Journals

  1. J. Holloway, K. Mitra, S. Koppal, A. Veeraraghavan, “Generalized Assorted Camera Arrays: Robust Cross-channel Registration and Applications”, in preparation for submission to IEEE Transactions on Image Processing (TIP), to be submitted in April 2014.

  2. A. Ito, S. Tambe, K. Mitra, A. Sankaranarayanan, A. Veeraraghavan,“Compressive Epsilon Photography for Post-Capture Control in Digital Imaging”, SIGGRAPH (ACM Transactions on Graphics), 2014.

  3. K. Mitra, O. Cossairt and A. Veeraraghavan, “A Framework for Analysis of Computational Imaging Systems: Role of Signal Prior, Sensor Noise and Multiplexing”, IEEE Transactions on Pattern Analysis and Machine Learning (TPAMI), 2014.

  4. K. Mitra, A. Veeraraghavan, A. Sankaranarayanan and R. G. Baraniuk, “Towards Compressive Camera Networks”, IEEE Computer, May 2012.

  5. P. Vageeswaran, K. Mitra and R. Chellappa, “Blur and Illumination Robust Face Recognition via Set-Theoretic Characterization”, IEEE Transactions on Image Processing (TIP), 2013.

  6. K. Mitra, A. Veeraraghavan and R. Chellappa, “Analysis of Sparse Regularization Based Robust Regression Algorithms”, IEEE Trans. Signal Processing (TSP), 2013.

conferences

  1. K. Mitra, O. Cossairt and A. Veeraraghavan, “Can we Beat Hadamard Multiplexing? Data-driven Design and Analysis for Computational Imaging Systems”, IEEE International Conference on Computational Photography (ICCP), 2014.

  2. V. Boominathan, K. Mitra and A. Veeraraghavan, “Improving Resolution and Depth-of-Field of Light Field Cameras Using a Hybrid Imaging System”, IEEE International Conference on Computational Photography (ICCP), 2014.

  3. K. Mitra, O. Cossairt and A. Veeraraghavan, “To Denoise or Deblur: Parameter Optimization for Imaging Systems”, SPIE Electronic Imaging, 2014.

  4. O. Cossairt, A. Veeraraghavan, K. Mitra and M. Gupta, “Performance Bounds for Computational Imaging”, Imaging and Applied Optics Technical Papers, OSA, 2013.

  5. O. Cossairt, K. Mitra and A. Veeraraghavan, “Performance Limits for Computational Photography”, invited paper in International Workshop on Advanced Optical Imaging and Metrology, Springer, 2013.

  6. K. Mitra and A. Veeraraghavan, “Light Field Denoising, Light Field Superresolution and Stereo Camera Based Refocussing using a GMM Light Field Patch Prior”, CVPR Workshop on Computational Cameras and Displays, 2012.

  7. P. Thukral, K. Mitra and R. Chellappa, “A Hierarchical Approach For Human Age Estimation”, International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2012.

  8. K. Mitra, S. Sheorey, R. Chellappa, “Large-Scale Matrix Factorization with Missing Data under Additional Constraints”, Advances in Neural Information Processing Systems (NIPS), 2010.

  9. K. Mitra, A. Veeraraghavan and R. Chellappa, “Robust RVM Regression Using Sparse Outlier Model”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010.

  10. K. Mitra, A. Veeraraghavan and R. Chellappa, “Robust Regression Using Sparse Learning for High Dimensional Parameter Estimation Problem”, International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2010.

  11. K. Mitra and R. Chellappa, “A Scalable Projective Bundle Adjustment Algorithm using the L_{infty} Norm”, Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), 2008.

book chapters

  1. K. Mitra, P. Vageeswaran and R. Chellappa, “Recognition of Motion Blurred Faces”, Motion Deblurring: Algorithms and Systems, A. N. Rajagopalan and R. Chellappa (Editors), Cambridge University Press, 2014.

phd dissertation

  1. “Statistical Models and Optimization Algorithms for High-Dimensional Computer Vision Problems”, ECE department, University of Maryland College Park, 2011.