NYC, NY

Md. Alimoor Reza

Email: mreza AT masonlive DOT gmu DOT edu

I am a PhD candidate in the Department of Computer Science at George Mason University. My advisor is Prof. Jana Kosecka. My research focus lies in areas of Computer Vision, Machine Learning, and Robotics. Particularly, I am interested in the understanding of the semantic and geometric structure of a scene by utilizing the depth (e.g., Kinect sensor) and image data.

Prior to joining George Mason University, I have completed my MS in Computer Science from the Drexel University, Philadelphia, PA in 2011.


Recent updates

Publications

  1. Georgios Georgakis, Md. Alimoor Reza, Arsalan Mousavian, P. Le and Jana Kosecka.
    Multiview RGB-D Dataset for Object Instance Detection.
    International Conference on 3D Vision (3DV 2016) [pdf]
  2. Georgios Georgakis, Md. Alimoor Reza and Jana Kosecka.
    RGB-D Multi-View Object Detection with Object Proposals and Shape Context.
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2016) [pdf]
  3. Md. Alimoor Reza and Jana Kosecka.
    Reinforcement Learning for Semantic Segmentation in Indoor Scenes.
    Geometry and Beyond - Representations, Physics, and Scene Understanding for Robotics in conjunction with RSS 2016 [pdf] [arXiv (old version)] [poster]
  4. Mark Zarella, David Breen, Md. Alimoor Reza, Aladin Milutinuvic and Fernando Garcia.
    Lymph Node Metastasis Status in Breast Carcinoma can be Predicted via Image Analysis of Tumor Histology.
    Journal-Analytical and Quantitative Cytology and Histopathology (Vol-37, Num-5, October, 2015). [pdf]
  5. Md. Alimoor Reza and Jana Kosecka.
    Semantic Segmentation in Indoor Scenes from Supervised Object-Background Hypotheses.
    SUNw: Scene Understanding Workshop in conjunction with CVPR 2015 [pdf]
  6. Md. Alimoor Reza and Jana Kosecka.
    Object Recognition and Segmentation in Indoor Scenes from RGB-D Images.
    RGB-D: Advanced Reasoning with Depth Cameras in conjunction with RSS 2014 [pdf] [talk] [poster]
  7. M.A. Reza, S.D. Mhatre, J.C. Morrison, S. Utreja, A.J. Saunders, D.E. Breen and D.R. Marenda.
    Automated Analysis of Courtship Suppression Learning and Memory in Drosophila Melanogaster.
    Fly 2013 (Vol-7, Issue-2) [pdf]
  8. Md. Alimoor Reza, Jeffrey Marker, Siddhita Mhatre, Aleister Saunders, Daniel Marenda, David E. Breen.
    Video Analysis Algorithms for Automated Categorization of Fly Behaviors.
    8th International Symposium on Visual Computing (ISVC 2012) [pdf][video]
  9. Md. Alimoor Reza.
    Automated Categorization of Drosophila Learning and Memory Behaviors using Video Analysis.
    MS-Thesis, Drexel University, Philadelphia, PA, 2011. [pdf][presentation]
  10. D. E. Breen, M. A. Reza, B. Hu, A. Milutinuvic, F. U. Garcia, R. Polikar.
    Pedicting Lymph Node Metastasis Status Via Image Analysis of Primary Breast Tumor Histology.
    Pathology Informatics 2011. (E-poster session honorable mention award). [pdf]
  11. Rest of the list.

Degree Progress

  1. Course Work: Completed
  2. Qualification Exam: Passed
  3. Comprehensive Exam: Passed
  4. Dissertation Proposal: Passed
  5. Dissertation Defense: Fall-2017 (Expected)

Advanced Courses Taken (partial)

Personal