1 code implementation • 24 Oct 2024 • Dong-Guw Lee, Jeongyun Kim, Younggun Cho, Ayoung Kim
Thermal Infrared (TIR) imaging provides robust perception for navigating in challenging outdoor environments but faces issues with poor texture and low image contrast due to its 14/16-bit format.
no code implementations • 27 Nov 2023 • Jung-Hoon Cho, Sirui Li, Jeongyun Kim, Cathy Wu
We introduce Temporal Transfer Learning (TTL) algorithms to select source tasks for zero-shot transfer, systematically leveraging the temporal structure to solve the full range of tasks.
no code implementations • 11 Jul 2023 • Jeongyun Kim, Myung-Hwan Jeon, Sangwoo Jung, Wooseong Yang, Minwoo Jung, Jaeho Shin, Ayoung Kim
Transparent objects are encountered frequently in our daily lives, yet recognizing them poses challenges for conventional vision sensors due to their unique material properties, not being well perceived from RGB or depth cameras.
no code implementations • 2 Nov 2022 • Myung-Hwan Jeon, Jeongyun Kim, Jee-Hwan Ryu, Ayoung Kim
Tackling these limitations, we present an ambiguity-aware 6D object pose estimation network, PrimA6D++, as a generic uncertainty prediction method.