SELECTED PUBLICATIONS

• Jen-Hao Chang, Chun-Liang Chi, Barnabas Poczos, B.V.K. Vijaya Kumar and Aswin Sankaranarayanan, "One Network to Solve Them All- Solving Linear Inverse Problems using Deep Projection Models," Intl. Conference on Computer Vision (ICCV, oral presentation), October 2017.
• A. Fox, B.V.K. Vijaya Kumar, J. Chen, F. Bai, "Multi-lane pothole detection from crowdsourced under-sampled vehicle sensor data," IEEE Trans. on Mobile Computing, DOI 10.1109/TMC.2017.2690995, 2017.
• H. Murakami and B.V.K. Vijaya Kumar, "Efficient calculation of primary images from a set of images,” IEEE Trans. Patt. Ana. Mach. Intell., vol. 4, 511-15, 1982.
• A. Mahalanobis, B.V.K. Vijaya Kumar and D. Casasent, "Minimum average correlation energy filters,” Applied Optics, vol. 26, 3633-3640, 1987
• B.V.K. Vijaya Kumar, "Tutorial survey of composite filter designs for optical correlators,” Applied Optics, vol. 31, 4773-4801, 1992.
• B.V.K. Vijaya Kumar, A. Mahalanobis and A. Takessian, “Optimal tradeoff circular harmonic function (OTCHF) correlation filter methods providing controlled in-plane rotation response," IEEE Trans. Image Processing, vol. 9, 1025-1034, 2000.
• B.V.K. Vijaya Kumar, M. Savvides, K. Venkataramani, C. Xie, J. Thornton and A. Mahalanobis “Biometric verification using advanced correlation filters,” Applied Optics, vol. 43, 391-402, 2004.
• L. Sun, H. Song, B.V.K. Vijaya Kumar and Z. Keirn, “Field-programmable gate-array based investigation of the error floor of low-density parity check codes for magnetic recording channels,” IEEE Trans. Magnetics, vol. 41, 2983-85, 2005.
• B.V.K. Vijaya Kumar, M. Savvides and C. Xie, “Correlation pattern recognition for face recognition,” Proc. IEEE, vol. 94, 1963-1976, 2006.
• J. Thornton, M. Savvides and B.V.K. Vijaya Kumar, “A unified Bayesian approach to deformed pattern matching of iris images,” IEEE Trans. Patt. Anal. Mach. Intell., vol. 29, 596-606, 2007.
• R. Kerekes and B.V.K. Vijaya Kumar, “Enhanced video-based target detection using correlation filters,” IEEE Trans. Aerospace Electronic Systems, vol. 45, 289-307, January 2009.
• X. Hu, B.V.K. Vijaya Kumar, and R. Barndt, “Error floor estimation of long LDPC codes on magnetic recording channels,” IEEE Trans. Magnetics, vol. 46, 1836-1839, 2010.
• E. Hwang, R. Negi and B.V.K. Vijaya Kumar, “Signal processing for near 10 Tbit/in2 density in two dimensional magnetic recording (TDMR),” IEEE Trans. Magnetics, vol. 46, 1813-1816, 2010.
• Joseph A. Fernandez, Kevin Borries, B.V.K. Vijaya Kumar, Dan Stancil and Fan Bai, “Performance of the 802.11p Physical Layer in Vehicle-to-Vehicle Environments,” IEEE Trans. on Vehicular Technology, vol. 61, 3-14, 2012.
• Yibin Ng, B. V. K. Vijaya Kumar, Kui Cai, Rathnakumar Radhakrishnan and Tow Chong Chong, “Bi-directional Pattern-Dependent Noise Prediction for Heat-Assisted Magnetic Recording with High Jitter Noise,” IEEE Trans. on Magnetics, vol. 48, 1819-1825, May 2012.
• Can Ye, B.V.K. Vijaya Kumar, and Miguel Tavares Coimbra, “Heartbeat Classification using Morphological and Dynamic Features of ECG Signals,” IEEE Trans. Biomedical Engineering, vol. 59, 2930-2941, 2012.
• A. Rodriguez, V.N. Boddeti, B.V.K. Vijaya Kumar and A. Mahalanobis, “Maximum Margin Correlation Filter: A New Approach for Simultaneous Localization and Classification,” IEEE Trans. Image Processing, vol. 22, 631-643, 2013.
• Vishnu Naresh Boddeti and B.V.K. Vijaya Kumar, “A Framework for Binding and Retrieving Class-Specific Information to and from Image Patterns using Correlation Filters,” IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 35, 2064- 2077, 2013.
• Zheng Li, Fan Bai, Joseph Fernandez and V. Bhagavatula, "Tentpoles Scheme: a data-aided channel estimation mechanism for achieving reliable vehicle-to-vehicle communications," IEEE Trans. Wireless Communications, 2015
• Joseph A. Fernandez, V.N. Boddeti, A. Rodriguez and B.V.K. Vijaya Kumar, "Zero-aliasing correlation filters for object recognition," IEEE Trans. Pattern Analysis and Machine Intelligence, 2015.

For a complete list of references to Prof. Kumar's work, see his Google Citations page.