Professional Summary
Jeff XING is a Senior Computer Vision Algorithm Engineer. His work focuses on ISP/AIISP, 3D Vision (depth sensing, calibration, and reconstruction), 3A technolgy, vLLMs. His works covers vision part in many products in consumer electronic devices, autonomous, AMR.
Education
Master of Computing
2019-01-01
2020-01-01
National University of Singapore
Bachelor of Engineering (Electrical Engineering)
2012-09-01
2016-06-01
Beihang University
Interests
ISP / AIISP
Photography technology
3D Vision (Sensing/Reconstruction/Understanding/Generation)
vLLMs
📚 My work interests
My current works and interest focus on:
- How vision improve AI?
- World sensing, understanding, regeneration
- 3D simulation for AMR
- Machine vision
- How AI change ISP?
- AIISP architect
- AI involved ISP workflow (pipe/calibration/tuning/IQ) Let’s enable AI to sense and understand the world by vision better! 😃
Publications & Patents
(2023).
Adaptive technology for reducing 3a algorithm computation complexity.
US Patent, no.20230351549A1.
(2020).
Building Extraction from Google Earth Images.
iiWAS2019 - Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services.
(2019).
Hydrological process surrogate modelling and simulation with neural networks.
PAKDD 2020 - Advances in Knowledge Discovery and Data Mining.
(2019).
Microbiological Water Quality Test Results Extraction from Mobile Photographs.
iiWAS2019 - Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services.
(2017).
Temporal-Spatial Request Aggregation for Cache-Enabled Wireless Multicasting Networks.
GLOBECOM 2017 - 2017 IEEE Global Communications Conference.