An Automated Segmentation Pipeline for Chronic Stroke Lesion with New Evaluation Metrics. NeuroImage.. Submitted.
Automatic segmentation of microscope cell images using a hybrid mean-shift algorithm incorporating graph cut and convexity analysis . The IEEE Transactions on Image Processing (TIP).. Submitted.
Geometric Re-Ranking via Topology Verification. IEEE Transactions on Image Processing.. Submitted.
Shift Invariant Sparse Template-Based Cell Image Segmentation. Journal of Bioinformatics and Computational Biology (JBCB).. Submitted.
Simulation Framework for Fluorescence Microscope Stack With 3D Cell Populations. The IEEE Transactions on Medical Imaging (T-MI).. Submitted.
Dynamic scene understanding by hierarchical motion pattern mining. IEEE Transactions on Intelligent Transportation Systems.. In Press.
Variational Bayesian Methods For Multimedia Problems. IEEE Transactions on Multimedia.. In Press.
Gene dynamics of Drosophila developing compound eye (In Prep). Proceedings of the National Academy of Sciences (PNAS).. 2015.
Automated Recovery of Compressedly Observed Sparse Signals From Smooth Background. IEEE Signal Processing Letters. 21:1012-1016.. 2014.
Automatic, Fast, Online Calibration Between Depth and Color Cameras. Journal of Visual Communication and Image Representation. :218-226.. 2014.
Bayesian Active Remote Sensing Image Classification. IEEE Transactions on Geoscience and Remote Sensing. 52:2186-2196.. 2014.
Combining Poisson Singular Integral and Total Variation prior models in Image Restoration. Signal Processing. 103:296-308.. 2014.
Construction of Incoherent Unit Norm Tight Frames with Application to Compressed Sensing. IEEE Trans. on Information Theory. 60:2319-2330.. 2014.
Application Aware Approach to Compression and Transmission of H.264 Encoded Video for Automated and Centralized Transportation Surveillance. IEEE Transactions on Intelligent Transportation Systems. 14:2002-2007.. 2013.
Bayesian Combination of Sparse and non Sparse Priors in Image Super Resolution. Digital Signal Processing. 23:530-541.. 2013.
Bayesian Simultaneous Sparse Approximation with Smooth Signals. IEEE Trans. Signal Processing. 61:5716-5729.. 2013.
Compressive Blind Image Deconvolution. IEEE Trans. Image Processing. 22:3994-4006.. 2013.
Compressive Video Sensing with Limited Measurements. Journal of Electronic Imaging. 22 (4):043003:1-8.. 2013.
An Efficient Method for the Determination of Image Correspondence in Airborne Applications Using Inertial Sensors. Journal of the Optical Society of America A. 30:102-111.. 2013.
Iterative Image Restoration Using Nonstationary Priors. Applied Optics. 52:D102-D110.. 2013.
Large Visual Repository Search with Hash Collision Design Optimization. IEEE Multimedia. 20:62-71.. 2013.
Luma-chroma Space Filter Design for Subpixel-based Monochrome Image Downsampling. IEEE Trans. Image Processing. 22:3818-3829.. 2013.
A novel visualization tool for art history and conservation: automated colorization of black and white archival photographs of works of art. Studies in Conservation.. 2013.
Space-variant Blur Deconvolution and Denoising in the Dual Exposure Problem. Information Fusion. 14:396-409.. 2013.
A Variational Approach for Sparse Component Estimation and Low-Rank Matrix Recovery. Journal of Communications. 8:600-611.. 2013.