Conferences and Journal
2013
- Avinash Kumar and Narendra Ahuja. A Generative Focus Measure With Application to Omnifocus Imaging. In IEEE Conference on International Conference on Computational Photography (ICCP), 2013 (to appear)
- Jia-Bin Huang, Johannes Kopf, Narendra Ahuja, and Sing Bing Kang. Transformation Guided Image Completion. In IEEE Conference on International Conference on Computational Photography (ICCP), 2013 (to appear)
- Bernard Ghanem,Narendra Ahuja:Modeling dynamic swarms.Computer Vision and Image Understanding 117(1): 1-11 (2013)
- Esther Resendiz and Narendra Ahuja. Railroad Track Inspection using Computer Vision. In IEEE Transactions on Intelligent Transportation Systems, 2013 (to appear)
2012
- Xianbiao Shu, Chunyu Gao, Narendra Ahuja: Aperture access and manipulation for computational imaging. Computer Vision and Image Understanding 116(2): 222-237 (2012)
- Qingxiong Yang, Narendra Ahuja: Surface reflectance and normal estimation from photometric stereo. Computer Vision and Image Understanding 116(7): 793-802 (2012)
- Qingxiong Yang, Kar-Han Tan, Narendra Ahuja: Shadow Removal Using Bilateral Filtering. IEEE Transactions on Image Processing 21(10): 4361-4368 (2012)
- Qingxiong Yang, Narendra Ahuja: Stereo Matching Using Epipolar Distance Transform. IEEE Transactions on Image Processing 21(10): 4410-4419 (2012)
- Hsien-Ting (Tim) Cheng, Narendra Ahuja: Exploiting nonlocal spatiotemporal structure for video segmentation. CVPR 2012: 741-748
- Tianzhu Zhang, Bernard Ghanem, Si Liu, Narendra Ahuja: Robust visual tracking via multi-task sparse learning. CVPR 2012: 2042-2049
- Tianzhu Zhang, Bernard Ghanem, Si Liu, Narendra Ahuja: Low-Rank Sparse Learning for Robust Visual Tracking. ECCV (6) 2012: 470-484
- Tianzhu Zhang, Bernard Ghanem, Narendra Ahuja: Robust multi-object tracking via cross-domain contextual information for sports video analysis. ICASSP 2012: 985-988
- Linchao Bao, Yibing Song, Qingxiong Yang and Narendra Ahuja,
An Edge-preserving Filtering Framework for Visibility Restoration,
International Conference on Pattern Recognition (ICPR) 2012
- Myra Nam and Narendra Ahuja,
Learning Human Preferences to Sharpen Images,
International Conference on Pattern Recognition (ICPR) 2012
- Abhisek Singh and Narendra Ahuja, Exploiting Ramp Structures for Improving Optical Flow Estimation, International Conference on Pattern Recognition (ICPR) 2012
- Jia-Bin Huang and Narendra Ahuja, Saliency Detection Via Divergence Analysis: A Unified Perspective, International Conference on Pattern Recognition (ICPR) 2012
- Indriyati Atmosukarto, Bernard Ghanem and Narendra Ahuja, Trajectory-based Fisher Kernel Representation for Action Recognition in Videos, International Conference on Pattern Recognition (ICPR) 2012
- Abhishek Singh, Narendra Ahuja and Pierre Moulin. Online Learning With Kernels: Overcoming the Growing Sum Problem. IEEE Workshop on Machine Learning for Signal Processing, 2012
2011
- Qingxiong Yang, Shengnan Wang, Narendra Ahuja, Ruigang Yang: A Uniform Framework for Estimating Illumination Chromaticity, Correspondence, and Specular Reflection. IEEE Transactions on Image Processing 20(1): 53-63 (2011)
- Xianbiao Shu, Narendra Ahuja: Imaging via three-dimensional compressive sampling (3DCS). ICCV 2011: 439-446
- Bernard Ghanem, Narendra Ahuja: Modeling Dynamic Swarms. CoRR abs/1102.1292 (2011)
- Emre Akbas, Bernard Ghanem, Narendra Ahuja: MIS-Boost: Multiple Instance Selection Boosting. CoRR abs/1109.2388 (2011)
- Bernard Ghanem, Narendra Ahuja: A Probabilistic Framework for Discriminative Dictionary Learning. CoRR abs/1109.2389 (2011)
- Avinash Kumar, Tristan G. Rickett, Aniruddh Vemula, John .M. Hart, J. Riley Edwards, Narendra Ahuja, and C.P.L. Barkan. 2011. Aerodynamic Analysis of Intermodal Freight Trains Using Machine Vision. In: Proceedings of the 9th World Congress on Railway Research, 22-26 May 2011, Lille, France. [Full Text]
- Tristan G. Rickett, John .M. Hart, J. Riley Edwards, Avinash Kumar, C.P.L. Barkan and Narendra Ahuja. 2011. Monitoring the Aerodynamic Efficiency of Intermodal Train Loading Using Machine Vision. Proceedings of Transportation Research Board Annual Conference. Washington D.C. (January 2011). [Full Text]
2010
- Chunyu Gao, Hong Hua, Narendra Ahuja: A hemispherical imaging camera. Computer Vision and Image Understanding 114(2): 168-178 (2010)
- Bernard Ghanem, Narendra Ahuja: Dinkelbach NCUT: An Efficient Framework for Solving Normalized Cuts Problems with Priors and Convex Constraints. International Journal of Computer Vision 89(1): 40-55 (2010)
- Mert Dikmen, Emre Akbas, Thomas S. Huang, Narendra Ahuja: Pedestrian Recognition with a Learned Metric. ACCV (4) 2010: 501-512
- Qingxiong Yang, Liang Wang, Narendra Ahuja: A constant-space belief propagation algorithm for stereo matching. CVPR 2010: 1458-1465
- Qingxiong Yang, Shengnan Wang, Narendra Ahuja: SVM for edge-preserving filtering. CVPR 2010: 1775-1782
- Qingxiong Yang, Shengnan Wang, Narendra Ahuja: Real-Time Specular Highlight Removal Using Bilateral Filtering. ECCV (4) 2010: 87-100
- Bernard Ghanem, Narendra Ahuja: Maximum Margin Distance Learning for Dynamic Texture Recognition. ECCV (2) 2010: 223-236
- Xianbiao Shu, Narendra Ahuja: Hybrid Compressive Sampling via a New Total Variation TVL1. ECCV (6) 2010: 393-404
- Sanketh Shetty, Narendra Ahuja: Supervised and Unsupervised Clustering with Probabilistic Shift. ECCV (5) 2010: 644-657
- Bernard Ghanem, Narendra Ahuja: Sparse Coding of Linear Dynamical Systems with an Application to Dynamic Texture Recognition. ICPR 2010: 987-990
- Emre Akbas, Narendra Ahuja: Low-Level Image Segmentation Based Scene Classification. ICPR 2010: 3623-3626
- Narendra Ahuja, Sinisa Todorovic: From Region Based Image Representation to Object Discovery and Recognition. SSPR/SPR 2010: 1-19
2009
- Tianli Yu, Jiebo Luo, Narendra Ahuja: Search strategies for shape regularized active contour. Computer Vision and Image Understanding 113(10): 1053-1063 (2009)
- Emre Akbas, Narendra Ahuja: From Ramp Discontinuities to Segmentation Tree. ACCV (1) 2009: 123-134
- Qingxiong Yang, Kar-Han Tan, Narendra Ahuja: Real-time O(1) bilateral filtering. CVPR 2009: 557-564
- Garimella Rama Murthy, Narendra Ahuja: Non-uniform sampling: A novel approach. ICASSP 2009: 3229-3232
- Sinisa Todorovic, Narendra Ahuja: Texel-based texture segmentation. ICCV 2009: 841-848
- Qing-Jie Kong, Avinash Kumar, Narendra Ahuja, Yuncai Liu: Robust segmentation of freight containers in train monitoring videos. WACV 2009: 1-6
2008
- Sinisa Todorovic and Narendra Ahuja, Region Based Hierarchical Image Matching, International Journal of Computer Vision, Vol. 78, No. 1, 2008, 47-66.
- A. Briassouli and Narendra Ahuja, Integration of Frequency and Space for Multiple Motion Estimation and Shape-Independent Object Segmentation, IEEE Transactions on Circuits, Systems and Video Technology, Vol. 18, No. 5, May 2008, 657-669.
- H. Wang and Narendra Ahuja, A Tensor Approximation Approach to Dimensionality Reduction, International Journal of Computer Vision, 76:3, March 2008, 217-229. [Full Text]
- Sinisa Todorovic and Narendra Ahuja, Unsupervised Category Modeling, Recognition, and Segmentation in Images, IEEE Trans. Pattern Analysis and Machine Intelligence, 2008, to appear. [Full Text]
- John M. Hart, Esther Resendiz, B. Freid, S. Sawadisavi, C. Barkan and Narendra Ahuja, machine Vision Using Multi-Spectral Imaging for Undercarriage Inspection of Railroad Equipment, Proc. 8th World Congress on Railway Research (WCRR), Seoul, Korea, May 2008.
- Varsha Hedau, Himanshu Arora and Narendra Ahuja, "Matching Images under Unstable Segmentation", in Proc. IEEE Comp. Soc. Conf. Computer Vision and Pattern Recognition (CVPR 2008), Anchorage, AL, 2008. [Full Text]
- Narendra Ahuja and Sinisa Todorovic, "Connected segmentation tree - a joint representation of region layout and hierarchy," in Proc. IEEE Comp. Soc. Conf. Computer Vision and Pattern Recognition (CVPR 2008), Anchorage, AL, 2008. [Full Text]
- Sinisa Todorovic and Narendra Ahuja, "Learning subcategory relevances to category recognition," in Proc. IEEE Comp. Soc. Conf. Computer Vision and Pattern Recognition (CVPR 2008), Anchorage, AL, 2008. [Full Text]
- Bernard Ghanem and Narendra Ahuja, "Extracting a Fluid Dynamic Texture and the Background from Video", in Proc. IEEE Comp. Soc. Conf. Computer Vision and Pattern Recognition (CVPR 2008), Anchorage, AL, 2008. [Full Text]
- Bernard Ghanem , Esther Resendiz and Narendra Ahuja, Segmentation-based Perceptual Image Quality Assessment (SPIQA), International Conference on Image Processing, San Diego, CA, October 2008.
- S. Sawadisavi, J. Edwards, Esther Resendiz, John M. Hart, C. Barkan and Narendra Ahuja, Machine Vision Inspection of Railroad Track, Proc. AREMA 2008 Annual Conference, Salt Lake City, UT, September 2008.
- Esther Resendiz and Narendra Ahuja, "A Unified Model for Activity Recognition in Video", Proc. 19th International Conference on Pattern Recognition(ICPR 2008), Tampa, FL, December 2008.
- Sinisa Todorovic and Narendra Ahuja, "Scale-invariant region-based hierarchical image matching," in Proc. 19th Int. Conf. Pattern Recognition (ICPR 2008), Tampa, FL, 2008.
- S. Shetty and Narendra Ahuja, "A Uniformity Criterion and Algorithm for Data Clustering", in Proc. 19th International Conference on Pattern Recognition (ICPR 2008), Tampa, FL, December 2008.
2007
- Hongcheng Wang, Ning Xu, Ramesh Raskar and Narendra Ahuja, Videoshop: A New Framework for Video Editing in Gradient Domain, Graphical Models (GM), Volume 69, Issue 1, Jan. 2007, pp 57-70 [Full Text]
- Avinash Kumar, Narendra Ahuja, John M. Hart, U. K. Visesh, P. J. Narayanan, C. V. Jawahar, A Vision System for Monitoring Intermodal Freight Trains, Workshop on Applications of Computer Vision (WACV), Austin, TX, February 2007. [Full Text]
- S. Yi, B. Choi and Narendra Ahuja, Real-time Omni-directional Distance Measurement with Active Panoramic Vision, International Journal of Control, Automation, and Systems, Vol. 5, No. 2, April 2007, 184-191.[Full Text]
- Hong Hua, C. Gao, and Narendra Ahuja, Calibration of an augmented reality system using head-mounted projective displays, IEEE Transactions on Systems, Man, Cybernetics (Part A: Systems), 37(3), 416-30, May 2007. [Full Text]
- B. Freid, C. Barkan, Narendra Ahuja, John M. Hart, S. Todorvic, N. Kocher, Multispectral Machine Vision for Improved undercarriage Inspection of Railroad Rolling Stock, Proc. International Heavy Haul Conference, Specialist Technical Session, Kiruna, Sweden, June 2007, 737-744. [Full Text]
- Tianli Yu, Ning Xu and Narendra Ahuja, Shape and View Independent Reflectance Map from Multiple Views, International Journal of Computer Vision, Vol. 73, No. 2, June 2007, 123-138. [Full Text]
- Himanshu Arora, N. Loeff, D. Forsyth and Narendra Ahuja, Unsupervised Segmentation of Objects using Efficient Learning, Proc. IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis, MN, June 2007, 1-7 [Full Text]
- Himanshu Arora and Narendra Ahuja, Modeling Objects using Distribution and Topology of Multiscale Region Pairs, IEEE Conference on Computer Vision and Pattern Recognition, Beyond Patches Workshop, Minneapolis, MN, June 2007, 1-8. [Full Text]
- A. Briassouli and Narendra Ahuja, Extraction and Analysis of Multiple Periodic Motions in Video Sequences, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 29, No. 7, July 2007, 1244-1261. [Full Text]
- H. Hua, Narendra Ahuja and C. Gao, Design Analysis of a High-Resolution Panoramic Camera Using Conventional Imagers and a Mirror Pyramid, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 29, No. 2, 2007, 356-361 [Full Text]
- Bernard Ghanem and Narendra Ahuja, Phase PCA for Dynamic Texture Video Compression, Proc.of the IEEE International Conference on Image Processing 2007, Sept. 16-19, San Antonio, TX [Full Text]
- Ning Xu, Narendra Ahuja, R. Bansal, Object segmentation using graph cut based active contours, Computer Vision and Image Understanding,Volume 107, Issue 3, September 2007, Pages 210-224 [Full Text]
- Narendra Ahuja and Sinisa Todorovic, Learning the Taxonomy and Models of Categories Present in Arbitrary Images, Proc. of the IEEE International Conference on Computer Vision 2007, Oct. 14-20, Rio De Janeiro, Brazil [Full Text]
- Narendra Ahuja and Sinisa Todorovic, Extracting Texels in 2.1D Natural Textures, Proc. of the IEEE International Conference on Computer Vision 2007, Oct. 14-20, Rio De Janeiro, Brazil [Full Text]
- Bernard Ghanem and Narendra Ahuja, Phase Based Modelling of Dynamic Textures, Proc. of the IEEE International Conference on Computer Vision 2007, Oct. 14-20, Rio De Janeiro, Brazil [Full Text]
- Sinisa Todorovic and Narendra Ahuja, Region Based Hierarchical Image Matching, Int. Journal of Computer Vision, to appear. [Full Text]
- A. Briassouli and Narendra Ahuja, Integration of Frequency and Space for Multiple Motion Estimation and Shape-Independent Object Segmentation, IEEE Transactions on Circuits, Systems and Video Technology, to appear
- Lai, Y-C., C.P.L. Barkan, J. Drapa, Narendra Ahuja, J.M. Hart, P.J. Narayanan, C.V. Jawahar, Avinash Kumar, L. Milhon and M.P. Stehly 2007. Machine-vision analysis of the energy efficiency of intermodal freight trains. Journal of Rail and Rapid Transit 221: 353-364. [Full Text]
2006
- C. Gao and Narendra Ahuja, A Refractive Camera for Acquiring Stereo Depth and Super-Resolution Images, Proceedings IEEE Conference on Computer Vision and Pattern Recognition, New York, NY Vol. 2, June 2006, 2316-2323. [Full Text]
- Sinisa Todorovic and Narendra Ahuja, Extracting subimages of an unknown category from a set of images, in Proc. IEEE Comp. Soc. Conf. Computer Vision and Pattern Recognition (CVPR 2006), vol. 1, pp. 927-934, New York, NY, 2006. [Full Text]
- Sinisa Todorovic and Narendra Ahuja, 3D texture classification using the belief net of a segmentation tree, in Proc. 18th Int. Conf. Pattern Recognition (ICPR 2006), Hong Kong, China, 2006. [Full Text]
- Alexia Briassouli, Narendra Ahuja, Spatial and Fourier Error Minimization for Motion Estimation and Segmentation, ICPR 2006, Hong Kong [Full Text]
- Alexia Briassouli, Narendra Ahuja, Estimation of Multiple Periodic Motions from Video, ECCV 2006, Graz, Austria [Full Text]
- Hongcheng Wang, Yunqiang Chen, Tong Fang, Jason Tyan and Narendra Ahuja, Gradient Adaptive Image Restoration and Enhancement, in Proc. IEEE International Conference on Image Processing (ICIP), Atlanta, VA, Aug. 2006 [Full Text]
- Tianli Yu, Hongcheng Wang, Narendra Ahuja, Wei-Chao Chen, Sparse Lumigraph Relight by Illumination and Reflectance Estimation from Multi-View Images, Eurographics Symposium on Rendering (EGSR), 2006 [Full Text]
- Tianli Yu, Hongcheng Wang, Narendra Ahuja, Wei-Chao Chen, Sparse Lumigraph Relight by Illumination and Reflectance Estimation from Multi-View Images, Technical Sketch, SIGGRAPH, 2006 [Full Text]
- Himanshu Arora, Narendra Ahuja, Analysis of ramp discontinuity model for multiscale image segmentation. ICPR(1), 2006.
- Tianli Yu, Narendra Ahuja and W-C. Chen, SDG Cut: 3D Reconstruction of Non-Lambertian Objects Using Graph Cuts on Surface Distance Grid, Proceedings IEEE Conference on Computer Vision and Pattern Recognition, New York, NY, Vol. 2, June 2006, 2269-2276. [Full Text]
- C-B. Liu, R-S. Lin, M-H. Yang, Narendra Ahuja and S. Levinson, Object Tracking Using Globally Coordinated Nonlinear Manifolds, International Conference on Pattern Recognition, Vol. 1, Hong Kong, August 2006, 844-847. [Full Text]
- S.Yi and Narendra Ahuja, An Omnidirectional Stereo Vision System Using a Single Camera, International Conference on Pattern Recognition, Vol. 4, Hong Kong, August 2006, 861-847. [Full Text]
- S. Yi and Narendra Ahuja, A Novel Omnidirectional Stereo Vision System with a Single Camera, International Conference on Image Analysis and Recognition, Portugal, September 2006.
2005
- Hongcheng Wang and Narendra Ahuja, Rank-R Approximation of Tensors Using Image-as-Matrix Representation, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2005 Full Text
- Hongcheng Wang, Qing Wu, Lin Shi, Yizhou Yu and Narendra Ahuja, Out-of-Core Tensor Approximation of Multi-Dimensional Matrices of Visual Data, in ACM SIGGRAPH 2005.Full Text
- Hongcheng Wang, Ning Xu, Ramesh Raskar and Narendra Ahuja, Videoshop: A New Framework for Video Editing in Spatio-Temporal Gradient Domain, IEEE, Video Proceedings, International Conference on Computer Vision and Pattern Recognition, 2005
- Tianli Yu, Jiebo Luo and Narendra Ahuja Shape Regularized Active Contour using Iterative Global Search and Local Optimization, accepted by CVPR 2005, June 20-26 2005, San Diego, CA, USA Full Text (2.0 MB)
- Tianli Yu, Jiebo Luo, Amit Singhal, and Narendra Ahuja Shape regularized active contour based on dynamic programming for anatomical structure segmentation, SPIE Medical Imaging 2005, February 12-17 2005, San Diego, CA, USA Full Text (4.3 MB)
- Alexia Briassouli, Narendra Ahuja, Integrated Spatial and Frequency Domain 2D Motion Segmentation and Estimation, ICCV 2005, Beijing, China, [Full Text]
2004
- M. Aggarwal and Narendra Ahuja, Split Aperture Imaging for High Dynamic Range, International Journal on Computer Vision, Vol. 58, No. 1, June 2004, 7-17. Abstract and Full Text
- Che-Bin Liu and Narendra Ahuja. Vision Based Fire Detection. Pattern Recognition, 17th International Conference on (ICPR'04) Volume 4, pp. 134-137, 08 23 - 08, 2004, Cambridge UK Full Text (487KB)
- Chunyu Gao, Narendra Ahuja, Single camera stereo using planar parallel plate , Pattern Recognition, 17th International Conference on (ICPR'04) Volume 4, pp. 108-111 08, 2004, Cambridge UK Full Text (68 KB)
- Alexia Briassouli, Narendra Ahuja, Fusion of frequency and spatial domain information for motion analysis , Pattern Recognition, 17th International Conference on (ICPR'04) Volume 2, pp. 175-178, 2004 Cambridge UK Full Text (4MB)
- Hongcheng Wang and Narendra Ahuja, Compact Representation of Multidimensional Data Using Tensor Rank-One Decomposition, Pattern Recognition, 17th International Conference on (ICPR'04) Volume 1, pp. 44-47 08 23 - 08, 2004, Cambridge UKFull Text
- Ning Xu and Narendra Ahuja. A Three-view Matching Algorithm Considering Foreshortening Effects. In Proceedings of International Conference on Computer Vision, Pattern Recognition and Image Processing, pp. 635-638, Cary, NC. September 2003. Abstract and Full Text
- Ning Xu and Narendra Ahuja. Generating Omnifocus Images Using Graph Cuts and a New Focus Measure. Pattern Recognition, 17th International Conference on (ICPR'04) Volume 4. pp 697-700, 08, 2004 Cambridge UK. Full Text
- A. Jagmohan, Maneesh Singh, and Narendra Ahuja, Dense Two View Stereo Matching Using Kernel Maximum Likelihood Estimation, Pattern Recognition, 17th International Conference on (ICPR'04) Volume 3, pp. 28-31, 08, 2004 Cambridge UK IEEE Reference
- Maneesh Singh, Himanshu Arora and Narendra Ahuja, Robust Registration and Tracking Using Kernel Density Correlation, 2004 Conference on Computer Vision and Pattern Recognition Workshop on Image and Video Registration, CVPRW'04 Volume 11, p. 174, 06 27 - 07 02, 2004, Washington, D.C., USA Full Text
- Che-bin Liu, Narendra Ahuja, A Model for Dynamic Shape and Its Applications , 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'04) Volume 2, pp. 129-134 06 27 - 07 02, 2004, Washington, D.C., USA Full Text (138KB)
- Tianli Yu, Ning Xu and Narendra Ahuja, Recovering Shape and Reflectance Model of Non-Lambertian Objects from Multiple Views, 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'04) Volume 2, pp. 226-233, 06 27 - 07 02, 2004, Washington, D.C., USAFull Text
- Tianli Yu, Ning Xu and Narendra Ahuja, Shape and View Independent Reflectance Map from Multiple Views, ECCV 2004, LNCS 3024, pp. 602-616, May 11-14, Prague. Full Text
- Maneesh Singh, Himanshu Arora and Narendra Ahuja, "A Robust Probabilistic Estimation Framework for Parametric Image Models", European Conference on Computer Vision, LNCS 3021, pp. 508-522, 2004. Full Text
- Anshul Sehgal, A. Jagmohan, Narendra Ahuja "Wyner-Ziv Coding of Video: Applications to Error Resilience," IEEE Trans. Multimedia, April 2004, pages 249 - 258. Full Text
- Ning Xu, Tianli Yu and Narendra Ahuja. Shape from color consistency using node cut. In Proceedings of Asian Conference on Computer Vision, Jeju Island, Korea. January 2004.Abstract and Full Text
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