Email : email@example.com
Phone : 9623731283
Address : CVPR Lab, IIT Ropar,India
Research Topic : Single Image Depth Estimation
Current Position : Research Scholar, CVPR Lab, EED
|B.Tech||MIT Aurangabad, Dr.BAMU University, Aurangabad, INDIA|
|M.Tech||SGGS IE&T Nanded, SRTM University, Nanded, INDIA|
|Ph.D||CVPR Lab, Department of Electrical Engineering, IIT Ropar, India.|
About Research Topic
Depth sensing is a fundamental application in autonomous navigation, localization, and mapping. The LiDARs and stereo depth sensor have their own restrictions such as light sensitiveness, power consumption and short-range. However, existing depth sensors offer many shortcomings, especially low effective spatial resolutions. Hence, Single image depth estimation is a very important task in order to attain enhanced resolution with existing hardware.
My Research Objectives are as follows :
- To design an end-to-end depth estimation network which could be able to estimate the depth from a single image without any prior information.
Introductory Video About Research Topic
|Conf||Praful Hambarde, Akshay Dudhane and Subrahmanyam Murala "Single Image Depth Estimation Using Deep Adversarial Training", in IEEE ICIP-2019, Taipei, Taiwan, 2019,. (pdf)|