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2020 – today
- 2021
[j86]Veeru Talreja, Matthew C. Valenti, Nasser M. Nasrabadi:
Deep Hashing for Secure Multimodal Biometrics. IEEE Trans. Inf. Forensics Secur. 16: 1306-1321 (2021)- 2020
- [j85]Moktari Mostofa
, Syeda Nyma Ferdous, Benjamin S. Riggan, Nasser M. Nasrabadi:
Joint-SRVDNet: Joint Super Resolution and Vehicle Detection Network. IEEE Access 8: 82306-82319 (2020) - [j84]Seyed Mehdi Iranmanesh, Benjamin S. Riggan, Shuowen Hu, Nasser M. Nasrabadi:
Coupled generative adversarial network for heterogeneous face recognition. Image Vis. Comput. 94: 103861 (2020) - [j83]Fariborz Taherkhani, Veeru Talreja, Matthew C. Valenti, Nasser M. Nasrabadi:
Error-Corrected Margin-Based Deep Cross-Modal Hashing for Facial Image Retrieval. IEEE Trans. Biom. Behav. Identity Sci. 2(3): 279-293 (2020) - [j82]Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Supervised Deep Sparse Coding Networks for Image Classification. IEEE Trans. Image Process. 29: 405-418 (2020) - [c168]Ali Dabouei, Sobhan Soleymani, Fariborz Taherkhani, Jeremy M. Dawson, Nasser M. Nasrabadi:
Exploiting Joint Robustness to Adversarial Perturbations. CVPR 2020: 1119-1128 - [c167]Uche Osahor, Hadi Kazemi, Ali Dabouei, Nasser M. Nasrabadi:
Quality Guided Sketch-to-Photo Image Synthesis. CVPR Workshops 2020: 3575-3584 - [c166]Fariborz Taherkhani, Ali Dabouei, Sobhan Soleymani, Jeremy M. Dawson, Nasser M. Nasrabadi:
Transporting Labels via Hierarchical Optimal Transport for Semi-Supervised Learning. ECCV (4) 2020: 509-526 - [c165]Saba Heidari Gheshlaghi, Omid Dehzangi, Ali Dabouei, Annahita Amireskandari, Ali Rezai, Nasser M. Nasrabadi:
Efficient Oct Image Segmentation Using Neural Architecture Search. ICIP 2020: 428-432 - [c164]Ali Dabouei, Fariborz Taherkhani, Sobhan Soleymani, Jeremy M. Dawson, Nasser M. Nasrabadi:
Boosting Deep Face Recognition via Disentangling Appearance and Geometry. WACV 2020: 309-318 - [c163]Seyed Mehdi Iranmanesh, Ali Dabouei, Sobhan Soleymani, Hadi Kazemi, Nasser M. Nasrabadi:
Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces. WACV 2020: 319-329 - [c162]Ali Dabouei, Sobhan Soleymani, Fariborz Taherkhani, Jeremy M. Dawson, Nasser M. Nasrabadi:
SmoothFool: An Efficient Framework for Computing Smooth Adversarial Perturbations. WACV 2020: 2654-2663 - [c161]Hadi Kazemi, Fariborz Taherkhani, Nasser M. Nasrabadi:
Preference-Based Image Generation. WACV 2020: 3393-3402 - [i52]Seyed Mehdi Iranmanesh, Ali Dabouei, Sobhan Soleymani, Hadi Kazemi, Nasser M. Nasrabadi:
Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces. CoRR abs/2001.03113 (2020) - [i51]Ali Dabouei, Fariborz Taherkhani, Sobhan Soleymani, Jeremy M. Dawson, Nasser M. Nasrabadi:
Boosting Deep Face Recognition via Disentangling Appearance and Geometry. CoRR abs/2001.04559 (2020) - [i50]Ali Dabouei, Sobhan Soleymani, Fariborz Taherkhani, Nasser M. Nasrabadi:
SuperMix: Supervising the Mixing Data Augmentation. CoRR abs/2003.05034 (2020) - [i49]Fariborz Taherkhani, Veeru Talreja, Matthew C. Valenti, Nasser M. Nasrabadi:
Error-Corrected Margin-Based Deep Cross-Modal Hashing for Facial Image Retrieval. CoRR abs/2004.03378 (2020) - [i48]Moktari Mostofa, Syeda Nyma Ferdous, Benjamin S. Riggan, Nasser M. Nasrabadi:
Joint-SRVDNet: Joint Super Resolution and Vehicle Detection Network. CoRR abs/2005.00983 (2020) - [i47]Uche Osahor, Hadi Kazemi, Ali Dabouei, Nasser M. Nasrabadi:
Quality Guided Sketch-to-Photo Image Synthesis. CoRR abs/2005.02133 (2020) - [i46]Fariborz Taherkhani, Veeru Talreja, Jeremy M. Dawson, Matthew C. Valenti, Nasser M. Nasrabadi:
PF-cpGAN: Profile to Frontal Coupled GAN for Face Recognition in the Wild. CoRR abs/2005.02166 (2020) - [i45]Saba Heidari Gheshlaghi, Omid Dehzangi, Ali Dabouei, Annahita Amireskandari, Ali Rezai, Nasser M. Nasrabadi:
Efficient OCT Image Segmentation Using Neural Architecture Search. CoRR abs/2007.14790 (2020) - [i44]Seyed Mehdi Iranmanesh, Ali Dabouei, Nasser M. Nasrabadi:
Attribute Adaptive Margin Softmax Loss using Privileged Information. CoRR abs/2009.01972 (2020) - [i43]Moktari Mostofa, Fariborz Taherkhani, Jeremy M. Dawson, Nasser M. Nasrabadi:
Cross-Spectral Iris Matching Using Conditional Coupled GAN. CoRR abs/2010.11689 (2020)
2010 – 2019
- 2019
- [j81]Nasser M. Nasrabadi:
DeepTarget: An Automatic Target Recognition Using Deep Convolutional Neural Networks. IEEE Trans. Aerosp. Electron. Syst. 55(6): 2687-2697 (2019) - [c160]Fariborz Taherkhani, Hadi Kazemi, Nasser M. Nasrabadi:
Matrix Completion for Graph-Based Deep Semi-Supervised Learning. AAAI 2019: 5058-5065 - [c159]Hadi Kazemi, Fariborz Taherkhani, Nasser M. Nasrabadi:
Identity-Aware Deep Face Hallucination via Adversarial Face Verification. BTAS 2019: 1-10 - [c158]Sobhan Soleymani, Ali Dabouei, Jeremy M. Dawson, Nasser M. Nasrabadi:
Defending Against Adversarial Iris Examples UsingWavelet Decomposition. BTAS 2019: 1-9 - [c157]Veeru Talreja, Fariborz Taherkhani, Matthew C. Valenti, Nasser M. Nasrabadi:
Attribute-Guided Coupled GAN for Cross-Resolution Face Recognition. BTAS 2019: 1-10 - [c156]Veeru Talreja, Matthew C. Valenti, Nasser M. Nasrabadi:
Zero-Shot Deep Hashing and Neural Network Based Error Correction for Face Template Protection. BTAS 2019: 1-10 - [c155]Domenick Poster, Shuowen Hu, Nasser M. Nasrabadi, Benjamin S. Riggan:
An Examination of Deep-Learning Based Landmark Detection Methods on Thermal Face Imagery. CVPR Workshops 2019: 980-987 - [c154]Ali Dabouei, Sobhan Soleymani, Jeremy M. Dawson, Nasser M. Nasrabadi:
Deep Contactless Fingerprint Unwarping. ICB 2019: 1-8 - [c153]Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi:
Attribute-Guided Deep Polarimetric Thermal-to-visible Face Recognition. ICB 2019: 1-8 - [c152]Sobhan Soleymani, Ali Dabouei, Jeremy M. Dawson, Nasser M. Nasrabadi:
Adversarial Examples to Fool Iris Recognition Systems. ICB 2019: 1-8 - [c151]Fariborz Taherkhani, Jeremy M. Dawson, Nasser M. Nasrabadi:
Hyperspectral Band Selection for Face Recognition Based on a Structurally Sparsified Deep Convolutional Neural Networks. ICB 2019: 1-8 - [c150]Veeru Talreja, Sobhan Soleymani, Matthew C. Valenti, Nasser M. Nasrabadi:
Learning to Authenticate with Deep Multibiometric Hashing and Neural Network Decoding. ICC 2019: 1-7 - [c149]Fariborz Taherkhani, Hadi Kazemi, Ali Dabouei, Jeremy M. Dawson, Nasser M. Nasrabadi:
A Weakly Supervised Fine Label Classifier Enhanced by Coarse Supervision. ICCV 2019: 6458-6467 - [c148]Hadi Kazemi, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi:
Style and Content Disentanglement in Generative Adversarial Networks. WACV 2019: 848-856 - [c147]Ali Dabouei, Sobhan Soleymani, Jeremy M. Dawson, Nasser M. Nasrabadi:
Fast Geometrically-Perturbed Adversarial Faces. WACV 2019: 1979-1988 - [i42]Amirsina Torfi, Rouzbeh A. Shirvani, Sobhan Soleymani, Nasser M. Nasrabadi:
GASL: Guided Attention for Sparsity Learning in Deep Neural Networks. CoRR abs/1901.01939 (2019) - [i41]Veeru Talreja, Fariborz Taherkhani, Matthew C. Valenti, Nasser M. Nasrabadi:
Using Deep Cross Modal Hashing and Error Correcting Codes for Improving the Efficiency of Attribute Guided Facial Image Retrieval. CoRR abs/1902.04139 (2019) - [i40]Veeru Talreja, Sobhan Soleymani, Matthew C. Valenti, Nasser M. Nasrabadi:
Learning to Authenticate with Deep Multibiometric Hashing and Neural Network Decoding. CoRR abs/1902.04149 (2019) - [i39]Ali Takbiri-Borujeni, Hadi Kazemi, Nasser M. Nasrabadi:
A data-driven proxy to Stoke's flow in porous media. CoRR abs/1905.06327 (2019) - [i38]Sobhan Soleymani, Ali Dabouei, Jeremy M. Dawson, Nasser M. Nasrabadi:
Adversarial Examples to Fool Iris Recognition Systems. CoRR abs/1906.09300 (2019) - [i37]Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi:
Attribute-Guided Deep Polarimetric Thermal-to-visible Face Recognition. CoRR abs/1907.11980 (2019) - [i36]Veeru Talreja, Fariborz Taherkhani, Matthew C. Valenti, Nasser M. Nasrabadi:
Attribute-Guided Coupled GAN for Cross-Resolution Face Recognition. CoRR abs/1908.01790 (2019) - [i35]Veeru Talreja, Matthew C. Valenti, Nasser M. Nasrabadi:
Zero-Shot Deep Hashing and Neural Network Based Error Correction for Face Template Protection. CoRR abs/1908.02706 (2019) - [i34]Sobhan Soleymani, Ali Dabouei, Jeremy M. Dawson, Nasser M. Nasrabadi:
Defending Against Adversarial Iris Examples Using Wavelet Decomposition. CoRR abs/1908.03176 (2019) - [i33]Fariborz Taherkhani, Jeremy M. Dawson, Nasser M. Nasrabadi:
Deep Sparse Band Selection for Hyperspectral Face Recognition. CoRR abs/1908.09630 (2019) - [i32]Hadi Kazemi, Fariborz Taherkhani, Nasser M. Nasrabadi:
Identity-Aware Deep Face Hallucination via Adversarial Face Verification. CoRR abs/1909.08130 (2019) - [i31]Ali Dabouei, Sobhan Soleymani, Fariborz Taherkhani, Jeremy M. Dawson, Nasser M. Nasrabadi:
SmoothFool: An Efficient Framework for Computing Smooth Adversarial Perturbations. CoRR abs/1910.03624 (2019) - 2018
- [j80]Zhengming Ding, Nasser M. Nasrabadi, Yun Fu:
Semi-supervised Deep Domain Adaptation via Coupled Neural Networks. IEEE Trans. Image Process. 27(11): 5214-5224 (2018) - [c146]Hadi Kazemi, Fariborz Taherkhani, Nasser M. Nasrabadi:
Unsupervised Facial Geometry Learning for Sketch to Photo Synthesis. BIOSIG 2018: 1-5 - [c145]Domenick Poster, Nasser M. Nasrabadi, Benjamin S. Riggan:
Deep Sparse Feature Selection and Fusion for Textured Contact Lens Detection. BIOSIG 2018: 1-5 - [c144]Fariborz Taherkhani, Veeru Talreja, Hadi Kazemi, Nasser M. Nasrabadi:
Facial Attribute Guided Deep Cross-Modal Hashing for Face Image Retrieval. BIOSIG 2018: 1-6 - [c143]Ali Dabouei, Sobhan Soleymani, Hadi Kazemi, Seyed Mehdi Iranmanesh, Jeremy M. Dawson, Nasser M. Nasrabadi:
ID Preserving Generative Adversarial Network for Partial Latent Fingerprint Reconstruction. BTAS 2018: 1-10 - [c142]Seyed Mehdi Iranmanesh, Hadi Kazemi, Sobhan Soleymani, Ali Dabouei, Nasser M. Nasrabadi:
Deep Sketch-Photo Face Recognition Assisted by Facial Attributes. BTAS 2018: 1-10 - [c141]Sobhan Soleymani, Ali Dabouei, Seyed Mehdi Iranmanesh, Hadi Kazemi, Jeremy M. Dawson, Nasser M. Nasrabadi:
Prosodic-Enhanced Siamese Convolutional Neural Networks for Cross-Device Text-Independent Speaker Verification. BTAS 2018: 1-7 - [c140]Hadi Kazemi, Sobhan Soleymani, Ali Dabouei, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi:
Attribute-Centered Loss for Soft-Biometrics Guided Face Sketch-Photo Recognition. CVPR Workshops 2018: 499-507 - [c139]Fariborz Taherkhani, Nasser M. Nasrabadi, Jeremy M. Dawson:
A Deep Face Identification Network Enhanced by Facial Attributes Prediction. CVPR Workshops 2018: 553-560 - [c138]Amir Soleimani, Nasser M. Nasrabadi:
Convolutional Neural Networks for Aerial Multi-Label Pedestrian Detection. FUSION 2018: 1005-1010 - [c137]Veeru Talreja, Fariborz Taherkhani, Matthew C. Valenti, Nasser M. Nasrabadi:
Using Deep Cross Modal Hashing and Error Correcting Codes for Improving the Efficiency of Attribute Guided Facial Image Retrieval. GlobalSIP 2018: 564-568 - [c136]Ali Dabouei, Hadi Kazemi, Seyed Mehdi Iranmanesh, Jeremy M. Dawson, Nasser M. Nasrabadi:
Fingerprint Distortion Rectification Using Deep Convolutional Neural Networks. ICB 2018: 1-8 - [c135]Seyed Mehdi Iranmanesh, Ali Dabouei, Hadi Kazemi, Nasser M. Nasrabadi:
Deep Cross Polarimetric Thermal-to-Visible Face Recognition. ICB 2018: 166-173 - [c134]Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Supervised Deep Sparse Coding Networks. ICIP 2018: 346-350 - [c133]Sobhan Soleymani, Amirsina Torfi, Jeremy M. Dawson, Nasser M. Nasrabadi:
Generalized Bilinear Deep Convolutional Neural Networks for Multimodal Biometric Identification. ICIP 2018: 763-767 - [c132]Benjamin S. Riggan, Nathaniel J. Short, M. Saquib Sarfraz, Shuowen Hu, He Zhang, Vishal M. Patel, Sanka Rasnayaka, Jing Li, Terence Sim, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi:
Icme Grand Challenge Results on Heterogeneous Face Recognition: Polarimetric Thermal-to-Visible Matching. ICME Workshops 2018: 1-4 - [c131]Amirsina Torfi, Jeremy M. Dawson, Nasser M. Nasrabadi:
Text-Independent Speaker Verification Using 3D Convolutional Neural Networks. ICME 2018: 1-6 - [c130]Sobhan Soleymani, Ali Dabouei, Hadi Kazemi, Jeremy M. Dawson, Nasser M. Nasrabadi:
Multi-Level Feature Abstraction from Convolutional Neural Networks for Multimodal Biometric Identification. ICPR 2018: 3469-3476 - [c129]Hadi Kazemi, Sobhan Soleymani, Fariborz Taherkhani, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi:
Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound. NeurIPS 2018: 10369-10379 - [c128]Hadi Kazemi, Seyed Mehdi Iranmanesh, Ali Dabouei, Sobhan Soleymani, Nasser M. Nasrabadi:
Facial Attributes Guided Deep Sketch-to-Photo Synthesis. WACV Workshops 2018: 1-8 - [c127]Oytun Ulutan, Benjamin S. Riggan, Nasser M. Nasrabadi, B. S. Manjunath:
An Order Preserving Bilinear Model for Person Detection in Multi-Modal Data. WACV 2018: 1160-1169 - [i30]Ali Dabouei, Hadi Kazemi, Seyed Mehdi Iranmanesh, Jeremy M. Dawson, Nasser M. Nasrabadi:
Fingerprint Distortion Rectification using Deep Convolutional Neural Networks. CoRR abs/1801.01198 (2018) - [i29]Seyed Mehdi Iranmanesh, Ali Dabouei, Hadi Kazemi, Nasser M. Nasrabadi:
Deep Cross Polarimetric Thermal-to-visible Face Recognition. CoRR abs/1801.01486 (2018) - [i28]Hadi Kazemi, Sobhan Soleymani, Ali Dabouei, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi:
Attribute-Centered Loss for Soft-Biometrics Guided Face Sketch-Photo Recognition. CoRR abs/1804.03082 (2018) - [i27]Fariborz Taherkhani, Nasser M. Nasrabadi, Jeremy M. Dawson:
A Deep Face Identification Network Enhanced by Facial Attributes Prediction. CoRR abs/1805.00324 (2018) - [i26]Sobhan Soleymani, Amirsina Torfi, Jeremy M. Dawson, Nasser M. Nasrabadi:
Generalized Bilinear Deep Convolutional Neural Networks for Multimodal Biometric Identification. CoRR abs/1807.01298 (2018) - [i25]Sobhan Soleymani, Ali Dabouei, Hadi Kazemi, Jeremy M. Dawson, Nasser M. Nasrabadi:
Multi-Level Feature Abstraction from Convolutional Neural Networks for Multimodal Biometric Identification. CoRR abs/1807.01332 (2018) - [i24]Amir Soleimani, Nasser M. Nasrabadi:
Convolutional Neural Networks for Aerial Multi-Label Pedestrian Detection. CoRR abs/1807.05983 (2018) - [i23]Ali Dabouei, Sobhan Soleymani, Hadi Kazemi, Seyed Mehdi Iranmanesh, Jeremy M. Dawson, Nasser M. Nasrabadi:
ID Preserving Generative Adversarial Network for Partial Latent Fingerprint Reconstruction. CoRR abs/1808.00035 (2018) - [i22]Seyed Mehdi Iranmanesh, Hadi Kazemi, Sobhan Soleymani, Ali Dabouei, Nasser M. Nasrabadi:
Deep Sketch-Photo Face Recognition Assisted by Facial Attributes. CoRR abs/1808.00059 (2018) - [i21]Sobhan Soleymani, Ali Dabouei, Seyed Mehdi Iranmanesh, Hadi Kazemi, Jeremy M. Dawson, Nasser M. Nasrabadi:
Prosodic-Enhanced Siamese Convolutional Neural Networks for Cross-Device Text-Independent Speaker Verification. CoRR abs/1808.01026 (2018) - [i20]Amir Soleimani, Nasser M. Nasrabadi, Elias J. Griffith, Jason F. Ralph, Simon Maskell:
Convolutional Neural Networks for Aerial Vehicle Detection and Recognition. CoRR abs/1808.08560 (2018) - [i19]Ali Dabouei, Sobhan Soleymani, Jeremy M. Dawson, Nasser M. Nasrabadi:
Fast Geometrically-Perturbed Adversarial Faces. CoRR abs/1809.08999 (2018) - [i18]Hadi Kazemi, Fariborz Taherkhani, Nasser M. Nasrabadi:
Unsupervised Facial Geometry Learning for Sketch to Photo Synthesis. CoRR abs/1810.05361 (2018) - [i17]Hadi Kazemi, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi:
Style and Content Disentanglement in Generative Adversarial Networks. CoRR abs/1811.05621 (2018) - [i16]Hadi Kazemi, Sobhan Soleymani, Fariborz Taherkhani, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi:
Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound. CoRR abs/1811.11979 (2018) - 2017
- [j79]Amirsina Torfi, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi, Jeremy M. Dawson:
3D Convolutional Neural Networks for Cross Audio-Visual Matching Recognition. IEEE Access 5: 22081-22091 (2017) - [j78]Tianpei Xie, Nasser M. Nasrabadi, Alfred O. Hero III:
Learning to Classify With Possible Sensor Failures. IEEE Trans. Signal Process. 65(4): 836-849 (2017) - [c126]Veeru Talreja, Matthew C. Valenti, Nasser M. Nasrabadi:
Multibiometric secure system based on deep learning. GlobalSIP 2017: 298-302 - [c125]Tuan Dao, Amit K. Roy-Chowdhury, Nasser M. Nasrabadi, Srikanth V. Krishnamurthy, Prasant Mohapatra, Lance M. Kaplan:
Accurate and Timely Situation Awareness Retrieval from a Bandwidth Constrained Camera Network. MASS 2017: 416-425 - [i15]Ding Liu, Zhaowen Wang, Nasser M. Nasrabadi, Thomas S. Huang:
Learning a Mixture of Deep Networks for Single Image Super-Resolution. CoRR abs/1701.00823 (2017) - [i14]Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Supervised Multilayer Sparse Coding Networks for Image Classification. CoRR abs/1701.08349 (2017) - [i13]Amirsina Torfi, Nasser M. Nasrabadi, Jeremy M. Dawson:
Text-Independent Speaker Verification Using 3D Convolutional Neural Networks. CoRR abs/1705.09422 (2017) - [i12]Amirsina Torfi, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi, Jeremy M. Dawson:
Coupled 3D Convolutional Neural Networks for Audio-Visual Recognition. CoRR abs/1706.05739 (2017) - [i11]Veeru Talreja, Matthew C. Valenti, Nasser M. Nasrabadi:
Multibiometric Secure System Based on Deep Learning. CoRR abs/1708.02314 (2017) - [i10]Oytun Ulutan, Benjamin S. Riggan, Nasser M. Nasrabadi, B. S. Manjunath:
An Order Preserving Bilinear Model for Person Detection in Multi-Modal Data. CoRR abs/1712.07721 (2017) - 2016
- [j77]Soheil Bahrampour, Nasser M. Nasrabadi, Asok Ray, William Kenneth Jenkins:
Multimodal Task-Driven Dictionary Learning for Image Classification. IEEE Trans. Image Process. 25(1): 24-38 (2016) - [j76]Minh Dao, Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran:
Collaborative Multi-Sensor Classification Via Sparsity-Based Representation. IEEE Trans. Signal Process. 64(9): 2400-2415 (2016) - [c124]Ding Liu, Zhaowen Wang, Nasser M. Nasrabadi, Thomas S. Huang:
Learning a Mixture of Deep Networks for Single Image Super-Resolution. ACCV (3) 2016: 145-156 - [c123]Christopher Reale, Nasser M. Nasrabadi, Heesung Kwon, Rama Chellappa:
Seeing the Forest from the Trees: A Holistic Approach to Near-Infrared Heterogeneous Face Recognition. CVPR Workshops 2016: 320-328 - [c122]Minh Dao, Tung-Duong Tran-Luu, Nasser M. Nasrabadi:
Sparsity-based fusion of multiple sensors and multiple features for acoustic transients classification. GlobalSIP 2016: 182-186 - [c121]Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Invariant hierarchical sparse coding for object recognition via bags of atoms. GlobalSIP 2016: 212-216 - [c120]Christopher Reale, Nasser M. Nasrabadi, Rama Chellappa:
An analysis of the robustness of deep face recognition networks to noisy training labels. GlobalSIP 2016: 1192-1196 - [c119]Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Sparse coding with fast image alignment via large displacement optical flow. ICASSP 2016: 2404-2408 - [c118]Zhengming Ding, Nasser M. Nasrabadi, Yun Fu:
Task-driven deep transfer learning for image classification. ICASSP 2016: 2414-2418 - [c117]Muchen Wu, Nasser M. Nasrabadi, Srikanth V. Krishnamurthy, Prasant Mohapatra:
Resource-aware fusion in multimodal sensing under network constraints. INFOCOM Workshops 2016: 259-264 - 2015
- [j75]Benjamin S. Riggan, Christopher Reale, Nasser M. Nasrabadi:
Coupled Auto-Associative Neural Networks for Heterogeneous Face Recognition. IEEE Access 3: 1620-1632 (2015) - [j74]Qing Qu, Nasser M. Nasrabadi, Trac D. Tran:
Subspace Vertex Pursuit: A Fast and Robust Near-Separable Nonnegative Matrix Factorization Method for Hyperspectral Unmixing. IEEE J. Sel. Top. Signal Process. 9(6): 1142-1155 (2015) - [j73]Umamahesh Srinivas, Nasser M. Nasrabadi, Vishal Monga:
Graph-Based Sensor Fusion for Classification of Transient Acoustic Signals. IEEE Trans. Cybern. 45(3): 576-587 (2015) - [j72]Zhangyang Wang, Nasser M. Nasrabadi, Thomas S. Huang:
Semisupervised Hyperspectral Classification Using Task-Driven Dictionary Learning With Laplacian Regularization. IEEE Trans. Geosci. Remote. Sens. 53(3): 1161-1173 (2015) - [j71]Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Task-Driven Dictionary Learning for Hyperspectral Image Classification With Structured Sparsity Constraints. IEEE Trans. Geosci. Remote. Sens. 53(8): 4457-4471 (2015) - [c116]Boyu Lu, Rama Chellappa, Nasser M. Nasrabadi:
Incremental Dictionary Learning for Unsupervised Domain Adaptation. BMVC 2015: 108.1-108.12 - [c115]Soheil Bahrampour, Nasser M. Nasrabadi, Asok Ray, Kenneth W. Jenkins:
Kernel task-driven dictionary learning for hyperspectral image classification. ICASSP 2015: 1324-1328 - [c114]Yang Zhang, Nasser M. Nasrabadi, Mark Hasegawa-Johnson:
Multichannel transient acoustic signal classification using task-driven dictionary with joint sparsity and beamforming. ICASSP 2015: 1866-1870 - [c113]Tianpei Xie, Nasser M. Nasrabadi, Alfred O. Hero III:
Semi-supervised multi-sensor classification via consensus-based Multi-View Maximum Entropy Discrimination. ICASSP 2015: 1936-1940 - [c112]Minh Dao, Nasser M. Nasrabadi, Trac D. Tran:
Multi-sensor classification via sparsity-based representation with low-rank interference. ICASSP 2015: 2409-2413 - [c111]Boyu Lu, Nasser M. Nasrabadi:
Task-driven dictionary learning with different Laplacian priors for hyperspectral image classification. IGARSS 2015: 2868-2871 - [i9]Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Task-Driven Dictionary Learning for Hyperspectral Image Classification with Structured Sparsity Constraints. CoRR abs/1502.00836 (2015) - [i8]Soheil Bahrampour, Nasser M. Nasrabadi, Asok Ray, W. Kenneth Jenkins:
Multimodal Task-Driven Dictionary Learning for Image Classification. CoRR abs/1502.01094 (2015) - [i7]Soheil Bahrampour, Nasser M. Nasrabadi, Asok Ray, Kenneth W. Jenkins:
Kernel Task-Driven Dictionary Learning for Hyperspectral Image Classification. CoRR abs/1502.03126 (2015) - [i6]Tianpei Xie, Nasser M. Nasrabadi, Alfred O. Hero III:
Semi-supervised Multi-sensor Classification via Consensus-based Multi-View Maximum Entropy Discrimination. CoRR abs/1507.01269 (2015) - [i5]Tianpei Xie, Nasser M. Nasrabadi, Alfred O. Hero III:
Learning to classify with possible sensor failures. CoRR abs/1507.04540 (2015) - [i4]Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Sparse Coding with Fast Image Alignment via Large Displacement Optical Flow. CoRR abs/1512.06709 (2015) - 2014
- [j70]Xiaoxia Sun, Qing Qu, Nasser M. Nasrabadi, Trac D. Tran:
Structured Priors for Sparse-Representation-Based Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 11(7): 1235-1239 (2014) - [j69]Sumit Shekhar, Vishal M. Patel,