Jae Young Choi

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 31

Top Topics

Mri Segmentation

Convolutional Neural Networks

Face Recognition

Feature Representation

Top Venues

Multim. Tools Appl.

IEICE Trans. Inf. Syst.

IEEE Trans. Multim.

Publications

Jichung Song, Jae Young Choi, Byung-Wook Lee, Dong-Myung Eom, Chang-Hyun Song
Visualizing a Cold Stress-Specific Pulse Wave in Traditional Pulse Diagnosis ('Tight Pulse') Correlated with Vascular Changes in the Radial Artery Induced by a Cold Pressor Trial. Sensors 24 (7) (2024)
Min Ho Kwak, Youngwoo Kim, Kang-In Lee, Jae Young Choi
Convolution Block Feature Addition Module (CBFAM) for Lightweight and Fast Object Detection on Non-GPU Devices. IEICE Trans. Inf. Syst. 106 (5) (2023)
Jae Young Choi, Bumshik Lee
Combining Deep Convolutional Neural Networks With Stochastic Ensemble Weight Optimization for Facial Expression Recognition in the Wild. IEEE Trans. Multim. 25 (2023)
Nagaraj Yamanakkanavar, Jae Young Choi, Bumshik Lee
SM-SegNet: A Lightweight Squeeze M-SegNet for Tissue Segmentation in Brain MRI Scans. Sensors 22 (14) (2022)
Jung-Kyu Jung, Jae Young Choi
Choice and allocation characteristics of faculty time in Korea: effects of tenure, research performance, and external shock. Scientometrics 127 (5) (2022)
Chaitra Dayananda, Jae Young Choi, Bumshik Lee
A Squeeze U-SegNet Architecture Based on Residual Convolution for Brain MRI Segmentation. IEEE Access 10 (2022)
Nagaraj Yamanakkanavar, Jae Young Choi, Bumshik Lee
Multiscale and Hierarchical Feature-Aggregation Network for Segmenting Medical Images. Sensors 22 (9) (2022)
Junhwa Choi, Jae Young Choi
The effects of R&D cooperation on innovation performance in the knowledge-intensive business services industry: focusing on the moderating effect of the R&D-dedicated labor ratio. Technol. Anal. Strateg. Manag. 33 (4) (2021)
Chaitra Dayananda, Wonsang You, Jae Young Choi, Bumshik Lee
Skin lesion segmentation in dermoscopic images using CNN architecture. ICTC (2021)
Kyeong Tae Kim, Bumshik Lee, Jae Young Choi
3D-2D deep convolutional neural network (DCNN) Cascade for robust video face identification. Multim. Tools Appl. 80 (3) (2021)
Nagaraj Yamanakkanavar, Jae Young Choi, Bumshik Lee
MRI Segmentation and Classification of Human Brain Using Deep Learning for Diagnosis of Alzheimer's Disease: A Survey. Sensors 20 (11) (2020)
Jae Young Choi, Bumshik Lee
Combining of Multiple Deep Networks via Ensemble Generalization Loss, Based on MRI Images, for Alzheimer's Disease Classification. IEEE Signal Process. Lett. 27 (2020)
Sarala Ghimire, Jae Young Choi, Bumshik Lee
Using Blockchain for Improved Video Integrity Verification. IEEE Trans. Multim. 22 (1) (2020)
Jae Young Choi, Bumshik Lee
Ensemble of Deep Convolutional Neural Networks With Gabor Face Representations for Face Recognition. IEEE Trans. Image Process. 29 (2020)
Bumshik Lee, Waqas Ellahi, Jae Young Choi
Using Deep CNN with Data Permutation Scheme for Classification of Alzheimer's Disease in Structural Magnetic Resonance Imaging (sMRI). IEICE Trans. Inf. Syst. (7) (2019)
Jae Young Choi
Weighted fusion joint bayesian metric with patch-based facial region-specific features for face identification. Multim. Tools Appl. 78 (17) (2019)
Muhammad Ammar Malik, Jae Young Choi, Moonsoo Kang, Bumshik Lee
Improved Majority Filtering Algorithm for Cleaning Class Label Noise in Supervised Learning. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (11) (2019)
Junghyo Lee, Junghun Kim, Jae Young Choi
The adoption of virtual reality devices: The technology acceptance model integrating enjoyment, social interaction, and strength of the social ties. Telematics Informatics 39 (2019)
Jae Young Choi
Spatial pyramid face feature representation and weighted dissimilarity matching for improved face recognition. Vis. Comput. 34 (11) (2018)
Bumshik Lee, Jae Young Choi
A Rate Perceptual-Distortion Optimized Video Coding HEVC. IEICE Trans. Inf. Syst. (12) (2018)
Jae Young Choi
Color compensation via color-flow representation and eigenspace manifold learning for robust color-invariant face recognition. Multidimens. Syst. Signal Process. 29 (1) (2018)
Seokkyun Woo, Jae Young Choi
Knowledge sources and recombination capabilities in developing new convergent products. Technol. Anal. Strateg. Manag. 30 (2) (2018)
Kyunam Kim, Jungwoo Shin, Jae Young Choi
Impact Analysis of Economic Contributors on Knowledge Creation Activity by Using the Symmetric Decomposition Method. Symmetry 9 (11) (2017)
Junghun Kim, Sangkyu Park, Heecheon Cho, Junsang Kim, Jae Young Choi
Public trust in a mobile device and service policy in South Korea: The Mobile Device Distribution Improvement Act. Telematics Informatics 34 (2) (2017)
Jae Young Choi, Gyoo Gun Lim, Mi Na Woo
A Study on the Anonymity Perceptions Impacting on Posting Malicious Messages in Online Communitie. PACIS (2016)
Jae Young Choi, Dae Hoe Kim, Konstantinos N. Plataniotis, Yong Man Ro
Classifier ensemble generation and selection with multiple feature representations for classification applications in computer-aided detection and diagnosis on mammography. Expert Syst. Appl. 46 (2016)
Hyungil Kim, Jae Young Choi, Seung-Ho Lee, Yong Man Ro
Feature scalability for a low complexity face recognition with unconstrained spatial resolution. Multim. Tools Appl. 75 (12) (2016)
Jae Young Choi
Feature Subspace Estimation for Resolving Dimensionality Mismatch in Practical Color-Based Face Recognition Systems. Int. J. Pattern Recognit. Artif. Intell. 30 (4) (2016)
Jungwoo Shin, Jae Young Choi, Daeho Lee
Model for studying commodity bundling with a focus on consumer preference: Evidence from the Korean telecommunications market. Simul. 92 (4) (2016)
Seongkyoon Jeong, Jong-Chan Kim, Jae Young Choi
Technology convergence: What developmental stage are we in? Scientometrics 104 (3) (2015)
Dae Hoe Kim, Jae Young Choi, Yong Man Ro
Region based stellate features combined with variable selection using AdaBoost learning in mammographic computer-aided detection. Comput. Biol. Medicine 63 (2015)
Semin Kim, Jae Young Choi, Seungwan Han, Yong Man Ro
Adaptive weighted fusion with new spatial and temporal fingerprints for improved video copy detection. Signal Process. Image Commun. 29 (7) (2014)
Seung Yoon Park, Jae Young Choi, Jong Pil Jeong
AMM-PF: Additional Mobility Management Scheme Based on Pointer Forwarding in PMIPv6 Networks. GPC (2013)
Jae Young Choi, Bong Dae Choi
Mathematical Analysis of Call Admission Control in Mobile Hotspots. IEICE Trans. Commun. (11) (2013)
Jaehyun Jeon, Jae Young Choi, Sihyoung Lee, Yong Man Ro
Multiple ROI selection based focal liver lesion classification in ultrasound images. Expert Syst. Appl. 40 (2) (2013)
Chulhee Cho, Jae Young Choi, Younghwa Cho, Jong Pil Jeong
CE-SeMMS: Cost-Effective and Secure Mobility Management Scheme Based on SIP in NEMO Environments. GPC (2013)
Dae Hoe Kim, Jae Young Choi, Yong Man Ro
Boosting framework for mammographic mass classification with combination of CC and MLO view information. Medical Imaging: Computer-Aided Diagnosis (2013)
Jae Young Choi, Jungwoo Shin, Jongsu Lee
Strategic demand forecasts for the tablet PC market using the Bayesian mixed logit model and market share simulations. Behav. Inf. Technol. 32 (11) (2013)
Seung Hyun Lee, Dae Hoe Kim, Jae Young Choi, Yong Man Ro
Improving positive predictive value in computer-aided diagnosis using mammographic mass and microcalcification confidence score fusion based on co-location information. Medical Imaging: Computer-Aided Diagnosis (2013)
Jae Young Choi, Dae Hoe Kim, Yong Man Ro
Combining multiresolution local binary pattern texture analysis and variable selection strategy applied to computer-aided detection of breast masses on mammograms. BHI (2012)
Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro
Near-Duplicate Video Clip Detection Using Model-Free Semantic Concept Detection and Adaptive Semantic Distance Measurement. IEEE Trans. Circuits Syst. Video Technol. 22 (8) (2012)
Jae Young Choi, Dae Hoe Kim, Konstantinos N. Plataniotis, Yong Man Ro
Combining multiple feature representations and AdaBoost ensemble learning for reducing false-positive detections in Computer-aided Detection of masses on mammograms. EMBC (2012)
Dae Hoe Kim, Jae Young Choi, Yong Man Ro
Region based stellate features for classification of mammographic spiculated lesions in computer-aided detection. ICIP (2012)
Jae Young Choi, Yong Man Ro, Konstantinos N. Plataniotis
Color Local Texture Features for Color Face Recognition. IEEE Trans. Image Process. 21 (3) (2012)
Dae Hoe Kim, Jae Young Choi, Yong Man Ro
A novel mammographic mass detection approach to combining suprevised and unsuprevised detection algorithms. ICIP (2012)
Jae Young Choi, Dae Hoe Kim, Seon Hyeong Choi, Yong Man Ro
Multiresolution Local Binary Pattern texture analysis for false positive reduction in computerized detection of breast masses on mammograms. Medical Imaging: Computer-Aided Diagnosis (2012)
Jae Young Choi, Konstantinos N. Plataniotis, Yong Man Ro
Face Feature Weighted Fusion Based on Fuzzy Membership Degree for Video Face Recognition. IEEE Trans. Syst. Man Cybern. Part B 42 (4) (2012)
Seung-Ho Lee, Jae Young Choi, Yong Man Ro, Konstantinos N. Plataniotis
Local Color Vector Binary Patterns From Multichannel Face Images for Face Recognition. IEEE Trans. Image Process. 21 (4) (2012)
Seongkyoon Jeong, Jae Young Choi
The taxonomy of research collaboration in science and technology: evidence from mechanical research through probabilistic clustering analysis. Scientometrics 91 (3) (2012)
Dae Hoe Kim, Jae Young Choi, Seon Hyeong Choi, Yong Man Ro
Mammographic enhancement with combining local statistical measures and sliding band filter for improved mass segmentation in mammograms. Medical Imaging: Computer-Aided Diagnosis (2012)
Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro
Leveraging an image folksonomy and the Signature Quadratic Form Distance for semantic-based detection of near-duplicate video clips. ICME (2011)
Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro
Towards a better understanding of model-free semantic concept detection for annotation and near-duplicate video clip detection. ICIP (2011)
Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro
Bimodal fusion of low-level visual features and high-level semantic features for near-duplicate video clip detection. Signal Process. Image Commun. 26 (10) (2011)
Seongkyoon Jeong, Jae Young Choi, Jaeyun Kim
The determinants of research collaboration modes: exploring the effects of research and researcher characteristics on co-authorship. Scientometrics 89 (3) (2011)
Jae Young Choi, Yong Man Ro, Konstantinos N. Plataniotis
A comparative study of preprocessing mismatch effects in color image based face recognition. Pattern Recognit. 44 (2) (2011)
Jae Young Choi, Wesley De Neve, Konstantinos N. Plataniotis, Yong Man Ro
Collaborative Face Recognition for Improved Face Annotation in Personal Photo Collections Shared on Online Social Networks. IEEE Trans. Multim. 13 (1) (2011)
Seung-Ho Lee, Jae Young Choi, Konstantinos N. Plataniotis, Yong Man Ro
Local color vector binary pattern for face recognition. ICIP (2011)
Jae Young Choi, Yong Man Ro, Konstantinos N. Plataniotis
Boosting Color Feature Selection for Color Face Recognition. IEEE Trans. Image Process. 20 (5) (2011)
Jae Young Choi, Yeonbae Kim, Yungman Jun, Yunhee Kim
A Bayesian multivariate probit analysis of Korean firms' information system adoption. Ind. Manag. Data Syst. 111 (9) (2011)
Jaehyun Jeon, Jae Young Choi, Semin Kim, Hyun-seok Min, Seungwan Han, Yong Man Ro
Training Strategy of Semantic Concept Detectors Using Support Vector Machine in Naked Image Classification. PCM (1) (2010)
Jaehyun Jeon, Semin Kim, Jae Young Choi, Hyun Suk Min, Yong Man Ro
Semantic Detection of Adult Image Using Semantic Features. MUE (2010)
Jae Young Choi, Konstantinos N. Plataniotis, Yong Man Ro
Face annotation for online personal videos using color feature fusion based face recognition. ICME (2010)
Seung-Ho Lee, Jae Young Choi, Konstantinos N. Plataniotis, Yong Man Ro
Color component feature selection in feature-level fusion based color face recognition. FUZZ-IEEE (2010)
Jae Young Choi, Wesley De Neve, Yong Man Ro
Towards an automatic face indexing system for actor-based video services in an IPTV environment. IEEE Trans. Consumer Electron. 56 (1) (2010)
Jae Young Choi, Wesley De Neve, Yong Man Ro, Konstantinos N. Plataniotis
Automatic Face Annotation in Personal Photo Collections Using Context-Based Unsupervised Clustering and Face Information Fusion. IEEE Trans. Circuits Syst. Video Technol. 20 (10) (2010)
Jae Young Choi, Konstantinos N. Plataniotis, Yong Man Ro
Using colour local binary pattern features for face recognition. ICIP (2010)
Jae Young Choi, Yong Man Ro, Konstantinos N. Plataniotis
Image compression mismatch effect on color image based face recognition system. ICIP (2009)
Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro, Konstantinos N. Plataniotis
Semantic annotation of personal video content using an image folksonomy. ICIP (2009)
Jae Young Choi, Yong Man Ro, Konstantinos N. Plataniotis
Color Face Recognition for Degraded Face Images. IEEE Trans. Syst. Man Cybern. Part B 39 (5) (2009)
Namgyu Kim, Han Seok Lee, Kyong Joo Oh, Jae Young Choi
Context-aware mobile service for routing the fastest subway path. Expert Syst. Appl. 36 (2) (2009)
Jae Young Choi, Wesley De Neve, Yong Man Ro, Konstantinos N. Plataniotis
Face annotation for personal photos using collaborative face recognition in online social networks. DPS (2009)
Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro
Near-Duplicate Video Detection Using Temporal Patterns of Semantic Concepts. ISM (2009)
Jae Young Choi, Seungji Yang, Yong Man Ro, Konstantinos N. Plataniotis
Color Effect on the Face Recognition with Spatial Resolution Constraints. ISM (2008)
Jae Young Choi, Seungji Yang, Yong Man Ro, Konstantinos N. Plataniotis
Face annotation for personal photos using context-assisted face recognition. Multimedia Information Retrieval (2008)
Jae Young Choi, Yong Man Ro, Konstantinos N. Plataniotis
Feature subspace determination in video-based mismatched face recognition. FG (2008)
Jae Young Choi, Ki Joon Choi
Discrete Continuity of Information System, Knowledge System, and e-Business System. SERA (2007)
Jae Young Choi, Taeg Keun Whangbo, Young-Gyu Yang, Murlikrishna Viswanathan, Nak-Bin Kim
Pose-expression Normalization for Face Recognition Using Connected Components Analysis. Int. J. Pattern Recognit. Artif. Intell. 20 (6) (2006)
Jae Young Choi, Jongwook Lee, Kamrok Lee, Sunghyun Choi, Wook Hyun Kwon, Hong Seong Park
Aggregation Time Control Algorithm for Time constrained Data Delivery in Wireless Sensor Networks. VTC Spring (2006)
Kamrok Lee, Jae Young Choi, Wook Hyun Kwon, Hong Seong Park
An Energy-efficient Contention-based MAC Protocol for Wireless Ad Hoc Networks. VTC Spring (2006)
Jae Young Choi, Hyung Seok Kim, Iljoo Baek, Wook Hyun Kwon
Cell based energy density aware routing: a new protocol for improving the lifetime of wireless sensor networks. Comput. Commun. 28 (11) (2005)
Jae Young Choi, Murlikrishna Viswanathan, Taeg Keun Whangbo, Young-Gyu Yang, Nak-Bin Kim
Robust Face Recognition from Images with Varying Pose. ICIAR (2005)
Taeg Keun Whangbo, Jae Young Choi, Murlikrishna Viswanathan, Nak-Bin Kim, Young-Gyu Yang
Pose-Invariant Face Recognition Using Deformation Analysis. BVAI (2005)
Jae-Min Lee, Tae Rim Park, Hyung Seok Kim, Soo Young Shin, Jae Young Choi, Wook Hyun Kwon, Sung Woo Lee, Sung Il Song
A communication network with high safety, maintainability, and user convenience for digital I and C systems of nuclear power plants. ETFA (1) (2001)
Chae-Young Lee, Jae Young Choi
A genetic algorithm for job sequencing problems with distinct due dates and general early-tardy penalty weights. Comput. Oper. Res. 22 (8) (1995)