Guan Pang

RESEARCH SCIENTIST | MENLO PARK, UNITED STATES

Guan leads the Rosetta OCR project, working to understand text in images and videos at scale, to identify inappropriate or harmful content and keep the community safe. He has also worked on 3D object detection with the Terragraph project. Guan developed a semantic segmentation module in the Map With AI project for country-scale satellite imagery road mapping in OpenStreetMap, and he co-organized the DeepGlobe challenge at CVPR 2018. He holds a Ph.D. from the University of Southern California, and an M.S. and B.Eng from Tsinghua University.

Research Areas

Guan's Publications

June 20, 2019

Improved Road Connectivity by Joint Learning of Orientation and Segmentation

Guan Pang, Anil Batra, Manohar Paluri, Saikat Basu, C V Jawahar, Suriya Singh

June 20, 2019

December 08, 2018

RESEARCH

COMPUTER VISION

From Satellite Imagery to Disaster Insights

Guan Pang, Saikat Basu, Jigar Doshi [first author]

December 08, 2018

September 04, 2018

RESEARCH

COMPUTER VISION

Self-supervised Feature Learning for Semantic Segmentation of Overhead Imagery

Anil Batra, Guan Pang, Manohar Paluri, Saikat Basu, Lorenzo Torresani, C.V. Jawahar, Suriya Singh

September 04, 2018

June 18, 2018

RESEARCH

COMPUTER VISION

DeepGlobe 2018: A Challenge to Parse the Earth through Satellite Images

Ilke Demir, Forest Hughes, Guan Pang, Jing Huang, Saikat Basu, David Lindenbaum, Devis Tuia, Krzysztof Koperski, Ramesh Raskar

June 18, 2018