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.



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


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


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


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


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


Relevant Coursework: