Susceptibility effect-enhanced functional MR imaging using tailored RF gradient echo (TRFGE) sequence. - Zang-Hee Cho; Yong Man Ro; Soon-Cheol Chung (Int. J. Imaging Syst. Technol., 1995)

Adaptive coding using matching pursuit in MRI. - Yong Man Ro; J. Y. Chung (Image Processing, 1998)

Texture Featuring and Indexing Using Matching Pursuit in Radon Space. - Yong Man Ro; Kiwon Yoo (ICIP (2), 1999)

Progressive multiresolution reconstruction in MRI. - Yong Man Ro (Image Processing, 1999)

Hierarchical Block Matching Algorithm in MRME. - Jinhwan Lee; Yong Man Ro (ICIP, 2000)

Texture Descriptors in MPEG-7. - Peng Wu; Yong Man Ro; Chee Sun Won; Yanglim Choi (CAIP, 2001)

Novel watermark embedding technique based on human visual system. - Yong Ju Jung; Ho Kyung Kang; Yong Man Ro (Security and Watermarking of Multimedia Contents, 2001)

Content-based watermarking technique using MPEG-7 descriptor. - Ho Kyung Kang; Yong Ju Jung; Yong Man Ro (Security and Watermarking of Multimedia Contents, 2001)

A Metadata Repository System for an Efficient Description of Visual Multimedia Documents. - Ye Sun Joung; Jaehyoung Lim; Soon J. Hyun; Yong Man Ro (Concurr. Eng. Res. Appl., 2001)

MPEG-7 Texture Descriptors. - Peng Wu; Yanglim Choi; Yong Man Ro; Chee Sun Won (Int. J. Image Graph., 2001)

Generation of MPEG-7 descriptor in compressed domain. - Sung Ho Jin; Cheon Seog Kim; Ho Kyung Kang; Yong Man Ro (Image Processing: Algorithms and Systems, 2002)

Spatial Frequency Band Division in Human Visual System Based-Watermarking. - Yong Ju Jung; Minsoo Hahn; Yong Man Ro (IWDW, 2002)

Visual Media Adaptation System for Active Media. - Yong Ju Jung; Truong Cong Thang; Jeawook Lee; Yong Man Ro (CISST, 2003)

Soccer Video Summarization System Based on Hidden Markov Model with Multiple MPEG-7 Descriptors. - Ngoc Thanh Nguyen 001; Truong Cong Thang; Tae Meon Bae; Yong Man Ro (CISST, 2003)

Modality Conversion in Content Adaptation for Universal Multimedia Access. - Truong Cong Thang; Yong Ju Jung; Yong Man Ro (CISST, 2003)

Digital item adaptation for color vision variations. - Jaeil Song; Seungji Yang; Cheon Seog Kim; Jaeho Nam; Jin Woo Hong; Yong Man Ro (Human Vision and Electronic Imaging, 2003)

Visual contents adaptation for color vision deficiency. - Seungji Yang; Yong Man Ro (ICIP (1), 2003)

Video abstraction generation supervised by user preference. - Nhan Nguyen-Thanh; Truong Cong Thang; Beet Nara Bae; Yong Man Ro (Image Processing: Algorithms and Systems, 2003)

Metadata Hiding for Content Adaptation. - Yong Ju Jung; Ho Kyung Kang; Yong Man Ro (IWDW, 2003)

Enhancement Methods of Image Quality in Screen Mark Attack. - Ki Hyun Kim; Yong Man Ro (IWDW, 2003)

Enhancement of Image Quality in Screen Mark Attack of Watermark. - Ki Hyun Kim; Jong Wook Han; Yong Man Ro (SIP, 2003)

Semantic event detection using MPEG-7. - Cheon Seog Kim; Yong Man Ro (Storage and Retrieval for Media Databases, 2003)

Novel Watermark Embedding Technique Based on Human Visual System. - Yong Ju Jung; Yong Man Ro (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2003)

Watermarking System for Contents Adaptation in Ubiquitous Environment. - Tae Meon Bae; Seok Jun Kang; Yong Man Ro; So Ran Ine (CISST, 2004)

Intelligent Agent-Based Systems for Personalized Broadcasting Services. - Sung Ho Jin; Tae Meon Bae; Yong Man Ro; Kyeongok Kang (CISST, 2004)

Semantic Event Detection in Sports Video Using Hidden Markov Model. - Cheon Seog Kim; Tae Meon Bae; Jin Ho Choo; Sung Ho Jin; Yong Man Ro (CISST, 2004)

Video Segmentation Using Hidden Markov Model with Multimodal Features. - Tae Meon Bae; Sung Ho Jin; Yong Man Ro (CIVR, 2004)

Content adaptation for visual impairment in MPEG-21. - Seungji Yang; Truong Cong Thang; Yong Man Ro (Human Vision and Electronic Imaging, 2004)

Adaptive Microcalcification Detection in Computer Aided Diagnosis. - Ho Kyung Kang; Sung-Min Kim; Nguyen N. Thanh; Yong Man Ro; Wonha Kim (International Conference on Computational Science, 2004)

Robust Contrast Enhancement for Microcalcification in Mammography. - Ho Kyung Kang; Nguyen N. Thanh; Sung-Min Kim; Yong Man Ro (ICCSA (3), 2004)

Joint control for hybrid transcoding using multidimensional rate distortion modeling. - Yong Ju Jung; Yong Man Ro (ICIP, 2004)

Visual content adaptation for low vision users in MPEG-21 framework. - Truong Cong Thang; Yong Man Ro (ICIP, 2004)

Watermarking System for QoS Aware Content Adaptation. - Tae Meon Bae; Seok Jun Kang; Yong Man Ro (IWDW, 2004)

Automatic Video Genre Detection for Content-Based Authoring. - Sung Ho Jin; Tae Meon Bae; Yong Man Ro (PCM (1), 2004)

Dynamic Programming Based Adaptation of Multimedia Contents in UMA. - Truong Cong Thang; Yong Ju Jung; Yong Man Ro (PCM (2), 2004)

Video genre classification using multimodal features. - Sung Ho Jin; Tae Meon Bae; Jin Ho Choo; Yong Man Ro (Storage and Retrieval Methods and Applications for Multimedia, 2004)

Color adaptation for anomalous trichromats. - Yong Man Ro; Seungji Yang (Int. J. Imaging Syst. Technol., 2004)

Home Photo Categorization Based on Photographic Region Templates. - Sang-Kyun Kim; Seungji Yang; Kyong Sok Seo; Yong Man Ro; Ji-Yeon Kim; Yang Suk Seo (AIRS, 2005)

Microcalcification Detection System for Computer Aided Diagnosis. - Ho Kyung Kang; Sung-Min Kim; Yong Man Ro (CISST, 2005)

MPEG-21 Based Broadcasting Contents Service System in Ubiquitous Environment. - Cheon Seog Kim; Duck Yeon Kim; Tae Meon Bae; Yong Man Ro (CISST, 2005)

Semantic Event Detection in Structured Video Using Hybrid HMM/SVM. - Tae Meon Bae; Cheon Seog Kim; Sung Ho Jin; Ki Hyun Kim; Yong Man Ro (CIVR, 2005)

Distortion Measures in MPEG-Compressed Domain for Multidimensional Transcoding. - Yong Ju Jung; Truong Cong Thang; Yong Man Ro (MMSP, 2005)

Semantic Quality for Content-Aware Video Adaptation. - Truong Cong Thang; Yong Ju Jung; Yong Man Ro (MMSP, 2005)

Automatic Photo Indexing Based on Person Identity. - Seungji Yang; Kyong Sok Seo; Sang Kim; Yong Man Ro; Ji-Yeon Kim; Yang Suk Seo (PCM (2), 2005)

Automated situation clustering of home photos for digital albuming. - Seungji Yang; Sang-Kyun Kim; Yong Man Ro (Storage and Retrieval Methods and Applications for Multimedia, 2005)

Effective adaptation of multimedia documents with modality conversion. - Truong Cong Thang; Yong Ju Jung; Yong Man Ro (Signal Process. Image Commun., 2005)

Visual content adaptation according to user perception characteristics. - Jeho Nam; Yong Man Ro; Youngsik Huh; Munchurl Kim (IEEE Trans. Multim., 2005)

Multimedia Packaging for TVAF-based Broadcasting Contents. - Sung Ho Jin; Jun Ho Cho; Jae Seok Jang; Yong Man Ro; Han Kyu Lee (IPCV, 2006)

Conditional Access Control in Secured SVC Bitstream. - Yong Geun Won; Tae Meon Bae; Yong Man Ro (IPCV, 2006)

Scalable Protection and Access Control in Full Scalable Video Coding. - Yong Geun Won; Tae Meon Bae; Yong Man Ro (IWDW, 2006)

e-Learning Media Format for Enhanced Consumption on Mobile Application. - Sihyoung Lee; Seungji Yang; Yong Man Ro; Hyoung-Joong Kim (SEMPS, 2006)

Two-layered Photo Classification based on Semantic and Syntactic Features. - Seungji Yang; Yong Man Ro (SEMPS, 2006)

Intelligent broadcasting system and services for personalized semantic contents consumption. - Sung Ho Jin; Tae Meon Bae; Yong Man Ro; Hoirin Kim; Munchurl Kim (Expert Syst. Appl., 2006)

A Microcalcification Detection Using Adaptive Contrast Enhancement on Wavelet Transform and Neural Network. - Ho Kyung Kang; Yong Man Ro; Sung-Min Kim (IEICE Trans. Inf. Syst., 2006)

Frequency Filtering for a Highly Robust Audio Fingerprinting Scheme in a Real-Noise Environment. - Mansoo Park; Hoirin Kim; Yong Man Ro; Munchurl Kim (IEICE Trans. Inf. Syst., 2006)

Meaningful scene filtering for TV terminals. - Sung Ho Jin; Jun Ho Cho; Yong Man Ro (IEEE Trans. Consumer Electron., 2006)

Quality metric for H.264/AVC scalable video coding with full scalability. - Cheon Seog Kim; Dongjun Suh; Tae Meon Bae; Yong Man Ro (Human Vision and Electronic Imaging, 2007)

Graph-Based Perceptual Quality Model for Audiovisual Contents. - Truong Cong Thang; Jung Won Kang; Yong Man Ro (ICME, 2007)

Perceived Image Contrast Measurement using Multi-scale Adaptation and Spatial Vision Characteristics. - Jongsoo Choi; Seungji Yang; Bwalya Kelvin Joseph; Soo-Jun Park; Yong Man Ro (IPCV, 2007)

Advertisement Insertion based on MPEG-4 File Format and MPEG-21 DID. - Jae Seok Jang; Sung Ho Jin; Yong Man Ro; Hui-Yong Kim (IPCV, 2007)

Optimal multi-layer adaptation of SVC video over heterogeneous environments. - Truong Cong Thang; Dong Su Lee; Jung Won Kang; Yong Man Ro (IWCMC, 2007)

Scalable Security and Conditional Access Control for Multiple Regions of Interest in Scalable Video Coding. - Yeongyun Kim; Sung Ho Jin; Yong Man Ro (IWDW, 2007)

Quality Measurement Modeling on Scalable Video Applications. - Sung Ho Jin; Cheon Seog Kim; Dong Jun Seo; Yong Man Ro (MMSP, 2007)

Improvement of Inter-Layer Motion Prediction in Scalable Video Coding. - Tae Meon Bae; Truong Cong Thang; Yong Man Ro (IEICE Trans. Inf. Syst., 2007)

Media Accessibility for Low-Vision Users in the MPEG-21 Multimedia Framework. - Truong Cong Thang; Seungji Yang; Yong Man Ro; Edward K. Wong (IEICE Trans. Inf. Syst., 2007)

Semantic categorization of digital home photo using photographic region templates. - Seungji Yang; Sang-Kyun Kim; Kyong Sok Seo; Yong Man Ro; Ji-Yeon Kim; Yang Suk Seo (Inf. Process. Manag., 2007)

Video Event Filtering in Consumer Domain. - Sung Ho Jin; Yong Man Ro (IEEE Trans. Broadcast., 2007)

Semantic Home Photo Categorization. - Seungji Yang; Sang-Kyun Kim; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2007)

Feature subspace determination in video-based mismatched face recognition. - Jae Young Choi; Yong Man Ro; Konstantinos N. Plataniotis (FG, 2008)

Improving visual content accessibility for low-vision users in the MPEG-21 multimedia framework. - Seungji Yang; Jongsoo Choi; Yong Man Ro; Soo-Jun Park (Human Vision and Electronic Imaging, 2008)

Microcalcification detection system in digital mammogram using two-layer SVM. - Sunil Cho; Sung Ho Jin; Ju Won Kwon; Yong Man Ro; Sung-Min Kim (Image Processing: Algorithms and Systems, 2008)

Color Effect on the Face Recognition with Spatial Resolution Constraints. - Jae Young Choi; Seungji Yang; Yong Man Ro; Konstantinos N. Plataniotis (ISM, 2008)

Content Sharing Based on Personal Information in Virtually Secured Space. - Hosik Sohn; Yong Man Ro; Konstantinos N. Plataniotis (IWDW, 2008)

Face annotation for personal photos using context-assisted face recognition. - Jae Young Choi; Seungji Yang; Yong Man Ro; Konstantinos N. Plataniotis (Multimedia Information Retrieval, 2008)

Optimal Multilayer Adaptation of SVC Video over Heterogeneous Environments. - Truong Cong Thang; Jung Won Kang; Jeong-Ju Yoo; Yong Man Ro (Adv. Multim., 2008)

Quantification and Standardized Description of Color Vision Deficiency Caused by Anomalous Trichromats - Part I: Simulation and Measurement. - Seungji Yang; Yong Man Ro; Edward K. Wong; Jin-Hak Lee (EURASIP J. Image Video Process., 2008)

Quantification and Standardized Description of Color Vision Deficiency Caused by Anomalous Trichromats - Part II: Modeling and Color Compensation. - Seungji Yang; Yong Man Ro; Edward K. Wong; Jin-Hak Lee (EURASIP J. Image Video Process., 2008)

Measuring Video Quality on Full Scalability of H.264/AVC Scalable Video Coding. - Cheon Seog Kim; Sung Ho Jin; Dong Jun Seo; Yong Man Ro (IEICE Trans. Commun., 2008)

Real-time content filtering for live broadcasts in TV terminals. - Sung Ho Jin; Jun Ho Cho; Yong Man Ro (Multim. Tools Appl., 2008)

Real-Time Content Filtering for Live Broadcasts in TV Terminals. - Yong Man Ro; Sung Ho Jin (Handbook of Multimedia for Digital Entertainment and Arts, 2009)

Privacy Protection in Video Surveillance Systems Using Scalable Video Coding. - Hosik Sohn; Esla Timothy Anzaku; Wesley De Neve; Yong Man Ro; Konstantinos N. Plataniotis (AVSS, 2009)

Face annotation for personal photos using collaborative face recognition in online social networks. - Jae Young Choi; Wesley De Neve; Yong Man Ro; Konstantinos N. Plataniotis (DPS, 2009)

Image compression mismatch effect on color image based face recognition system. - Jae Young Choi; Yong Man Ro; Konstantinos N. Plataniotis (ICIP, 2009)

Semantic annotation of personal video content using an image folksonomy. - Hyun-seok Min; Jae Young Choi; Wesley De Neve; Yong Man Ro; Konstantinos N. Plataniotis (ICIP, 2009)

Malicious content filtering based on semantic features. - Semin Kim; Hyun-seok Min; Jaehyun Jeon 003; Yong Man Ro; Seungwan Han (ICIS, 2009)

Semantic home video categorization. - Hyun-seok Min; Young Bok Lee; Wesley De Neve; Yong Man Ro (Image Processing: Algorithms and Systems, 2009)

Near-Duplicate Video Detection Using Temporal Patterns of Semantic Concepts. - Hyun-seok Min; Jae Young Choi; Wesley De Neve; Yong Man Ro (ISM, 2009)

A Statistical and Iterative Method for Data Hiding in Palette-Based Images. - Semin Kim; Wesley De Neve; Yong Man Ro (IWDW, 2009)

Region-of-interest scrambling for scalable surveillance video using JPEG XR. - Hosik Sohn; Wesley De Neve; Yong Man Ro (ACM Multimedia, 2009)

An Objective Perceptual Quality-Based ADTE for Adapting Mobile SVC Video Content. - Cheon Seog Kim; Hosik Sohn; Wesley De Neve; Yong Man Ro (IEICE Trans. Inf. Syst., 2009)

Improved BSDL-based content adaptation for JPEG 2000 and HD Photo (JPEG XR). - Wesley De Neve; Davy Van Deursen; Wim Van Lancker; Yong Man Ro; Rik Van de Walle (Signal Process. Image Commun., 2009)

Content sharing between home networks by using personal information and associated fuzzy vault scheme. - Hosik Sohn; Yong Man Ro; Konstantinos N. Plataniotis (IEEE Trans. Consumer Electron., 2009)

Color Face Recognition for Degraded Face Images. - Jae Young Choi; Yong Man Ro; Konstantinos N. Plataniotis (IEEE Trans. Syst. Man Cybern. Part B, 2009)

Multi-Factor Authentication Using Fingerprints and User-Specific Random Projection. - Esla Timothy Anzaku; Hosik Sohn; Yong Man Ro (APWeb, 2010)

Color component feature selection in feature-level fusion based color face recognition. - Seung-Ho Lee; Jae Young Choi; Konstantinos N. Plataniotis; Yong Man Ro (FUZZ-IEEE, 2010)

Enhanced weakly trained frontal face detector for surveillance purposes. - Wael Louis; Konstantinos N. Plataniotis; Yong Man Ro (FUZZ-IEEE, 2010)

Using colour local binary pattern features for face recognition. - Jae Young Choi; Konstantinos N. Plataniotis; Yong Man Ro (ICIP, 2010)

Exploiting collective knowledge in an image folksonomy for semantic-based near-duplicate video detection. - Hyun-seok Min; Wesley De Neve; Yong Man Ro (ICIP, 2010)

Face annotation for online personal videos using color feature fusion based face recognition. - Jae Young Choi; Konstantinos N. Plataniotis; Yong Man Ro (ICME, 2010)

Image tag refinement along the 'what' dimension using tag categorization and neighbor voting. - Sihyoung Lee; Wesley De Neve; Yong Man Ro (ICME, 2010)

Towards using semantic features for near-duplicate video detection. - Hyun-seok Min; Wesley De Neve; Yong Man Ro (ICME, 2010)

Privacy Preserving Facial and Fingerprint Multi-biometric Authentication. - Esla Timothy Anzaku; Hosik Sohn; Yong Man Ro (IWDW, 2010)

Semantic Concept Detection for User-Generated Video Content Using a Refined Image Folksonomy. - Hyun-seok Min; Sihyoung Lee; Wesley De Neve; Yong Man Ro (MMM, 2010)

Semantic Detection of Adult Image Using Semantic Features. - Jae Hyun Jeon 003; Se Min Kim; Jae-Young Choi; Hyun Suk Min; Yong-Man Ro (MUE, 2010)

Training Strategy of Semantic Concept Detectors Using Support Vector Machine in Naked Image Classification. - Jaehyun Jeon 003; Jae Young Choi; Semin Kim; Hyun-seok Min; Seungwan Han; Yong Man Ro (PCM (1), 2010)

Privacy-Preserving Watch List Screening in Video Surveillance System. - Hosik Sohn; Konstantinos N. Plataniotis; Yong Man Ro (PCM (1), 2010)

MAP-based image tag recommendation using a visual folksonomy. - Sihyoung Lee; Wesley De Neve; Konstantinos N. Plataniotis; Yong Man Ro (Pattern Recognit. Lett., 2010)

Tag refinement in an image folksonomy using visual similarity and tag co-occurrence statistics. - Sihyoung Lee; Wesley De Neve; Yong Man Ro (Signal Process. Image Commun., 2010)

Full-Reference Video Quality Metric for Fully Scalable and Mobile SVC Content. - Hosik Sohn; Hana Yoo; Wesley De Neve; Cheon Seog Kim; Yong Man Ro (IEEE Trans. Broadcast., 2010)

Towards an automatic face indexing system for actor-based video services in an IPTV environment. - Jae Young Choi; Wesley De Neve; Yong Man Ro (IEEE Trans. Consumer Electron., 2010)

Automatic Face Annotation in Personal Photo Collections Using Context-Based Unsupervised Clustering and Face Information Fusion. - Jae Young Choi; Wesley De Neve; Yong Man Ro; Konstantinos N. Plataniotis (IEEE Trans. Circuits Syst. Video Technol., 2010)

Privacy Enhancing Solutions for Personal Information Based Multimedia Content Sharing. - Hosik Sohn; Yong Man Ro; Konstantinos N. Plataniotis (Intelligent Multimedia Analysis for Security Applications, 2010)

Visual discomfort induced by fast salient object motion in stereoscopic video. - Seong-il Lee; Yong Ju Jung; Hosik Sohn; Yong Man Ro; Hyun Wook Park (SD&A, 2011)

Human brain response to visual fatigue caused by stereoscopic depth perception. - Dongchan Kim; Yong Ju Jung; Eunwoo Kim; Yong Man Ro; HyunWook Park (DSP, 2011)

Attention model-based visual comfort assessment for stereoscopic depth perception. - Hosik Sohn; Yong Ju Jung; Seong-il Lee; Hyun Wook Park; Yong Man Ro (DSP, 2011)

Improving image tag recommendation using favorite image context. - Wonyong Eom; Sihyoung Lee; Wesley De Neve; Yong Man Ro (ICIP, 2011)

Local color vector binary pattern for face recognition. - Seung-Ho Lee; Jae Young Choi; Konstantinos N. Plataniotis; Yong Man Ro (ICIP, 2011)

Enhanced classification of focal hepatic lesions in ultrasound images using novel texture features. - Sihyoung Lee; In A. Jo; Kyung Won Kim; Jae Young Lee; Yong Man Ro (ICIP, 2011)

Towards a better understanding of model-free semantic concept detection for annotation and near-duplicate video clip detection. - Hyun-seok Min; Jae Young Choi; Wesley De Neve; Yong Man Ro (ICIP, 2011)

Leveraging an image folksonomy and the Signature Quadratic Form Distance for semantic-based detection of near-duplicate video clips. - Hyun-seok Min; Jae Young Choi; Wesley De Neve; Yong Man Ro (ICME, 2011)

Contribution of Non-scrambled Chroma Information in Privacy-Protected Face Images to Privacy Leakage. - Hosik Sohn; Dohyoung Lee; Wesley De Neve; Konstantinos N. Plataniotis; Yong Man Ro (IWDW, 2011)

Enhanced Distal Radius Segmentation in DXA Using Modified ASM. - Sihyoung Lee; Sunil Cho; Yong Man Ro (IEICE Trans. Inf. Syst., 2011)

A comparative study of preprocessing mismatch effects in color image based face recognition. - Jae Young Choi; Yong Man Ro; Konstantinos N. Plataniotis (Pattern Recognit., 2011)

Bimodal fusion of low-level visual features and high-level semantic features for near-duplicate video clip detection. - Hyun-seok Min; Jae Young Choi; Wesley De Neve; Yong Man Ro (Signal Process. Image Commun., 2011)

Privacy Protection in Video Surveillance Systems: Analysis of Subband-Adaptive Scrambling in JPEG XR. - Hosik Sohn; Wesley De Neve; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2011)

Boosting Color Feature Selection for Color Face Recognition. - Jae Young Choi; Yong Man Ro; Konstantinos N. Plataniotis (IEEE Trans. Image Process., 2011)

Collaborative Face Recognition for Improved Face Annotation in Personal Photo Collections Shared on Online Social Networks. - Jae Young Choi; Wesley De Neve; Konstantinos N. Plataniotis; Yong Man Ro (IEEE Trans. Multim., 2011)

Combining multiresolution local binary pattern texture analysis and variable selection strategy applied to computer-aided detection of breast masses on mammograms. - Jae Young Choi; Dae Hoe Kim; Yong Man Ro (BHI, 2012)

Investigation of object thickness for visual discomfort prediction in stereoscopic images. - Hosik Sohn; Yong Ju Jung; Seong-il Lee; Hyun Wook Park; Yong Man Ro (SD&A, 2012)

Combining multiple feature representations and AdaBoost ensemble learning for reducing false-positive detections in Computer-aided Detection of masses on mammograms. - Jae Young Choi; Dae Hoe Kim; Konstantinos N. Plataniotis; Yong Man Ro (EMBC, 2012)

Region based stellate features for classification of mammographic spiculated lesions in computer-aided detection. - Dae Hoe Kim; Jae Young Choi; Yong Man Ro (ICIP, 2012)

A novel mammographic mass detection approach to combining suprevised and unsuprevised detection algorithms. - Dae Hoe Kim; Jae Young Choi; Yong Man Ro (ICIP, 2012)

Video Copy Detection Using Inclined Video Tomography and Bag-of-Visual-Words. - Hyun-seok Min; Semin Kim; Wesley De Neve; Yong Man Ro (ICME, 2012)

Visualizing the Perceived Discomfort of Stereoscopic Video. - Yong Ju Jung; Seong-il Lee; Hosik Sohn; Yong Man Ro (ISM, 2012)

Face Verification Using Color Sparse Representation. - Wook Jin Shin; Seung-Ho Lee; Hyun-seok Min; Hosik Sohn; Yong Man Ro (IWDW, 2012)

Multiresolution Local Binary Pattern texture analysis for false positive reduction in computerized detection of breast masses on mammograms. - Jae Young Choi; Dae Hoe Kim; Seon Hyeong Choi; Yong Man Ro (Computer-Aided Diagnosis, 2012)

Mammographic enhancement with combining local statistical measures and sliding band filter for improved mass segmentation in mammograms. - Dae Hoe Kim; Jae Young Choi; Seon Hyeong Choi; Yong Man Ro (Computer-Aided Diagnosis, 2012)

Towards data-driven estimation of image tag relevance using visually similar and dissimilar folksonomy images. - Sihyoung Lee; Wesley De Neve; Yong Man Ro (SAM@MM, 2012)

Visual comfort assessment metric based on salient object motion information in stereoscopic video. - Yong Ju Jung; Seong-il Lee; Hosik Sohn; Hyun Wook Park; Yong Man Ro (J. Electronic Imaging, 2012)

Visual discomfort visualizer using stereo vision and time-of-flight depth cameras. - Yong Ju Jung; Hosik Sohn; Yong Man Ro (IEEE Trans. Consumer Electron., 2012)

Near-Duplicate Video Clip Detection Using Model-Free Semantic Concept Detection and Adaptive Semantic Distance Measurement. - Hyun-seok Min; Jae Young Choi; Wesley De Neve; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2012)

Color Local Texture Features for Color Face Recognition. - Jae Young Choi; Yong Man Ro; Konstantinos N. Plataniotis (IEEE Trans. Image Process., 2012)

Local Color Vector Binary Patterns From Multichannel Face Images for Face Recognition. - Seung-Ho Lee; Jae Young Choi; Yong Man Ro; Konstantinos N. Plataniotis (IEEE Trans. Image Process., 2012)

Face Feature Weighted Fusion Based on Fuzzy Membership Degree for Video Face Recognition. - Jae Young Choi; Konstantinos N. Plataniotis; Yong Man Ro (IEEE Trans. Syst. Man Cybern. Part B, 2012)

A Comparative Study of Color Texture Features for Face Analysis. - Seung-Ho Lee; Hyungil Kim; Yong Man Ro (CCIW, 2013)

Subjective and objective measurements of visual fatigue induced by excessive disparities in stereoscopic images. - Yong Ju Jung; Dongchan Kim; Hosik Sohn; Seong-il Lee; Hyun Wook Park; Yong Man Ro (SD&A, 2013)

Subjective assessment of visual discomfort induced by binocular disparity and stimulus width in stereoscopic image. - Seong-il Lee; Yong Ju Jung; Hosik Sohn; Yong Man Ro (SD&A, 2013)

Disparity remapping to ameliorate visual comfort of stereoscopic video. - Hosik Sohn; Yong Ju Jung; Seong-il Lee; Filippo Speranza; Yong Man Ro (SD&A, 2013)

Denoising 3D ultrasound volumes using sparse representation. - Dae Hoe Kim; Konstantinos N. Plataniotis; Yong Man Ro (EMBC, 2013)

Using color texture sparsity for facial expression recognition. - Seung-Ho Lee; Hyungil Kim; Yong Man Ro; Konstantinos N. Plataniotis (FG, 2013)

Sparse Representation-Based Human Action Recognition Using an Action Region-Aware Dictionary. - Hyun-seok Min; Wesley De Neve; Yong Man Ro (ISM, 2013)

Crosstalk reduction in stereoscopic displays: A combined approach of disparity adjustment and crosstalk cancellation. - Hosik Sohn; Yong Ju Jung; Seong-il Lee; Yong Man Ro (IVMSP, 2013)

Improved License Plate Recognition for Low-Resolution CCTV Forensics by Integrating Sparse Representation-Based Super-Resolution. - Hyun-seok Min; Seung-Ho Lee; Wesley De Neve; Yong Man Ro (IWDW, 2013)

Boosting framework for mammographic mass classification with combination of CC and MLO view information. - Dae Hoe Kim; Jae Young Choi; Yong Man Ro (Computer-Aided Diagnosis, 2013)

Improving positive predictive value in computer-aided diagnosis using mammographic mass and microcalcification confidence score fusion based on co-location information. - Seung Hyun Lee; Dae Hoe Kim; Jae Young Choi; Yong Man Ro (Computer-Aided Diagnosis, 2013)

Multiple ROI selection based focal liver lesion classification in ultrasound images. - Jae Hyun Jeon 003; Jae Young Choi; Sihyoung Lee; Yong Man Ro (Expert Syst. Appl., 2013)

Adaptive video streaming over HTTP with dynamic resource estimation. - Truong Cong Thang; Hung T. Le; Hoc X. Nguyen; Anh T. Pham 002; Jung Won Kang; Yong Man Ro (J. Commun. Networks, 2013)

Effect of Stimulus Width on the Perceived Visual Discomfort in Viewing Stereoscopic 3-D-TV. - Seong-il Lee; Yong Ju Jung; Hosik Sohn; Filippo Speranza; Yong Man Ro (IEEE Trans. Broadcast., 2013)

Predicting Visual Discomfort Using Object Size and Disparity Information in Stereoscopic Images. - Hosik Sohn; Yong Ju Jung; Seong-il Lee; Yong Man Ro (IEEE Trans. Broadcast., 2013)

Predicting Visual Discomfort of Stereoscopic Images Using Human Attention Model. - Yong Ju Jung; Hosik Sohn; Seong-il Lee; Hyun Wook Park; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2013)

Visual Importance- and Discomfort Region-Selective Low-Pass Filtering for Reducing Visual Discomfort in Stereoscopic Displays. - Yong Ju Jung; Hosik Sohn; Seong-il Lee; Filippo Speranza; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2013)

Breast tissue removal for enhancing microcalcification cluster detection in mammograms. - Wissam J. Baddar; Dae Hoe Kim; Yong Man Ro (BHI, 2014)

Mass detection based on pooled mass probability map of 3D reconstructed slices in digital breast tomosynthesis. - Seong-Tae Kim 001; Dae Hoe Kim; Eun Suk Cha; Yong Man Ro (BHI, 2014)

Improvement of subtle microcalcifications detection in DBT slices. - Eun Joon Kim; Dae Hoe Kim; Eun Suk Cha; Yong Man Ro (BHI, 2014)

Local disparity remapping to enhance depth quality of stereoscopic 3D images using stereoacuity function. - Hosik Sohn; Yong Ju Jung; Yong Man Ro (SD&A, 2014)

Investigating experienced quality factors in synthesized multi-view stereo images. - Hak Gu Kim; Yong Ju Jung; Soo Sung Yoon; Yong Man Ro (DSP, 2014)

Generation of conspicuity-improved synthetic image from digital breast tomosynthesis. - Seong-Tae Kim 001; Dae Hoe Kim; Yong Man Ro (DSP, 2014)

Face detection for low power event detection in intelligent surveillance system. - Hyungil Kim; Seung-Ho Lee; Jung Ik Moon; Hyun-Sang Park; Yong Man Ro (DSP, 2014)

Adaptive feature extraction for blurred face images in facial expression recognition. - Hyungil Kim; Seung-Ho Lee; Yong Man Ro (ICIP, 2014)

Local age group modeling in unconstrained face images for facial age classification. - Seung-Ho Lee; Yong Man Ro (ICIP, 2014)

Inter-view consistent hole filling in view extrapolation for multi-view image generation. - Soo Sung Yoon; Hosik Sohn; Yong Ju Jung; Yong Man Ro (ICIP, 2014)

Sub-sampled dictionaries for coarse-to-fine sparse representation-based human action recognition. - Jongho Lee; Hyun-seok Min; Jeong-Jik Seo; Wesley De Neve; Yong Man Ro (ICME, 2014)

Investigating Cascaded Face Quality Assessment for Practical Face Recognition System. - Hyungil Kim; Seung-Ho Lee; Yong Man Ro (ISM, 2014)

Level-set based free fluid segmentation with improved initialization using region growing in 3D ultrasound sonography. - Dae Hoe Kim; Konstantinos N. Plataniotis; Yong Man Ro (Computer-Aided Diagnosis, 2014)

High resolution image formation method based on the realistic spaceborne SAR modeling and simulation. - Sangheun Shim; Seyoung Kim; Yong Man Ro (SAR, 2014)

fMRI analysis of excessive binocular disparity on the human brain. - Dongchan Kim; Yong Ju Jung; Yeji Han; Joonsung Choi; Eunwoo Kim; Bumseok Jeong; Yong Man Ro; HyunWook Park (Int. J. Imaging Syst. Technol., 2014)

Experimental investigation of discomfort combination: toward visual discomfort prediction for stereoscopic videos. - Seong-il Lee; Yong Ju Jung; Hosik Sohn; Yong Man Ro (J. Electronic Imaging, 2014)

An Evaluation of Bitrate Adaptation Methods for HTTP Live Streaming. - Truong Cong Thang; Hung T. Le; Anh T. Pham 002; Yong Man Ro (IEEE J. Sel. Areas Commun., 2014)

Rotation and flipping robust region binary patterns for video copy detection. - Semin Kim; Seung-Ho Lee; Yong Man Ro (J. Vis. Commun. Image Represent., 2014)

Visually weighted neighbor voting for image tag relevance learning. - Sihyoung Lee; Wesley De Neve; Yong Man Ro (Multim. Tools Appl., 2014)

Adaptive weighted fusion with new spatial and temporal fingerprints for improved video copy detection. - Semin Kim; Jae Young Choi; Seungwan Han; Yong Man Ro (Signal Process. Image Commun., 2014)

Intra-Class Variation Reduction Using Training Expression Images for Sparse Representation Based Facial Expression Recognition. - Seung-Ho Lee; Konstantinos N. Plataniotis; Yong Man Ro (IEEE Trans. Affect. Comput., 2014)

Visual comfort improvement in stereoscopic 3D displays using perceptually plausible assessment metric of visual comfort. - Yong Ju Jung; Hosik Sohn; Seong-il Lee; Yong Man Ro (IEEE Trans. Consumer Electron., 2014)

Visual Comfort Amelioration Technique for Stereoscopic Images: Disparity Remapping to Mitigate Global and Local Discomfort Causes. - Hosik Sohn; Yong Ju Jung; Seong-il Lee; Filippo Speranza; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2014)

Multi-view stereo image synthesis using binocular symmetry-based global optimization. - Hak Gu Kim; Yong Ju Jung; Soo Sung Yoon; Yong Man Ro (SD&A, 2015)

Efficient and effective human action recognition in video through motion boundary description with a compact set of trajectories. - Jeong-Jik Seo; Jisoo Son; Hyungil Kim; Wesley De Neve; Yong Man Ro (FG, 2015)

Feature extraction from bilateral dissimilarity in digital breast tomosynthesis reconstructed volume. - Dae Hoe Kim; Seong-Tae Kim 001; Wissam J. Baddar; Yong Man Ro (ICIP, 2015)

Region matching based on local structure information in ipsilateral digital breast tomosynthesis views. - Seong-Tae Kim 001; Dae Hoe Kim; Dong Jin Ji; Yong Man Ro (ICIP, 2015)

Face image assessment learned with objective and relative face image qualities for improved face recognition. - Hyungil Kim; Seung-Ho Lee; Yong Man Ro (ICIP, 2015)

Temporally consistent hole filling method based on global optimization with label propagation for 3D video. - Hak Gu Kim; Soo Sung Yoon; Yong Man Ro (ICIP, 2015)

Human action recognition using time-invariant key-trajectories describing spatio-temporal salient motion. - Jeong-Jik Seo; Wissam J. Baddar; Dae Hoe Kim; Yong Man Ro (ICIP, 2015)

Multispectral Texture Features from Visible and Near-Infrared Synthetic Face Images for Face Recognition. - Hyungil Kim; Seung-Ho Lee; Yong Man Ro (ISM, 2015)

Pose-Robust and Discriminative Feature Representation by Multi-task Deep Learning for Multi-view Face Recognition. - Jeong-Jik Seo; Hyungil Kim; Yong Man Ro (ISM, 2015)

Utilizing digital breast tomosynthesis projection views correlation for microcalcification enhancement for detection purposes. - Wissam J. Baddar; Eun Joon Kim; Dae Hoe Kim; Yong Man Ro (Computer-Aided Diagnosis, 2015)

Combination of conspicuity improved synthetic mammograms and digital breast tomosynthesis: a promising approach for mass detection. - Seong Tae Kim 001; Dae Hoe Kim; Yong Man Ro (Computer-Aided Diagnosis, 2015)

Feature extraction from inter-view similarity of DBT projection views. - Dae Hoe Kim; Seong Tae Kim 001; Yong Man Ro (Computer-Aided Diagnosis, 2015)

Subtle Facial Expression Recognition Using Adaptive Magnification of Discriminative Facial Motion. - Sung Yeong Park; Seung-Ho Lee; Yong Man Ro (ACM Multimedia, 2015)

A Sparse Representation-Based Label Pruning for Image Inpainting Using Global Optimization. - Hak Gu Kim; Yong Man Ro (PCM (1), 2015)

High-Speed Periodic Motion Reconstruction Using an Off-the-shelf Camera with Compensation for Rolling Shutter Effect. - Jeong-Jik Seo; Wissam J. Baddar; Hyungil Kim; Yong Man Ro (PCM (2), 2015)

Region based stellate features combined with variable selection using AdaBoost learning in mammographic computer-aided detection. - Dae Hoe Kim; Jae Young Choi; Yong Man Ro (Comput. Biol. Medicine, 2015)

Image-based coin recognition using rotation-invariant region binary patterns based on gradient magnitudes. - Semin Kim; Seung-Ho Lee; Yong Man Ro (J. Vis. Commun. Image Represent., 2015)

Bilateral hemiface feature representation learning for pose robust facial expression recognition. - Wissam J. Baddar; Yong Man Ro (APSIPA, 2016)

Facial dynamic modelling using long short-term memory network: Analysis and application to face authentication. - Seong-Tae Kim 001; Dae Hoe Kim; Yong Man Ro (BTAS, 2016)

Real-time quality evaluation of adaptation strategies in VoD streaming. - Huyen T. T. Tran; Nam Pham Ngoc 001; Truong Cong Thang; Yong Man Ro (DMIAF, 2016)

Two-step Learning of Deep Convolutional Neural Network for Discriminative Face Recognition under Varying Illumination. - Yeoreum Choi; Hyung-Il Kim; Yong Man Ro (IMAWM, 2016)

Learning based hole filling method using deep convolutional neural network for view synthesis. - Heoun-taek Lim; Hak Gu Kim; Yong Man Ro (Image Processing: Machine Vision Applications, 2016)

A new hole filling method based on 3D geometric transformation for synthesized image. - Hak Gu Kim; Yong Man Ro (SD&A, 2016)

Latent feature representation with 3-D multi-view deep convolutional neural network for bilateral analysis in digital breast tomosynthesis. - Dae Hoe Kim; Seong-Tae Kim 001; Yong Man Ro (ICASSP, 2016)

A deep facial landmarks detection with facial contour and facial components constraint. - Wissam J. Baddar; Jisoo Son; Dae Hoe Kim; Seong-Tae Kim 001; Yong Man Ro (ICIP, 2016)

Spatio-temporal representation for face authentication by using multi-task learning with human attributes. - Seong-Tae Kim 001; Dae Hoe Kim; Yong Man Ro (ICIP, 2016)

Measurement of critical temporal inconsistency for quality assessment of synthesized video. - Hak Gu Kim; Yong Man Ro (ICIP, 2016)

Collaborative facial color feature learning of multiple color spaces for face recognition. - Hyungil Kim; Yong Man Ro (ICIP, 2016)

Micro-Expression Recognition with Expression-State Constrained Spatio-Temporal Feature Representations. - Dae Hoe Kim; Wissam J. Baddar; Yong Man Ro (ACM Multimedia, 2016)

Classifier ensemble generation and selection with multiple feature representations for classification applications in computer-aided detection and diagnosis on mammography. - Jae Young Choi; Dae Hoe Kim; Konstantinos N. Plataniotis; Yong Man Ro (Expert Syst. Appl., 2016)

Feature scalability for a low complexity face recognition with unconstrained spatial resolution. - Hyungil Kim; Jae Young Choi; Seung-Ho Lee; Yong Man Ro (Multim. Tools Appl., 2016)

Collaborative expression representation using peak expression and intra class variation face images for practical subject-independent emotion recognition in videos. - Seung-Ho Lee; Wissam J. Baddar; Yong Man Ro (Pattern Recognit., 2016)

Partial Matching of Facial Expression Sequence Using Over-Complete Transition Dictionary for Emotion Recognition. - Seung-Ho Lee; Yong Man Ro (IEEE Trans. Affect. Comput., 2016)

Critical Binocular Asymmetry Measure for the Perceptual Quality Assessment of Synthesized Stereo 3D Images in View Synthesis. - Yong Ju Jung; Hak Gu Kim; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2016)

Multi-Scale Facial Scanning via Spatial Lstm for Latent Facial Feature Representation. - Seong Tae Kim 001; Yeoreum Choi; Yong Man Ro (BIOSIG, 2017)

Modality-bridge transfer learning for medical image classification. - Hak Gu Kim; Yeoreum Choi; Yong Man Ro (CISP-BMEI, 2017)

Iterative deep convolutional encoder-decoder network for medical image segmentation. - Jung Uk Kim; Hak Gu Kim; Yong Man Ro (EMBC, 2017)

Color channel-wise recurrent learning for facial expression recognition. - Jinhyeok Jang; Dae Hoe Kim; Hyungil Kim; Yong Man Ro (ICASSP, 2017)

Visual comfort assessment of stereoscopic images using deep visual and disparity features based on human attention. - Hyunwook Jeong; Hak Gu Kim; Yong Man Ro (ICIP, 2017)

Adaptive attention fusion network for visual question answering. - Geonmo Gu; Seong Tae Kim 001; Yong Man Ro (ICME, 2017)

Robust and Real-Time Visual Tracking with Triplet Convolutional Neural Network. - Jung Uk Kim; Hak Gu Kim; Yong Man Ro (ACM Multimedia (Thematic Workshops), 2017)

Learning Features Robust to Image Variations with Siamese Networks for Facial Expression Recognition. - Wissam J. Baddar; Dae Hoe Kim; Yong Man Ro (MMM (1), 2017)

Measurement of exceptional motion in VR video contents for VR sickness assessment using deep convolutional autoencoder. - Hak Gu Kim; Wissam J. Baddar; Heoun-taek Lim; Hyunwook Jeong; Yong Man Ro (VRST, 2017)

EvaluationNet: Can Human Skill be Evaluated by Deep Networks? - Seong Tae Kim 001; Yong Man Ro (CoRR, 2017)

Differential Generative Adversarial Networks: Synthesizing Non-linear Facial Variations with Limited Number of Training Data. - Geonmo Gu; Seong Tae Kim 001; Ki Hyun Kim; Wissam J. Baddar; Yong Man Ro (CoRR, 2017)

Interpretable Facial Relational Network Using Relational Importance. - Seong Tae Kim 001; Yong Man Ro (CoRR, 2017)

Dynamics Transfer GAN: Generating Video by Transferring Arbitrary Temporal Dynamics from a Source Video to a Single Target Image. - Wissam J. Baddar; Geonmo Gu; Sangmin Lee 001; Yong Man Ro (CoRR, 2017)

Effective and efficient human action recognition using dynamic frame skipping and trajectory rejection. - Jeong-Jik Seo; Hyungil Kim; Wesley De Neve; Yong Man Ro (Image Vis. Comput., 2017)

Multiview Stereoscopic Video Hole Filling Considering Spatiotemporal Consistency and Binocular Symmetry for Synthesized 3D Video. - Hak Gu Kim; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2017)

Learning Spatio-Temporal Features With Partial Expression Sequences for On-the-Fly Prediction. - Wissam J. Baddar; Yong Man Ro (AAAI, 2018)

Facial Dynamics Interpreter Network: What Are the Important Relations Between Local Dynamics for Facial Trait Estimation? - Seong Tae Kim 001; Yong Man Ro (ECCV (12), 2018)

Feature2Mass: Visual Feature Processing in Latent Space for Realistic Labeled Mass Generation. - Jae-Hyeok Lee 001; Seong Tae Kim 001; Hakmin Lee; Yong Man Ro (ECCV Workshops (6), 2018)

Fast Recognition of Human Actions Using Autocorrelation Sequence. - Anh H. Nguyen; Huyen T. T. Tran; Truong Cong Thang; Yong Man Ro (GCCE, 2018)

Stan: Spatio- Temporal Adversarial Networks for Abnormal Event Detection. - Sangmin Lee 001; Hak Gu Kim; Yong Man Ro (ICASSP, 2018)

Object Bounding Box-Critic Networks for Occlusion-Robust Object Detection in Road Scene. - Jung Uk Kim; Jungsu Kwon; Hak Gu Kim; Haesung Lee; Yong Man Ro (ICIP, 2018)

Adversarial Spatial Frequency Domain Critic Learning for Age and Gender Classification. - Sangmin S. Lee; Hak Gu Kim; Ki Hyun Kim; Yong Man Ro (ICIP, 2018)

ICADx: interpretable computer aided diagnosis of breast masses. - Seong Tae Kim 001; Hakmin Lee; Hak Gu Kim; Yong Man Ro (Computer-Aided Diagnosis, 2018)

Session details: Demo + Video + Makers' Program. - Kwanghoon Sohn; Yong Man Ro (ACM Multimedia, 2018)

Teacher and Student Joint Learning for Compact Facial Landmark Detection Network. - Hong Joo Lee 001; Wissam J. Baddar; Hak Gu Kim; Seong Tae Kim 001; Yong Man Ro (MMM (1), 2018)

Convolution with Logarithmic Filter Groups for Efficient Shallow CNN. - Tae Kwan Lee; Wissam J. Baddar; Seong Tae Kim 001; Yong Man Ro (MMM (1), 2018)

VR IQA NET: Deep Virtual Reality Image Quality Assessment using Adversarial Learning. - Heoun-taek Lim; Hak Gu Kim; Yong Man Ro (CoRR, 2018)

Mode Variational LSTM Robust to Unseen Modes of Variation: Application to Facial Expression Recognition. - Wissam J. Baddar; Yong Man Ro (AAAI, 2019)

Building a Breast-Sentence Dataset: Its Usefulness for Computer-Aided Diagnosis. - Hyebin Lee; Seong Tae Kim 001; Yong Man Ro (ICCV Workshops, 2019)

Deep Objective Assessment Model Based on Spatio-Temporal Perception of 360-Degree Video for VR Sickness Prediction. - Ki Hyun Kim; Sangmin Lee 001; Hak Gu Kim; Minho Park 002; Yong Man Ro (ICIP, 2019)

Attentive Layer Separation for Object Classification and Object Localization in Object Detection. - Jung Uk Kim; Yong Man Ro (ICIP, 2019)

Physiological Fusion Net: Quantifying Individual VR Sickness with Content Stimulus and Physiological Response. - Sangmin Lee 001; Seongyeop Kim; Hak Gu Kim; Min Seob Kim; Seokho Yun; Bumseok Jeong; Yong Man Ro (ICIP, 2019)

Probenet: Probing Deep Networks. - Jae-Hyeok Lee 001; Seong Tae Kim 001; Yong Man Ro (ICIP, 2019)

Generative Guiding Block: Synthesizing Realistic Looking Variants Capable of Even Large Change Demands. - Minho Park 002; Hak Gu Kim; Yong Man Ro (ICIP, 2019)

Visual evidence for interpreting diagnostic decision of deep neural network in computer-aided diagnosis. - Seong Tae Kim 001; Jae-Hyeok Lee 001; Yong Man Ro (Computer-Aided Diagnosis, 2019)

Realistic Breast Mass Generation Through BIRADS Category. - Hakmin Lee; Seong Tae Kim 001; Jae-Hyeok Lee 001; Yong Man Ro (MICCAI (6), 2019)

Generation of Multimodal Justification Using Visual Word Constraint Model for Explainable Computer-Aided Diagnosis. - Hyebin Lee; Seong Tae Kim 001; Yong Man Ro (iMIMIC/ML-CDS@MICCAI, 2019)

Region-guided adversarial learning for anatomical landmark detection in uterus ultrasound image. - Hong Joo Lee 001; Hak Gu Kim; Hyenok Park; Dongkuk Shin; Yong Man Ro (Image Processing, 2019)

Photo-Realistic Facial Emotion Synthesis Using Multi-level Critic Networks with Multi-level Generative Model. - Minho Park 002; Hak Gu Kim; Yong Man Ro (MMM (2), 2019)

Implementation of multimodal biometric recognition via multi-feature deep learning networks and feature fusion. - Leslie Ching Ow Tiong; Seong Tae Kim 001; Yong Man Ro (Multim. Tools Appl., 2019)

Multi-Objective Based Spatio-Temporal Feature Representation Learning Robust to Expression Intensity Variations for Facial Expression Recognition. - Dae Hoe Kim; Wissam J. Baddar; Jinhyeok Jang; Yong Man Ro (IEEE Trans. Affect. Comput., 2019)

Binocular Fusion Net: Deep Learning Visual Comfort Assessment for Stereoscopic 3D. - Hak Gu Kim; Hyunwook Jeong; Heoun-taek Lim; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2019)

Attended Relation Feature Representation of Facial Dynamics for Facial Authentication. - Seong Tae Kim 001; Yong Man Ro (IEEE Trans. Inf. Forensics Secur., 2019)

VRSA Net: VR Sickness Assessment Considering Exceptional Motion for 360° VR Video. - Hak Gu Kim; Heoun-taek Lim; Sangmin Lee 001; Yong Man Ro (IEEE Trans. Image Process., 2019)

Robust Ensemble Model Training via Random Layer Sampling Against Adversarial Attack. - Hakmin Lee; Hong Joo Lee 001; Seong Tae Kim 001; Yong Man Ro (BMVC, 2020)

Structure Boundary Preserving Segmentation for Medical Image With Ambiguous Boundary. - Hong Joo Lee 001; Jung Uk Kim; Sangmin Lee 001; Hak Gu Kim; Yong Man Ro (CVPR, 2020)

SACA Net: Cybersickness Assessment of Individual Viewers for VR Content via Graph-Based Symptom Relation Embedding. - Sangmin Lee 001; Jung Uk Kim; Hak Gu Kim; Seongyeop Kim; Yong Man Ro (ECCV (23), 2020)

Towards High-Performance Object Detection: Task-Specific Design Considering Classification and Localization Separation. - Jung Uk Kim; Seong Tae Kim 001; Eun Sung Kim; Sang-Keun Moon; Yong Man Ro (ICASSP, 2020)

Video Frame Interpolation Via Exceptional Motion-Aware Synthesis. - Minho Park 002; Sangmin Lee 001; Yong Man Ro (ICASSP, 2020)

Fake Video Detection With Certainty-Based Attention Network. - Dae Hwi Choi; Hong Joo Lee 001; Sangmin Lee 001; Jung Uk Kim; Yong Man Ro (ICIP, 2020)

Comprehensive Facial Expression Synthesis Using Human-Interpretable Language. - Joanna Hong; Jung Uk Kim; Sangmin Lee 001; Yong Man Ro (ICIP, 2020)

Learning Style Correlation for Elaborate Few-Shot Classification. - Junho Kim; Minsu Kim 001; Jung Uk Kim; Hong Joo Lee 001; Sangmin Lee 001; Joanna Hong; Yong Man Ro (ICIP, 2020)

Class Incremental Learning With Task-Selection. - Eun Sung Kim; Jung Uk Kim; Sangmin Lee 001; Sang-Keun Moon; Yong Man Ro (ICIP, 2020)

Revisiting Role of Autoencoders in Adversarial Settings. - Byeong Cheon Kim; Jung Uk Kim; Hakmin Lee; Yong Man Ro (ICIP, 2020)

Robust Video Facial Authentication With Unsupervised Mode Disentanglement. - Minsu Kim 001; Hong Joo Lee 001; Sangmin Lee 001; Yong Man Ro (ICIP, 2020)

Estimating VR Sickness Caused By Camera Shake in VR Videography. - Seongyeop Kim; Sangmin Lee 001; Yong Man Ro (ICIP, 2020)

Towards Human-Like Interpretable Object Detection Via Spatial Relation Encoding. - Jung Uk Kim; Sungjune Park; Yong Man Ro (ICIP, 2020)

Unsupervised Disentangling of Viewpoint and Residues Variations by Substituting Representations for Robust Face Recognition. - Minsu Kim 001; Joanna Hong; Junho Kim; Hong Joo Lee 001; Yong Man Ro (ICPR, 2020)

Face Tells Detailed Expression: Generating Comprehensive Facial Expression Sentence Through Facial Action Units. - Joanna Hong; Hong Joo Lee 001; Yelin Kim; Yong Man Ro (MMM (2), 2020)

Deep Learning-Based Video Retrieval Using Object Relationships and Associated Audio Classes. - Byoungjun Kim; Ji Yea Shim; Minho Park 002; Yong Man Ro (MMM (2), 2020)

IVIST: Interactive VIdeo Search Tool in VBS 2020. - Sungjune Park; Jaeyub Song; Minho Park 002; Yong Man Ro (MMM (2), 2020)

Dual-Branch Structured De-Striping Convolution Network Using Parametric Noise Model. - Jongho Lee; Yong Man Ro (IEEE Access, 2020)

Efficient Ensemble Model Generation for Uncertainty Estimation with Bayesian Approximation in Segmentation. - Hong Joo Lee 001; Seong Tae Kim 001; Hakmin Lee; Nassir Navab; Yong Man Ro (CoRR, 2020)

Investigating Vulnerability to Adversarial Examples on Multimodal Data Fusion in Deep Learning. - Youngjoon Yu; Hong Joo Lee 001; Byeong Cheon Kim; Jung Uk Kim; Yong Man Ro (CoRR, 2020)

Multimodal facial biometrics recognition: Dual-stream convolutional neural networks with multi-feature fusion layers. - Leslie Ching Ow Tiong; Seong Tae Kim 001; Yong Man Ro (Image Vis. Comput., 2020)

Encoding features robust to unseen modes of variation with attentive long short-term memory. - Wissam J. Baddar; Yong Man Ro (Pattern Recognit., 2020)

BBC Net: Bounding-Box Critic Network for Occlusion-Robust Object Detection. - Jung Uk Kim; Jungsu Kwon; Hak Gu Kim; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2020)

Deep Virtual Reality Image Quality Assessment With Human Perception Guider for Omnidirectional Image. - Hak Gu Kim; Heoun-taek Lim; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2020)

Lightweight and Effective Facial Landmark Detection using Adversarial Learning with Face Geometric Map Generative Network. - Hong Joo Lee 001; Seong Tae Kim 001; Hakmin Lee; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2020)

MCSIP Net: Multichannel Satellite Image Prediction via Deep Neural Network. - Jae-Hyeok Lee 001; Sangmin S. Lee; Hak Gu Kim; Sa-Kwang Song; Seongchan Kim; Yong Man Ro (IEEE Trans. Geosci. Remote. Sens., 2020)

BMAN: Bidirectional Multi-Scale Aggregation Networks for Abnormal Event Detection. - Sangmin Lee 001; Hak Gu Kim; Yong Man Ro (IEEE Trans. Image Process., 2020)

Towards a Better Understanding of VR Sickness: Physical Symptom Prediction for VR Contents. - Hak Gu Kim; Sangmin Lee 001; Seongyeop Kim; Heoun-taek Lim; Yong Man Ro (AAAI, 2021)

Visual Comfort Aware-Reinforcement Learning for Depth Adjustment of Stereoscopic 3D Images. - Hak Gu Kim; Minho Park 002; Sangmin Lee 001; Seongyeop Kim; Yong Man Ro (AAAI, 2021)

M-CAM: Visual Explanation of Challenging Conditioned Dataset with Bias-reducing Memory. - Seongyeop Kim; Yong Man Ro (BMVC, 2021)

Video Prediction Recalling Long-Term Motion Context via Memory Alignment Learning. - Sangmin Lee 001; Hak Gu Kim; Dae Hwi Choi; Hyung-Il Kim; Yong Man Ro (CVPR, 2021)

Towards Robust Training of Multi-Sensor Data Fusion Network Against Adversarial Examples in Semantic Segmentation. - Youngjoon Yu; Hong Joo Lee 001; Byeong Cheon Kim; Jung Uk Kim; Yong Man Ro (ICASSP, 2021)

Multi-modality Associative Bridging through Memory: Speech Sound Recollected from Face Video. - Minsu Kim 001; Joanna Hong; Se Jin Park; Yong Man Ro (ICCV, 2021)

Robust Small-scale Pedestrian Detection with Cued Recall via Memory Learning. - Jung Uk Kim; Sungjune Park; Yong Man Ro (ICCV, 2021)

Interpretation of Lesional Detection via Counterfactual Generation. - Junho Kim; Minsu Kim 001; Yong Man Ro (ICIP, 2021)

Robust Decision-Based Black-Box Adversarial Attack via Coarse-To-Fine Random Search. - Byeong Cheon Kim; Youngjoon Yu; Yong Man Ro (ICIP, 2021)

Adversarially Robust Multi-Sensor Fusion Model Training Via Random Feature Fusion For Semantic Segmentation. - Hong Joo Lee 001; Yong Man Ro (ICIP, 2021)

IVIST: Interactive Video Search Tool in VBS 2021. - Yoonho Lee 002; Heeju Choi; Sungjune Park; Yong Man Ro (MMM (2), 2021)

Robust Multispectral Pedestrian Detection via Uncertainty-Aware Cross-Modal Learning. - Sungjune Park; Jung Uk Kim; Yeongyun Kim; Sang-Keun Moon; Yong Man Ro (MMM (1), 2021)

Lip to Speech Synthesis with Visual Context Attentional GAN. - Minsu Kim 001; Joanna Hong; Yong Man Ro (NeurIPS, 2021)

Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck. - Junho Kim; Byung-Kwan Lee; Yong Man Ro (NeurIPS, 2021)

Adversarially Robust Hyperspectral Image Classification via Random Spectral Sampling and Spectral Shape Encoding. - Sungjune Park; Hong Joo Lee 001; Yong Man Ro (IEEE Access, 2021)

Speech Reconstruction With Reminiscent Sound Via Visual Voice Memory. - Joanna Hong; Minsu Kim 001; Se Jin Park; Yong Man Ro (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

CUA Loss: Class Uncertainty-Aware Gradient Modulation for Robust Object Detection. - Jung Uk Kim; Seong-Tae Kim 001; Hong Joo Lee 001; Sangmin Lee 001; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2021)

Robust Video Frame Interpolation With Exceptional Motion Map. - Minho Park 002; Hak Gu Kim; Sangmin Lee 001; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2021)

Towards Versatile Pedestrian Detector with Multisensory-Matching and Multispectral Recalling Memory. - Jung Uk Kim; Sungjune Park; Yong Man Ro (AAAI, 2022)

Distinguishing Homophenes Using Multi-Head Visual-Audio Memory for Lip Reading. - Minsu Kim 001; Jeong Hun Yeo; Yong Man Ro (AAAI, 2022)

SyncTalkFace: Talking Face Generation with Precise Lip-Syncing via Audio-Lip Memory. - Se Jin Park; Minsu Kim 001; Joanna Hong; Jeongsoo Choi; Yong Man Ro (AAAI, 2022)

Weakly Paired Associative Learning for Sound and Image Representations via Bimodal Associative Memory. - Sangmin Lee 001; Hyung-Il Kim; Yong Man Ro (CVPR, 2022)

Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network. - Byung-Kwan Lee; Junho Kim; Yong Man Ro (CVPR, 2022)

VisageSynTalk: Unseen Speaker Video-to-Speech Synthesis via Speech-Visage Feature Selection. - Joanna Hong; Minsu Kim 001; Yong Man Ro (ECCV (36), 2022)

Speaker-Adaptive Lip Reading with User-Dependent Padding. - Minsu Kim 001; Hyunjun Kim; Yong Man Ro (ECCV (36), 2022)

Audio-Visual Mismatch-Aware Video Retrieval via Association and Adjustment. - Sangmin Lee 001; Sungjune Park; Yong Man Ro (ECCV (14), 2022)

Map: Multispectral Adversarial Patch to Attack Person Detection. - Taeheon Kim; Hong Joo Lee 001; Yong Man Ro (ICASSP, 2022)

Robust Thermal Infrared Pedestrian Detection By Associating Visible Pedestrian Knowledge. - Sungjune Park; Dae Hwi Choi; Jung Uk Kim; Yong Man Ro (ICASSP, 2022)

Visual Context-driven Audio Feature Enhancement for Robust End-to-End Audio-Visual Speech Recognition. - Joanna Hong; Minsu Kim 001; Daehun Yoo; Yong Man Ro (INTERSPEECH, 2022)

Defending Physical Adversarial Attack on Object Detection via Adversarial Patch-Feature Energy. - Taeheon Kim; Youngjoon Yu; Yong Man Ro (ACM Multimedia, 2022)

IVIST: Interactive Video Search Tool in VBS 2022. - Sangmin Lee 001; Sungjune Park; Yong Man Ro (MMM (2), 2022)

Defending Against Person Hiding Adversarial Patch Attack with a Universal White Frame. - Youngjoon Yu; Hong Joo Lee 001; Hakmin Lee; Yong Man Ro (CoRR, 2022)

Meta Input: How to Leverage Off-the-Shelf Deep Neural Networks. - Minsu Kim 001; Youngjoon Yu; Sungjune Park; Yong Man Ro (CoRR, 2022)

On-the-Fly Facial Expression Prediction Using LSTM Encoded Appearance-Suppressed Dynamics. - Wissam J. Baddar; Sangmin Lee 001; Yong Man Ro (IEEE Trans. Affect. Comput., 2022)

Face Shape-Guided Deep Feature Alignment for Face Recognition Robust to Face Misalignment. - Hyung-Il Kim; Kimin Yun; Yong Man Ro (IEEE Trans. Biom. Behav. Identity Sci., 2022)

Uncertainty-Guided Cross-Modal Learning for Robust Multispectral Pedestrian Detection. - Jung Uk Kim; Sungjune Park; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2022)

Assessing Individual VR Sickness Through Deep Feature Fusion of VR Video and Physiological Response. - Sangmin Lee 001; Seongyeop Kim; Hak Gu Kim; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2022)

Robust Perturbation for Visual Explanation: Cross-Checking Mask Optimization to Avoid Class Distortion. - Junho Kim; Seongyeop Kim; Seong Tae Kim 001; Yong Man Ro (IEEE Trans. Image Process., 2022)

Defending Person Detection Against Adversarial Patch Attack by Using Universal Defensive Frame. - Youngjoon Yu; Hong Joo Lee 001; Hakmin Lee; Yong Man Ro (IEEE Trans. Image Process., 2022)

CroMM-VSR: Cross-Modal Memory Augmented Visual Speech Recognition. - Minsu Kim 001; Joanna Hong; Se Jin Park; Yong Man Ro (IEEE Trans. Multim., 2022)

Deep Visual Forced Alignment: Learning to Align Transcription with Talking Face Video. - Minsu Kim 001; Chae Won Kim; Yong Man Ro (AAAI, 2023)

Multispectral Invisible Coating: Laminated Visible-Thermal Physical Attack against Multispectral Object Detectors Using Transparent Low-E Films. - Taeheon Kim; Youngjoon Yu; Yong Man Ro (AAAI, 2023)

Watch or Listen: Robust Audio-Visual Speech Recognition with Visual Corruption Modeling and Reliability Scoring. - Joanna Hong; Minsu Kim 001; Jeongsoo Choi; Yong Man Ro (CVPR, 2023)

Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression. - Junho Kim; Byung-Kwan Lee; Yong Man Ro (CVPR, 2023)

Intuitive Multilingual Audio-Visual Speech Recognition with a Single-Trained Model. - Joanna Hong; Se Jin Park; Yong Man Ro (EMNLP (Findings), 2023)

Lip-to-Speech Synthesis in the Wild with Multi-Task Learning. - Minsu Kim 001; Joanna Hong; Yong Man Ro (ICASSP, 2023)

Similarity Relation Preserving Cross-Modal Learning for Multispectral Pedestrian Detection Against Adversarial Attacks. - Jung Uk Kim; Yong Man Ro (ICASSP, 2023)

Multi-Temporal Lip-Audio Memory for Visual Speech Recognition. - Jeong Hun Yeo; Minsu Kim 001; Yong Man Ro (ICASSP, 2023)

DiffV2S: Diffusion-based Video-to-Speech Synthesis with Vision-guided Speaker Embedding. - Jeongsoo Choi; Joanna Hong; Yong Man Ro (ICCV, 2023)

Lip Reading for Low-resource Languages by Learning and Combining General Speech Knowledge and Language-specific Knowledge. - Minsu Kim 001; Jeong Hun Yeo; Jeongsoo Choi; Yong Man Ro (ICCV, 2023)

Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning. - Byung-Kwan Lee; Junho Kim; Yong Man Ro (ICCV, 2023)

Mitigating Dataset Bias in Image Captioning Through Clip Confounder-Free Captioning Network. - Yeonju Kim; Junho Kim; Byung-Kwan Lee; Sebin Shin; Yong Man Ro (ICIP, 2023)

Robust Multispectral Pedestrian Detection Via Spectral Position-Free Feature Mapping. - Sungjune Park; Jung Uk Kim; Jin Mo Song; Yong Man Ro (ICIP, 2023)

Intelligible Lip-to-Speech Synthesis with Speech Units. - Jeongsoo Choi; Minsu Kim 001; Yong Man Ro (INTERSPEECH, 2023)

Exploring Phonetic Context in Lip Movement for Authentic Talking Face Generation. - Se Jin Park; Minsu Kim 001; Jeongsoo Choi; Yong Man Ro (CoRR, 2023)

Reprogramming Audio-driven Talking Face Synthesis into Text-driven. - Jeongsoo Choi; Minsu Kim 001; Se Jin Park; Yong Man Ro (CoRR, 2023)

Many-to-Many Spoken Language Translation via Unified Speech and Text Representation Learning with Unit-to-Unit Translation. - Minsu Kim 001; Jeongsoo Choi; Dahun Kim; Yong Man Ro (CoRR, 2023)

Visual Speech Recognition for Low-resource Languages with Automatic Labels From Whisper Model. - Jeong Hun Yeo; Minsu Kim 001; Shinji Watanabe 001; Yong Man Ro (CoRR, 2023)

DF-3DFace: One-to-Many Speech Synchronized 3D Face Animation with Diffusion. - Se Jin Park; Joanna Hong; Minsu Kim 001; Yong Man Ro (CoRR, 2023)

Causal Unsupervised Semantic Segmentation. - Junho Kim; Byung-Kwan Lee; Yong Man Ro (CoRR, 2023)

Incorporating Language-Driven Appearance Knowledge Units with Visual Cues in Pedestrian Detection. - Sungjune Park; Hyunjun Kim; Yong Man Ro (CoRR, 2023)

Robust Proxy: Improving Adversarial Robustness by Robust Proxy Learning. - Hong Joo Lee 001; Yong Man Ro (IEEE Trans. Inf. Forensics Secur., 2023)

Stereoscopic Vision Recalling Memory for Monocular 3D Object Detection. - Jung Uk Kim; Hyung-Il Kim; Yong Man Ro (IEEE Trans. Image Process., 2023)

Adversarial anchor-guided feature refinement for adversarial defense. - Hakmin Lee; Yong Man Ro (Image Vis. Comput., 2023)

Improving Open Set Recognition via Visual Prompts Distilled from Common-Sense Knowledge. - Seongyeop Kim; Hyung-Il Kim; Yong Man Ro (AAAI, 2024)

CoLLaVO: Crayon Large Language and Vision mOdel. - Byung-Kwan Lee; Beomchan Park; Chae Won Kim; Yong Man Ro (ACL (Findings), 2024)

Let's Go Real Talk: Spoken Dialogue Model for Face-to-Face Conversation. - Se Jin Park; Chae Won Kim; Hyeongseop Rha; Minsu Kim 001; Joanna Hong; Jeong Hun Yeo; Yong Man Ro (ACL (1), 2024)

AV2AV: Direct Audio-Visual Speech to Audio-Visual Speech Translation with Unified Audio-Visual Speech Representation. - Jeongsoo Choi; Se Jin Park; Minsu Kim 001; Yong Man Ro (CVPR, 2024)

Causal Mode Multiplexer: A Novel Framework for Unbiased Multispectral Pedestrian Detection. - Taeheon Kim; Sebin Shin; Youngjoon Yu; Hak Gu Kim; Yong Man Ro (CVPR, 2024)

MoAI: Mixture of All Intelligence for Large Language and Vision Models. - Byung-Kwan Lee; Beomchan Park; Chae Won Kim; Yong Man Ro (ECCV (49), 2024)

What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-modal Models. - Junho Kim; Yeonju Kim; Yong Man Ro (EMNLP (Findings), 2024)

TroL: Traversal of Layers for Large Language and Vision Models. - Byung-Kwan Lee; Sangyun Chung; Chae Won Kim; Beomchan Park; Yong Man Ro (EMNLP, 2024)

Where Visual Speech Meets Language: VSP-LLM Framework for Efficient and Context-Aware Visual Speech Processing. - Jeong Hun Yeo; Seunghee Han; Minsu Kim 001; Yong Man Ro (EMNLP (Findings), 2024)

Text-Driven Talking Face Synthesis by Reprogramming Audio-Driven Models. - Jeongsoo Choi; Minsu Kim 001; Se Jin Park; Yong Man Ro (ICASSP, 2024)

Persona Extraction Through Semantic Similarity for Emotional Support Conversation Generation. - Seunghee Han; Se Jin Park; Chae Won Kim; Yong Man Ro (ICASSP, 2024)

Towards Practical and Efficient Image-to-Speech Captioning with Vision-Language Pre-Training and Multi-Modal Tokens. - Minsu Kim 001; Jeongsoo Choi; Soumi Maiti; Jeong Hun Yeo; Shinji Watanabe 001; Yong Man Ro (ICASSP, 2024)

Hyperspectral Skin Vision Challenge: Can Your Camera See Beyond Your Skin? - Pai Chet Ng; Zhixiang Chi; Malcolm Y. H. Low; Juwei Lu; Konstantinos N. Plataniotis; Nikolaos V. Boulgouris; Thirimachos Bourlai; Yong Man Ro (ICASSP Workshops, 2024)

Exploring Phonetic Context-Aware Lip-Sync for Talking Face Generation. - Se Jin Park; Minsu Kim 001; Jeongsoo Choi; Yong Man Ro (ICASSP, 2024)

Visual Speech Recognition for Languages with Limited Labeled Data Using Automatic Labels from Whisper. - Jeong Hun Yeo; Minsu Kim 001; Shinji Watanabe 001; Yong Man Ro (ICASSP, 2024)

Weather-Aware Drone-View Object Detection Via Environmental Context Understanding. - Hyunjun Kim; Dahye Lee; Sungjune Park; Yong Man Ro (ICIP, 2024)

Efficient Training for Multilingual Visual Speech Recognition: Pre-training with Discretized Visual Speech Representation. - Minsu Kim 001; Jeong Hun Yeo; Se Jin Park; Hyeongseop Rha; Yong Man Ro (ACM Multimedia, 2024)

CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models. - Junho Kim; Hyunjun Kim; Yeonju Kim; Yong Man Ro (NeurIPS, 2024)

Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models. - Byung-Kwan Lee; Chae Won Kim; Beomchan Park; Yong Man Ro (NeurIPS, 2024)

Multilingual Visual Speech Recognition with a Single Model by Learning with Discrete Visual Speech Units. - Minsu Kim 001; Jeong Hun Yeo; Jeongsoo Choi; Se Jin Park; Yong Man Ro (CoRR, 2024)

TMT: Tri-Modal Translation between Speech, Image, and Text by Processing Different Modalities as Different Languages. - Minsu Kim 001; Jee-weon Jung; Hyeongseop Rha; Soumi Maiti; Siddhant Arora; Xuankai Chang; Shinji Watanabe 001; Yong Man Ro (CoRR, 2024)

What if...?: Counterfactual Inception to Mitigate Hallucination Effects in Large Multimodal Models. - Junho Kim; Yeonju Kim; Yong Man Ro (CoRR, 2024)

SPARK: Multi-Vision Sensor Perception and Reasoning Benchmark for Large-scale Vision-Language Models. - Youngjoon Yu; Sangyun Chung; Byung-Kwan Lee; Yong Man Ro (CoRR, 2024)

Phantom of Latent for Large Language and Vision Models. - Byung-Kwan Lee; Sangyun Chung; Chae Won Kim; Beomchan Park; Yong Man Ro (CoRR, 2024)

Revisiting Misalignment in Multispectral Pedestrian Detection: A Language-Driven Approach for Cross-modal Alignment Fusion. - Taeheon Kim; Sangyun Chung; Youngjoon Yu; Yong Man Ro (CoRR, 2024)

Look Every Frame All at Once: Video-Ma2mba for Efficient Long-form Video Understanding with Multi-Axis Gradient Checkpointing. - Hosu Lee; Junho Kim; Hyunjun Kim; Yong Man Ro (CoRR, 2024)

AV-EmoDialog: Chat with Audio-Visual Users Leveraging Emotional Cues. - Se Jin Park; Yeonju Kim; Hyeongseop Rha; Bella Godiva; Yong Man Ro (CoRR, 2024)

Empathetic Response in Audio-Visual Conversations Using Emotion Preference Optimization and MambaCompressor. - Yeonju Kim; Se Jin Park; Yong Man Ro (CoRR, 2024)

Long-Form Speech Generation with Spoken Language Models. - Se Jin Park; Julian Salazar; Aren Jansen; Keisuke Kinoshita; Yong Man Ro; R. J. Skerry-Ryan (CoRR, 2024)

Are Vision-Language Models Truly Understanding Multi-vision Sensor? - Sangyun Chung; Youngjoon Yu; Youngchae Chee; Se Yeon Kim; Byung-Kwan Lee; Yong Man Ro (CoRR, 2024)

Text-guided distillation learning to diversify video embeddings for text-video retrieval. - Sangmin Lee 001; Hyung-Il Kim; Yong Man Ro (Pattern Recognit., 2024)

Robust pedestrian detection via constructing versatile pedestrian knowledge bank. - Sungjune Park; Hyunjun Kim; Yong Man Ro (Pattern Recognit., 2024)

Textless Unit-to-Unit Training for Many-to-Many Multilingual Speech-to-Speech Translation. - Minsu Kim 001; Jeongsoo Choi; Dahun Kim; Yong Man Ro (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Defending Video Recognition Model Against Adversarial Perturbations via Defense Patterns. - Hong Joo Lee 001; Yong Man Ro (IEEE Trans. Dependable Secur. Comput., 2024)

AKVSR: Audio Knowledge Empowered Visual Speech Recognition by Compressing Audio Knowledge of a Pretrained Model. - Jeong Hun Yeo; Minsu Kim 001; Jeongsoo Choi; Dae Hoe Kim; Yong Man Ro (IEEE Trans. Multim., 2024)

Integrating Language-Derived Appearance Elements With Visual Cues in Pedestrian Detection. - Sungjune Park; Hyunjun Kim; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2024)

Advancing Adversarial Training by Injecting Booster Signal. - Hong Joo Lee 001; Youngjoon Yu; Yong Man Ro (IEEE Trans. Neural Networks Learn. Syst., 2024)

Personalized Lip Reading: Adapting to Your Unique Lip Movements with Vision and Language. - Jeong Hun Yeo; Chae Won Kim; Hyunjun Kim; Hyeongseop Rha; Seunghee Han; Wen-Huang Cheng; Yong Man Ro (AAAI, 2025)

MMS-LLaMA: Efficient LLM-based Audio-Visual Speech Recognition with Minimal Multimodal Speech Tokens. - Jeong Hun Yeo; Hyeongseop Rha; Se Jin Park; Yong Man Ro (ACL (Findings), 2025)

SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis. - Junho Kim; Hyunjun Kim; Hosu Lee; Yong Man Ro (CVPR, 2025)

VLsI: Verbalized Layers-to-Interactions from Large to Small Vision Language Models. - Byung-Kwan Lee; Ryo Hachiuma; Yu-Chiang Frank Wang; Yong Man Ro; Yueh-Hua Wu (CVPR, 2025)

Enabling Visual Object Detection With Object Sounds via Visual Modality Recalling Memory. - Jung Uk Kim; Yong Man Ro (IEEE Trans. Neural Networks Learn. Syst., 2025)

Prompt Tuning of Deep Neural Networks for Speaker-Adaptive Visual Speech Recognition. - Minsu Kim 001; Hyung-Il Kim; Yong Man Ro (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Zero-AVSR: Zero-Shot Audio-Visual Speech Recognition with LLMs by Learning Language-Agnostic Speech Representations. - Jeong Hun Yeo; Minsu Kim 001; Chae Won Kim; Stavros Petridis; Yong Man Ro (CoRR, 2025)

DIP-R1: Deep Inspection and Perception with RL Looking Through and Understanding Complex Scenes. - Sungjune Park; Hyunjun Kim; Junho Kim; Seongho Kim; Yong Man Ro (CoRR, 2025)

Language-guided Learning for Object Detection Tackling Multiple Variations in Aerial Images. - Sungjune Park; Hyunjun Kim; Beomchan Park; Yong Man Ro (CoRR, 2025)

MSCoTDet: Language-Driven Multi-Modal Fusion for Improved Multispectral Pedestrian Detection. - Taeheon Kim; Sangyun Chung; Damin Yeom; Youngjoon Yu; Hak Gu Kim; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2025)

ReFoCUS: Reinforcement-guided Frame Optimization for Contextual Understanding. - Hosu Lee; Junho Kim; Hyunjun Kim; Yong Man Ro (CoRR, 2025)

GenRecal: Generation after Recalibration from Large to Small Vision-Language Models. - Byung-Kwan Lee; Ryo Hachiuma; Yong Man Ro; Yu-Chiang Frank Wang; Yueh-Hua Wu (CoRR, 2025)

Remote Sensing Large Vision-Language Model: Semantic-augmented Multi-level Alignment and Semantic-aware Expert Modeling. - Sungjune Park; Yeongyun Kim; Se Yeon Kim; Yong Man Ro (CoRR, 2025)

Advancing Causal Intervention in Image Captioning With Causal Prompt. - Youngjoon Yu; Yeonju Kim; Yong Man Ro (IEEE Trans. Neural Networks Learn. Syst., 2025)