BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning

1 code implementation • CVPR 2023 • Changdae Oh, Hyeji Hwang, Hee-young Lee, Yongtaek Lim, Geunyoung Jung, Jiyoung Jung, Hosik Choi, Kyungwoo Song

In this work, we propose black-box visual prompting (BlackVIP), which efficiently adapts the PTMs without knowledge about model architectures and parameters.

Transfer Learning Visual Prompting

Accurate Camera Calibration Robust to Defocus Using a Smartphone

no code implementations • ICCV 2015 • Hyowon Ha, Yunsu Bok, Kyungdon Joo, Jiyoung Jung, In So Kweon

We propose a novel camera calibration method for defocused images using a smartphone under the assumption that the defocus blur is modeled as a convolution of a sharp image with a Gaussian point spread function (PSF).

Camera Calibration

One-Day Outdoor Photometric Stereo via Skylight Estimation

no code implementations • CVPR 2015 • Jiyoung Jung, Joon-Young Lee, In So Kweon

We present an outdoor photometric stereo method using images captured in a single day.