• Jin-Soo Seo (Ph.D. 2005) : Kangnung National University, Professor
    Thesis: Robust Image Watermarking Based on Geometrically Invariant Regions
  • Sang-Gyun Kim (Ph.D. 2008) : Stanford, Research Scientist
    Thesis: Underdetermined Blind Source Separation by Latent Component Estimation

  • Sun-Il Lee (Ph.D. 2008) : Samsung Electronics
    Thesis: Robust Video Fingerprinting for Content-Based Video Identification

  • Min-Ho Jin (Ph.D. 2009) : Google
    Thesis: Quantum-inspired Hashing for Multimedia Identification

  • Dal-Won Jang (Ph.D. 2010) : KETI
    Thesis: Distance Metric Lerning for Content Identification

  • Seok-Hwan Jo (Ph.D. 2011) : SK Telecom T-Brain
    Thesis: Melody Extraction based on Dynamic Bayesian Network

  • Sung-Woong Kim (Ph.D. 2011) : Kakao Brain
    Thesis: Task-specific Image Partitioning based on Discriminative Higher-Order Correlation Clustering

  • Sung-Rak Yun (Ph.D. 2012) : Qualcomm
    Thesis: A Co-Classification Framework for Transfer Learning Using a Semi-Supervised Topic Model

  • Jinho Choi (Ph.D. 2015) : SmartEar
    Thesis: Underdetermined High-Resolution DOA Estimation: A 2pth-Order Source-Signal/Noise Subspace Constrained Optimization

  • Sanghyuk Park(Ph.D.2018) : Naver
    Thesis: Deep Spiral Convolutional Neural Network for Single Image Super-Resolution and Image Enhancement

  • Janghoon Cho(Ph.D.2018) : Qualcomm AI
    Thesis: Summarizing Distribution: Submodular Probability Density Cover

  • Jongmin Kim (Ph.D. 2019): Kakao Brain
    Thesis: Learning with Edge-labeling Graph: Applications to Image Segmentation and Few-shot Learning

  • Donghoon Lee (Ph.D. 2019)
    Thesis: Learning to Augment Influential Data

  • Hyunsin Park (Ph.D. 2019) : Qualcomm
    Thesis: Learnable Gammatone Filterbank and Energy Normalized Gated Convolutional Network for Environmental Sound Classification

  • Seung-Jae Lee (Ph.D. 2020) : ETRI
    Thesis: Study on Efficient Feature Extraction and Neural Architecture Engineering for Visual Search


  • Won-Il Lee (M.S. 2001) : Samsung Electronics
    Thesis: Tandemless Transcoding between AMR and EVRC speech coders

  • Seok-Hyun Yoon (M.S. 2002): Samsung Electronics
    Thesis: A Novel Speech Enhancement based on Speech/Noise-dominant Decision in Time-Frequency Domain

  • Jong-Wook Kim (M.S. 2002) : Pantech
    Thesis: Subspace Speech Enhancement Based on Selective Projection Method and Psychoacoustic Model

  • Soo-Young Woo (M.S. 2003) : Samsung Electronics
    Thesis: Robust Feature extraction using Lombard effect compensation filter

  • Gyu-Chul Jang (M.S. 2003) : 21st Century Patent & Law Firm
    Thesis: Improvements in speaker adaptation with weighted training

  • Dal-Won Jang (M.S. 2003) : Ph.D Candidate
    Thesis: A Novel Transcoding Algorithm for G.729A and SMV Speech Codecs via Direct Parameter Transformation

  • Sun-Il Lee (M.S. 2003) : Ph.D Candidate
    Thesis: Novel Tandemless Transcoding Algorithm for AMR and EVRC Speech Coders

  • Min-Ho Jin (M.S. 2004) : Ph.D Candidate
    Thesis: An Out-of Vocabulary Rejection Technique usign Anti-phoneme Model and On-line Garbage Model in Hidden Markov Model

  • Sung-Ho Seo (M.S. 2004) : Hanaro communications
    Thesis: A Transcoding Algorithm for G.723.1 and SMV Speech Coders via Direct Parameter Transformation

  • Jong-Kwan Lee (M.S. 2004) : Republic of Korea Army
    Thesis: A De-noising Method using Teager Energy Operator and Wiener Filter for Speech Recognizer

  • Seung-Jae Lee (M.S. 2005) : ETRI
    Thesis: A Secure SVD-Based Watermarking Method for Image Content Authentication

  • Chang-Sun Park (M.S. 2005): Hyundai Heavy Industries Corporation
    Thesis: Single Channel Subband Blind Source Separation Using Temporal Dependency of Speech via Viterbi Algorithm

  • So-Young Park (M.S. 2006) : Korea Electric Power Corporation
    Thesis: Analysis and Compensatiion of Korean Lombard Speech based on Phoneme Dependent Cepstral Characteristic and Pitch Information

  • Seok-Hwan Jo (M.S. 2006) : Ph.D Candidate

  • Jun-Sung Kim (M.S. 2006) : Patent Attorney
    Thesis: A Novel Crosstalk Cancellation for 3D Audio

  • Kyoung-Ran Mun (M.S. 2007) : Samsung Electronics
    Thesis: The Database Construction Method Using Region-conserving Hashing Function for the High-speed Search of the Audio Fingerprinting System

  • Sung-Woong Kim (M.S. 2007) : Ph.D Candidate

  • Jin-Ho Choi (M.S. 2008) : Deakin University, Professor
    Thesis: Time Delay Estimation Based on Pitch Harmonics Weight and Wiener Gain for Robust Speaker Localization

  • Do-Hyun Lee (M.S. 2009) : LG Electronics
    Thesis: Stereo Matching Based on Under- and Over-segmentation, and Occlusion Handling.

  • Yoon-Seob Kim (M.S. 2009) : Industrial Bank of Korea
    Thesis: Blockwised Active Source Number Estimation for Blind Source Separation

  • Jae-Wook Kim (M.S. 2010) : New Grid
    Thesis: HMM-Based Note Onset Detection of Natural Humming for Query by Humming Systems

  • Swastik Kayastha (M.S. 2010) : Samsung Electronics
    Thesis: Confident Component Detectors for Face Detection

  • Youn-Sung Park (M.S. 2010) : Samsung Electronics
    Thesis: Parametric Emotional Singing Voice Synthesis

  • Jong-Min Kim (M.S. 2010) : Ph.D Candidate

  • Dong-Hoon Lee (M.S. 2010) : Ph.D Candidate
    Thesis: Face Clustering via Penalized Ncut

  • Si-Hyun Joo (M.S. 2011) : Hyundai Motors
    Thesis: Melody Extraction based on MMSE of Harmonic Coded Structure

  • Seung-Ryul Baek (M.S. 2011) : PhD Candidate at Imperial College London
    Thesis: Learning a discriminative histogram representation for histogram intersection kernel (HIK)

  • Janghoon Cho (M.S. 2011) : Ph.D candidate
    Thesis: Underdetermined convolutive blind source separation based on a three-stage approach

  • Tae-Sup Kim (M.S. 2011): PhD Candidate at Montreal University
    Thesis: Music analysis via a nonparametric baysian model: discovering latent musical hierarchical structure based on musical components and sub genres

  • Jun-young Chung (M.S. 2012) : Deepmind
    Thesis: Sparsity sharing Embedding for Face Verification

  • Sang-Hun Park (M.S. 2012)
    Thesis: Melody Extraction using Melody Pitch/Non-melody Pitch Classification

  • Ju-Wan Lee (M.S. 2012) : LG Electronics
    Thesis: Generative Model for Music Similarity

  • Young-Joo Seo (M.S. 2013) : EPFL
    Thesis: Occlusion boundary detection and Figure/ground assignment based on correlation clustering algorithm in a single image

  • Young-Ook Song (M.S. 2013) : Hynix 
    Thesis: Joint estimation of Pose and Facial Landmark using boosted parallel random ferns 

  • Jaesik Yoon (M.S. 2014) : SAP
    Thesis: A tree-structured discriminative dictionary learning for classification 

  • Jungkyu Kang (M.S. 2014) : ETRI 
    Thesis: Mutual Incoherence Discriminative dictionary learning for Non-negative sparse representation in classification 

  • Hoyong Jang (M.S. 2014) : Samsung Electronics 
    Thesis: Large margin and dropout learning of sum-product networks 

  • Yu-Na Seo (M.S. 2014) : LG Electronics 
    Thesis:  Salient object detection using bipartite dictionary 

  • Yongcheon Na (M.S. 2015) : Hyundai Motor
    Thesis: Maximum Margin Learning with sub-SPNs for Cell Classification 

  • Tae-Ho Kim (M.S. 2015) : KAIST KIAI
    Thesis: Automatic Speech Recognition using Semi-Markov Model and Deep Neural Network 

  • Changhoon Lee (M.S. 2015) : Professional Diving Instructor
    Thesis: Segment-wise Online Learning based on Greedy Algorithm For Real-time Multi-target Tracking 

  • Mingoo Song (M.S. 2016) : KAIST KI
    Thesis: Multimodal Representation: Kneser-Ney Smoothing/Skip-gram based Neural Language Model

  • Sunghun Kang (M.S. 2016) : Ph.D Candidate
    Thesis: A Study on Audiovisual Deep Features for Video Categorization 

  • Junyeong Kim (M.S. 2017) : Ph.D Candidate
    Thesis: Partial Person Re-identification with Convolutional Neural Network and Attention model 

  • Hyeongwoo Park (M.S. 2017) : Ph.D Candidate
    Thesis: Super-resolution using texture guidance deep neural network

  • Sanghyuk Lee (M.S. 2017) : PUBG Corp.
    Thesis: Classification of Neurological Diseases by Single Nucleotide Polymorphism using Position-wise Histogram Comparison and Deep Neural Network

  • Ohchul Kwon (M.S.2018)
    Thesis: Deep Bi-Directional LSTM Attention via Multi Order Difference Feature for Action recognition

  • Pan Fei (M.S.2018): Ph.D candidate of Robotics and Computer Vision lab.
    Thesis: Deep Recursive Segmentation Networks

  • Minsu Kim (M.S.2018) : NCsoft
    Thesis: Where is your Player : Deep Pixel-wise visual localization on Baseball Game Data via text-phrase

  • Hyojung Han (M.S.2018) : Samsung Electronics
    Thesis: Associative Scene Semantic Segmentation

  • Hyunwoo Nam (M.S.2018): Samsung Electronics
    Thesis: Network Fusion based Video Summarization using Visual-semantic Features

  • Kangmin Bae (M.S.2019): ETRI
    Thesis: ImaGAN : unsupervised training of conditional joint CycleGAN for transferring style with core structures in content preserved

  • Jaewon Lee (M.S.2019): Samsung Electronics
    Thesis: Active learning using blending query strategy with multi-armed bandit on imbalanced data classification

  • Minuk Ma (M.S.2020): Lunit
    Thesis: Moment Proposal Network for Multi-modal Video Question Answering

  • Minjeong Ju (M.S.2020): SK T-Brain
    Thesis: GAPNet: Generic-Attribute-Pose Network for Fine-Grained Visual Categorization using Multi-Attribute Attention Module

  • Hyunjun Jang (M.S.2020): Lunit
    Thesis: RankNet for Accurate Object Detection with Ranking Bounding Boxes

  • Nguyen Van Cao (M.S.2020): 
    Thesis: Scene Graph Generation with Attended Predicate Prediction

Research Professor

  • Yong-Kyu Park (Research Professor, 2002.1.1~2003.6.30) 

  • Sun-Hee Kim (Research Professor, 2004.9.1~2005.8.31)
    -SNU, Professor, French Education Dept.