Publications

Book Chapter:

• 1. Mukherjee, D.; Saha, A.; Wu, Q.M.J., "Detection of Abandoned Objects using Gaussian Mixture Model based Background Suppression," in Surveillance Systems and National Security of the 21st Century: New Developments, Nova Publications.

Journals:

• 1. Li, G.; Mukherjee, D.; Navarro, I.; Ashpole, N. E.; Sherwood, J. M.; Chang, J.; Overby, D. R.; Yuan, F.; Gonzalez, P.; Kopczynski, C. C.; Farsiu, F.; Stamer, W. D., "Visualization of conventional outflow tissue responses to netarsudil in living mouse eyes", European Journal of Pharmacology, 787, pp. 20-31, 2016.

  2. Mukherjee, D.; Wu, Q.M.J.; Wang, G., "A comparative experimental study of image feature detectors and descriptors," Machine Vision and Applications, 26(4), pp. 443-466, 2015.

  3. Mukherjee, D.; Wu, Q.M.J.; Nguyen, T.M., "Gaussian Mixture Model with Advanced Distance Measure based on Support Weights and Histogram of Gradients for Background Suppression," IEEE Transactions on Industrial Informatics, 10(2), pp. 1086-1096, 2014.

  4. Mukherjee, D.; Wu, Q. M.; Nguyen, T.M., "Multiresolution Based Gaussian Mixture Model for Background Suppression," IEEE Transactions on Image Processing, 22(12), pp. 5022 – 5035, 2013.

  5. Nguyen, T.; Wu, Q.M.J.; Mukherjee, D.; Zhang, H., "A finite mixture model for detail-preserving image segmentation", Elsevier Signal Processing, 93(11), pp. 3171 – 3181, 2013.

  6. Nguyen, T.; Wu, Q.M.J.; Mukherjee, D.; Zhang, H., "A Bayesian Bounded Asymmetric Mixture Model with Segmentation Application," IEEE Journal of Biomedical and Health Informatics, PP(99), pp.1,11, 2013.

  7. Mukherjee, D.; Wang, G.; Wu, Q. M., "Stereo Correspondence Based on Curvelet Decomposition, Support Weights and Disparity Calibration".SPIE Journal of Optical Engineering, 49(04), 2010.

Conferences:

• 1. Mukherjee, D.; Wu, Q.M.J.; “Streaming Spatio-Temporal Video Segmentation using Gaussian Mixture Model,” accepted in IEEE International Conference on Image Processing (ICIP), 2014.

  2. Mukherjee, D.; Saha, A.; Wu, Q.M.J.; “Multimodal 3D Histogram for Moving Object Detection,” accepted in IEEE International Conference on Systems, Man and Cybernetics (SMC), 2014.

  3. Mukherjee, D.; Saha, A.; Wu, Q.M.J.; “Dual Gaussian Mixture Model with Pixel History for Background Suppression,” accepted in IEEE International Conference on Systems, Man and Cybernetics (SMC), 2014.

  4. Nguyen, T. M.; Wu, Q.M.J.; Mukherjee, D.; Zhang, Hui, "Bounded asymmetric mixture model for medical image segmentation," Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), vol., no., pp. 1031 – 1035, 2013, Vancouver, Canada.

  5. Nguyen, T. M.; Wu, Q.M.J.; Mukherjee, D.; Zhang, Hui, "A detail-preserving mixture model for image segmentation," Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), vol., no., pp. 1468 – 1472, 2013, Vancouver, Canada.

  6. Mukherjee, D.; Wu, Q.M.J.; Nguyen, T. M., "Bilateral Filter based Mixture Model for Image Segmentation," Proceedings of IEEE International Conference on Image Processing (ICIP), pp. 281 – 284, 2012, Orlando, USA.

  7. Mukherjee, D.; Saha, A; Wu, Q.M.J., "Multiresolution based Sigma-Delta for Motion Segmentation," Proceedings of IEEE Intelligent Transportation Systems Conference (ITSC), pp. 313 – 318, 2012, Anchorage, USA.

  8. Mukherjee, D.; Wu, Q.M.J., "Motion Segmentation Based on 3D Histogram and Temporal Mode Selection," Proceedings of IEEE International Conference on Multimedia and Expo Workshops (ICMEW), pp. 483 - 488, 2012, Melbourne, Australia.

  9. Mukherjee, D.; Wu, Q.M.J., "Real-time Video Segmentation Using Student's-t Mixture Model", Procedia Computer Science, 10, 153 – 160, 2012.

  10. Mukherjee, D.; Wang, G.; Wu, Q.M.J., "Stereo Matching Algorithm based on Curvelet Decomposition and Modified Support Weights". Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 758 – 761, 2010, Dallas, USA.

  11. Mukherjee, D.; Bhatnagar, G.; Wu, Q.M.J., "Performance Evaluation of Multiresolution Methods in Disparity Estimation". Proceedings of International Conference on Image and Signal Processing (ICISP), pp. 496 – 504, 2010, Quebec, Canada.

  12. Mukherjee, D.; Saha, A.; Mendapara, P.; Wu, D.; Wu, Q.M.J., "A Cost Effective Probabilistic Approach to Localization and Mapping". Proceedings of IEEE Conference on Electro/Information Technology (EIT), pp. 359 – 366, 2009, Windsor, Canada.

Abstracts:

• 1. Mukherjee, D.; Li, G.; Stamer, W. D.; Farsiu, S., "Segmentation and analysis software for mapping aqueous humor outflow pattern in living mice". Association for Research in Vision and Ophthalmology (ARVO) Annual Meeting, 2016, Seattle, Washington, USA.

  2. Li, G.; Mukherjee, D.; Navarro, I.; Farsiu, F.; Gonzalez, P.; Kopczynski, C. C.; Stamer, W. D., "Real-time Visualization of AR-13324 Effects on Schlemm’s Canal and Scleral Vessels in Living Mice". Association for Research in Vision and Ophthalmology (ARVO) Annual Meeting, 2016, Seattle, Washington, USA.

1. Lad, E.M.; Mukherjee, D.; Vann, R. R.; Clemons, T. E.; Chew, E. Y.; Jaffe, G. J.; Farsiu, S., "Novel software to assess correlation between MAIA microperimetry and OCT imaging of ellipsoid zone in type 2 idiopathic macular telangiectasia". Association for Research in Vision and Ophthalmology (ARVO) Annual Meeting, 2016, Seattle, Washington, USA.

2. Allingham, M. J.; Mukherjee, D.; Lally, E.; Rabbani, H.; Mettu, P. S.; Cousins, S. W.; Farsiu, S., "Differential effects of anti-VEGF treatment on diffuse and focal leakage in patients with diabetic macular edema". Association for Research in Vision and Ophthalmology (ARVO) Annual Meeting, 2016, Seattle, Washington, USA.

3. Ashpole, N. E.; Mukherjee, D.; Li, G.; Sherwood, J. M.; Maccarini, P.; Ethier, C. R.; Overby, D. R.; Farsiu, S.; Stamer, W. D., "IOP-induced Changes in Schlemm’s Canal Dimensions and the Relation to Shear Stress". Association for Research in Vision and Ophthalmology (ARVO) Annual Meeting, 2016, Seattle, Washington, USA.

4. Whitson, H.; Farsiu, S.; Stinnett, S.; Kwark, L.; Potter, G.; Burke, J.; Cousins, S.; Mukherjee, D.; Lad, E., "Retinal Biomarkers of Alzheimer’s Disease". Association for Research in Vision and Ophthalmology (ARVO) Annual Meeting, 2016, Seattle, Washington, USA.

   1. Lezama, J.; Mukherjee, D.; McNabb, R. P.; Sapiro, G.; Izatt, J. A.; Farsiu, S.; Kuo, A. N., " Registration of orthogonally oriented wide-field of view OCT volumes using orientation-aware optical flow and retina segmentation ". SPIE Photonics West 2016, San Francisco, California, USA.

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