1 code implementation • BMVC 2022 • Soo Min Kang, Youngchan Song, Hanul Shin, Tammy Lee
The goal of image restoration is to recover a high-quality image from its degraded input.
Ranked #3 on Color Image Denoising on Urban100 sigma25
no code implementations • IEEE International Conference on Image Processing (ICIP) 2021 • Jaehwan Kim, Soo Min Kang, Kwang Pyo Choi, Youngo Park, Chaeeun Lee, JongSeok Lee
In this paper, an unsupervised image downscaler that preserves the high frequency content of the original image based on an autoencoder is presented.
no code implementations • 26 May 2021 • Soo Min Kang, Richard P. Wildes
An algorithm is developed to measure the presence of these traits in tracked objects to determine if they correspond to a biological entity in locomotion.
1 code implementation • 21 Oct 2016 • Soo Min Kang, Richard P. Wildes
In this report, a thorough review of various action recognition and detection algorithms in computer vision is provided by analyzing the two-step process of a typical action recognition and detection algorithm: (i) extraction and encoding of features, and (ii) classifying features into action classes.
no code implementations • SPIE Medical Imaging 2013 • Soo Min Kang, Justin W. L. Wan
We illustrate the effectiveness of the method by presenting the segmentation results of C2C12 (muscle) cells in bright-field images.