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.
Doctoral candidate Jinho Choi successfully finished his dissertation defense in the recent presentation, held on the 11th, before the committee.
His thesis was "Under...
Recently Accepted Papers
Donghoon Lee, Hyunsin Park, and Chang D. Yoo, "Facial Landmark Estimation using Cascade Gaussian Process Regression Trees", in Proceedings of International Conference on Computer Vision and Pattern Recognition, Boston, USA, 2015.
Janghoon Cho and Chang D. Yoo, "Underdetermined Convolutive BSS : Bayes Risk Minimization Based on a Mixture of Super-Gaussian Posterior Approximation", accepted for publication in IEEE Transactions on Audio, Speech and Language Processing, 2015.
Chulhee Yun, Donghoon Lee, and Chang D. Yoo, "Face Detection using Local Hybrid Patterns," in Proceedings of International Conference on Acoustics, Speech and Signal Processing, Brisbane, Australia, 2015.
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, 2015.