Statistical Learning for Signal Processing Lab. (SLSP)
(formally Multimedia Processing Lab.) was established under the guidance of Professor Yoo Changdong in 1999, the year he arrived at KAIST. Using various machine learningtheories and novel signal processing techniques, signals such as image, text, speech, audio, video, EEG and financial data are processed for longstanding and emerging applications.
A Ph.D candidate; Sanghyuk Park was given the Best Paper Award at IEEK Summer Conference 2013.
Recently Accepted Papers
Jinho Choi and Chang D. Yoo, “Underdetermined High-Resolution DOA Estimation: A 2pth-Order Source-Signal/Noise Subspace Constrained Optimization ”, accepted for publication in IEEE Transactions on Signal Processing.
Youngjoo Seo, Jongmin Kim, Hoyong Jang, Taeho Kim, Chang D. Yoo, "Joint Learning of Foreground Region Labeling and Depth Ordering" in International Conference on Acoustics, Speech, and Signal Processing, Florence, Italy.
Sungwoong Kim, Chang D. Yoo, Sebastian Nowozin, Pushmeet Kohli, "Image Segmentation Using Higher-Order Correlation Clustering," accepted in IEEE Transactions on Pattern Analysis and Machine Intelligence