Fully Quantized Always-on Face Detector Considering Mobile Image Sensors

no code implementations • 2 Nov 2023 • Haechang Lee, Wongi Jeong, Dongil Ryu, Hyunwoo Je, Albert No, Kijeong Kim, Se Young Chun

In this study, we aim to bridge the gap by exploring extremely low-bit lightweight face detectors, focusing on the always-on face detection scenario for mobile image sensor applications.

Face Detection

Efficient Unified Demosaicing for Bayer and Non-Bayer Patterned Image Sensors

no code implementations • ICCV 2023 • Haechang Lee, Dongwon Park, Wongi Jeong, Kijeong Kim, Hyunwoo Je, Dongil Ryu, Se Young Chun

Our KLAP and KLAP-M methods achieved state-of-the-art demosaicing performance in both synthetic and real RAW data of Bayer and non-Bayer CFAs.

Demosaicking Meta-Learning