371
1997 Chan LA, Nasrabadi NM. An Application of Wavelet-Based Vector Quantization in Target Recognition International Journal On Artificial Intelligence Tools. 6: 165-178. DOI: 10.1142/S0218213097000098  0.347
1997 Nasrabadi NM, Venkatraman M, Kwon H. Compression of SAR imagery using adaptive residual vector quantization Proceedings of Spie - the International Society For Optical Engineering. 3024: 808-819. DOI: 10.1117/12.263293  0.332
1996 Seni G, Srihari RK, Nasrabadi N. Large vocabulary recognition of on-line handwritten cursive words Ieee Transactions On Pattern Analysis and Machine Intelligence. 18: 757-762. DOI: 10.1109/34.506798  0.331
1993 LI W, NASRABADI NM. INVARIANT OBJECT RECOGNITION BASED ON A NEURAL NETWORK OF CASCADED RCE NETS International Journal of Pattern Recognition and Artificial Intelligence. 7: 815-829. DOI: 10.1142/S0218001493000418  0.31
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