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Faculty of Engineering

Dibyendu Mukherjee

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University of Windsor
401 Sunset Avenue
Windsor, Ontario, N9B 3P4, Canada

519-253-3000 ext. 5977
mukherjd@uwindsor.ca

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Dibyendu Mukherjee received his Bachelors Degree in Electronics and Telecommunications Engineering from Bengal Engineering and Science University, India in 2006. From 2006 to 2008, he worked as a consultant in PricewaterhouseCoopers Pvt. Ltd. He has completed his M.A.Sc degree from University of Windsor, Canada in the department of Electrical and Computer Engineering. He is currently pursuing his PhD from the same department.

Research Interests

  • Image and Video Segmentation
  • Stereo Correspondence Analysis
  • 3D Reconstruction
  • Robot Localization and Tracking

Publications

  1. 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," accepted in IEEE Transactions on Industrial Informatics, 2013.
  2. Mukherjee, D.; Wu, Q.M.J.; Nguyen, T.M., "Multiresolution Based Gaussian Mixture Model for Background Suppression," IEEE Transactions on Image Processing, 22(12), pp. 5022 – 5035, 2013.
  3. 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.
  4. 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.
  5. Mukherjee, D; Wang, G.; Wu, Q.M.J., "Stereo Correspondence Based on Curvelet Decomposition, Support Weights and Disparity Calibration". SPIE Journal of Optical Engineering, 49(04), 2010.
  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, Paris, France.
  2. Mukherjee, D; Saha, A.; Wu, Q. M. J.; Jiang, W., "Dual Gaussian Mixture Model with Pixel History for Background Suppression" accepted in  IEEE International Conference on Systems, Man and Cybernetics, 2014, San Diego, USA.
  3. Mukherjee, D; Saha, A.; Wu, Q. M. J.; Jiang, W., "Multimodal 3D Histogram for Moving Object Detection" accepted in  IEEE International Conference on Systems, Man and Cybernetics, 2014, San Diego, USA.
  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.