no code implementations • 5 Feb 2024 • Jaerin Lee, JoonKyu Park, Sungyong Baik, Kyoung Mu Lee
Image restoration models are typically trained with a pixel-wise distance loss defined over the RGB color representation space, which is well known to be a source of blurry and unrealistic textures in the restored images.
1 code implementation • 5 Sep 2023 • JoonKyu Park, Daniel Sungho Jung, Gyeongsik Moon, Kyoung Mu Lee
Our two novel tokens are from a combination of separated two hand features; hence, it is much more robust to the distant token problem.
Ranked #1 on 3D Interacting Hand Pose Estimation on InterHand2.6M
1 code implementation • CVPR 2023 • Yeonguk Oh, JoonKyu Park, Jaeha Kim, Gyeongsik Moon, Kyoung Mu Lee
In addition to the new dataset, we propose BlurHandNet, a baseline network for accurate 3D hand mesh recovery from a blurry hand image.
no code implementations • ICCV 2023 • JoonKyu Park, Sanghyun Son, Kyoung Mu Lee
Recently, GAN has successfully contributed to making single-image super-resolution (SISR) methods produce more realistic images.
no code implementations • 30 Mar 2022 • JoonKyu Park, Seungjun Nah, Kyoung Mu Lee
When motion blur is strong, however, hidden states are hard to deliver proper information due to the displacement between different frames.
no code implementations • CVPR 2022 • JoonKyu Park, Yeonguk Oh, Gyeongsik Moon, Hongsuk Choi, Kyoung Mu Lee
However, we argue that occluded regions have strong correlations with hands so that they can provide highly beneficial information for complete 3D hand mesh estimation.
Ranked #5 on 3D Hand Pose Estimation on DexYCB
no code implementations • 12 Mar 2022 • JoonKyu Park, Seungjun Nah, Kyoung Mu Lee
State-of-the-art video deblurring methods often adopt recurrent neural networks to model the temporal dependency between the frames.
1 code implementation • CVPR 2022 • Hongsuk Choi, Gyeongsik Moon, JoonKyu Park, Kyoung Mu Lee
Second, we propose a joint-based regressor that distinguishes a target person's feature from others.
Ranked #10 on 3D Multi-Person Pose Estimation on MuPoTS-3D
2D Human Pose Estimation 3D Multi-Person Human Pose Estimation +1