Arsalan Mousavian

Address:

Department of Computer Science
George Mason University
4400 University Dr
Fairfax, Virginia, USA

Email:

amousavi AT gmu DOT edu


Sep 2004 - March 2010	Sep 2010 - June 2013	June 2015 - Aug 2015	June 2016 - Aug 2016	Aug 2013 - Now

I am a PhD student at Computer Science department of George Mason University. I work under supervision of Jana Kosecka. My research interests are computer vision, deep learning, and robotics. My research is on the intersection of deep learning and geometry. In my research, I explore the role of geometry in different problems such as semantic segmentation, image based localization, and so on. I have done internship in StreetSmart team of Google inc and in perception team of Zoox inc where I worked with great team of researchers and engineers solving real computer vision problems for autonomous driving.

News:

April 2017: Our paper got accepted to RSS 2017 conference.
February 2017: Our paper got accepted to CVPR 2017 conference.
September 2016: Two papers got accepted in 3DV 2016 conference.
March 2016: Second place in Computer Science PhD Symposium of George Mason University.

Publications:

		Synthesizing Training Data for Object Detection in Indoor Scenes Georgios Georgakis, Arsalan Mousavian, Alexander C. Berg, Jana Kosecka Robotics: Science and Systems Conference (RSS), Cambridge MA, 2017 [Paper]

		3D Bounding Box Estimation Using Deep Learning and Geometry Arsalan Mousavian, Dragomir Anguelov, John Flynn, Jana Kosecka IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu HI, 2017 [Paper] [Supplementary Material] [Media Coverage] Estimated 3D Boxes on the split of 3DVP: [Download Link]

		Joint Semantic Segmentation and Depth Estimation with Deep Convolutional Networks Arsalan Mousavian, Hamed Pirsiavash, Jana Kosecka International Conference on 3DVision(3DV), Stanford CA, 2016 [Paper]

		Multiview RGB-D Dataset for Object Instance Detection Georgios Georgakis, Md Alimoor Reza, Arsalan Mousavian, Phi-Hung Le, Jana Kosecka International Conference on 3DVision(3DV), Stanford CA, 2016 [Paper] [Dataset Link]

		Semantic Image Based Geolocation Given a Map Arsalan Mousavian, Jana Kosecka arXiv 2016 [Paper]

		Deep Convolutional Features for Image Based Retrieval and Scene Categorization Arsalan Mousavian, Jana Kosecka arXiv 2015 [Paper]

		Semantically Guided Location Recognition for Outdoors Scenes Arsalan Mousavian, Jana Kosecka, Jyh-Ming Lien. International Conference on Automation and Robotics (ICRA), Seattle WA, 2015 [Paper]

		Semantically Aware Bag-of-words for Localization Arsalan Mousavian, Jana Kosecka. Computer Vision and Pattern Recognition 2015 workshop on Semantic for Visual Reconstruction, Localization, and Mapping (CVPRW), Boston, MA, 2015 [Paper]

Relevant Coursework:

CSI 747- Nonlinear Optimization, A
CS 685- Autonomous Robotics, A
CS 689- Planning Motions of Robots, A+
CS 600- Theory of Computation, A
CS 583- Analysis of Algorithms I, A
UT- Computer Vision, A+
UT- Pattern Recognition, A
UT- Machine Learning, A
UT- Advanced Robotics, A+
UT- Social Network Analysis, A