2024
Enhancement of Generalized CPR Techniques Using Generative AI: Model Development and Application in a Study
Yoongeol Lee, Jeongdeok Jo, Choung Ah Lee, Daun Choi, and Jong-Uk Hou†
Expert Systems With Applications, 2024, Under review
#MedicalAI #SecureAI #ImageProcessing
Artificial intelligence for image recognition model construction: Using indocyanine greencholangiography to identify hepatocystic triangle during minimally invasive cholecystectomy
Jong-Uk Hou , Seong Wook Park, SeungLee Lee, Won Tae Cho, Tae Yoo
PLOS Digital Health 2024, Under review
#MedicalAI #SecureAI #ImageProcessing
3D Holotomography Classification of Biliary Tract Cancer Cell Line and Machine Learning Based Diagnosis with Convolutional Neural Networks
Se Woo Park, Anna Choi, Hee Chan Moon, Seung-Lee Lee, Seok Jin Hong, Sung Hun Kang, Da Hae Park, Eun Shin, Jung Hyun Jo, Jong-Uk Hou† , Kyong Joo Lee†
2024,Preparing
#MedicalAI #SecureAI #ImageProcessing
Comparison of Risk-Scoring Models to Predict Gastrointestinal Bleeding in Patients with Direct Oral Anticoagulants
I. Kim, J. Choi, Jong-Uk Hou and J. Kim†
Journal of Gastroenterology and Hepatology, 2024, Under review
#MedicalAI #SecureAI #ImageProcessing
Robust 3D Watermarking for NeRF-Induced Modality Shifts
S. Lee, M. Kang, B. Shim, and Jong-Uk Hou†
IEEE Transactions on Circuits and Systems for Video Technology, 2024, Under review
#MedicalAI #SecureAI #ImageProcessing
Estimation of Image Geometric Transformations Using Transformers on Spectral Signature
M. Choi, and Jong-Uk Hou†
IEEE Transactions on Multimedia, 2024, Under review
#MedicalAI #SecureAI #ImageProcessing
Scenarios for Copyright Leakage of Spherical Panoramic Image and Its Countermeasures
J. Kang, and Jong-Uk Hou†
IEEE Transactions on Multimedia, 2024, Under review
#MedicalAI #SecureAI #ImageProcessing
Enhancing Optical Character Recognition Performance in the Cybersecurity Domain for Indicator of Compromise Analysis
Gangsu Kim, Jaeho Lee, Myungchul Kang, Wooyoung Go, and Jong-Uk Hou†
Engineering Applications of Artificial Intelligence, 2024, Submitted
#MedicalAI #SecureAI #ImageProcessing
Artificial Intelligence for image recognition model: Using ICG cholangiography to identify hepatocystic triangle during minimal invasive cholecystectomy
Jong-Uk Hou, S. Park, S. Lee, and T.-S. Yoo†
Surgical Endoscopy, 2023, Under review
#MedicalAI #SecureAI #ImageProcessing
Comparative Efficacy of Anteroposterior and Lateral X-ray-based Deep Learning in the Detection of Osteoporotic Vertebral Compression Fracture
C. Kim, M. Kang, W Yuh, S. Lee, J. Lee, Jong-Uk Hou†, and S. Kang†
Scientific reports, 2024, Under review
#MedicalAI #SecureAI #ImageProcessing
——-
G. Lee, Y. Jung, G. Lee and Jong-Uk Hou†
ACM Multimedia, 2024, Under review
#MedicalAI #SecureAI #ImageProcessing
——-
H. Moon, S. Park, and Jong-Uk Hou†
AAAI, 2024, Preparing
#MedicalAI #SecureAI #ImageProcessing
——-
S. Lee, M. Kang, B. Shim, and Jong-Uk Hou†
AAAI, 2024, Preparing
#MedicalAI #SecureAI #ImageProcessing
Predictive ability of bleeding scores among patients with direct oral anticoagulants
I. Kim, J. Choi, Jong-Uk Hou† and J. Kim†
Preparing
#MedicalAI #SecureAI #ImageProcessing
Machine learning model in the prediction of bleeding among patients with direct oral anticoagulants
I. Kim, J. Choi, Jong-Uk Hou† and J. Kim†
Preparing
#MedicalAI #SecureAI #ImageProcessing
Development of an Artificial intelligence-based risk analysis tool for non-variceal gastrointestinal bleeding patients in emergency department
Jong-Uk Hou, S. Lee, Y. Jung, and I. Kim†
Preparing
#MedicalAI #SecureAI #ImageProcessing
Long-term outcomes of ESD with expanded indication in early gastric cancers
I. Kim, G. Lee, K. Lee, Jong-Uk Hou and J. Kim†
Preparing
#MedicalAI #SecureAI #ImageProcessing
Improving Difficult Laryngoscopy Prediction using Deep Learning and Minimal Image Analysis: A Single-Center Prospective Study
Jong-Ho Kim, Hee-Sun Jung, So-Eun Lee, Jong-Uk Hou, and Young-Suk Kwon
Scientific reports, 2024
#MedicalAI #SecureAI #ImageProcessing
Localization of Diffusion Model-Based Inpainting through Inter-Intra Similarity of Frequency Features
Seung-Lee Lee, Minjae Kang, and Jong-Uk Hou†
Image and visual computing, 2024
#MedicalAI #SecureAI #ImageProcessing
Robust Long-Term Vehicle Trajectory Prediction using Link Projection and Situation-Aware Transformer
Minsung Kim, Byung Il Kwak, Jong-Uk Hou, Taewoon Kim†
Sensors, 2024
#MedicalAI #SecureAI #ImageProcessing
Convolutional neural network model for automatic recognition and classification of pancreatic cancer cell based on analysis of lipid droplet on unlabeled sample by 3D optical diffraction tomography
Seok Jin Hong*, Jong-Uk Hou*, Moon Jae Chun, Sung Hun Kang, Bo-Seok Shim, Seung-Lee Lee, Da Hae Park, Anna Choi, Jae Yeon Oh, Kyong Joo Lee, Eun Shin, Eunae Cho, and Se Woo Par†
Comput Methods Programs Biomed, 2024
#MedicalAI #SecureAI #ImageProcessing
2023
Improving Estimation of Layer Thickness and Identification of Slicer for 3D Printing Forensics
Bo Seok Shim, and Jong-Uk Hou†
Sensors, 2023
#MedicalAI #SecureAI #ImageProcessing
Harnessing Optical Flow in Deep Learning Framework for Cardiopulmonary Resuscitation Training
Seongji Ko, Yoongeol Lee, Mingi Choi, Daun Choi, Choung Ah Lee, and Jong-Uk Hou†
Expert Systems with Applications, 2023
#MedicalAI #SecureAI #ImageProcessing
Source Identification of 3D Printer Based on Layered Texture Encoders
Bo Seok Shim*, Jae Hong Choe*, and Jong-Uk Hou†
IEEE Transactions on Multimedia, 2023
#MedicalAI #SecureAI #ImageProcessing
2022
Transformers in Spectral Domain for Estimating Image Geometric Transformation
Mingi Choi, Sangyeong Lee, Heesun Jung, and Jong-Uk Hou†
ACM International Conference on Multimedia, 2022
#MedicalAI #SecureAI #ImageProcessing
Detection Enhancement for Various Deepfake Types Based on Residual Noise and Manipulation Trace
Jihyeon Kang, Sang-Keun Ji, Sangyeong Lee, Daehee Jang, and Jong-Uk Hou†
IEEE Access, 2022
#MedicalAI #SecureAI #ImageProcessing
Efficient Generation of Program Execution Hash
Eunyeong Ahn, Sunjin Kim, Saerom Park, Jong-Uk Hou, and Daehee Jang
IEEE Access, 2022
#MedicalAI #SecureAI #ImageProcessing
Development and Validation of Deep Learning-Based Algorithms for Predicting Lumbar Herniated Nucleus Pulposus Using Lumbar X-rays
Jong-Ho Kim, So-Eun Lee, Hee-Sun Jung, Bo-Seok Shim, Jong-Uk Hou†, and Young-Suk Kwon†
Journal of Personalized Medicine, 2022
#MedicalAI #SecureAI #ImageProcessing
2021
SI3DP: Source Identification benchmark and challenges of Consumer-level 3D Printers
Bo Seok Shim*, Yoo Seung Shin*, Seong Wook Park, and Jong-Uk Hou†
ACM International Conference on Multimedia, 2021
#MedicalAI #SecureAI #ImageProcessing
MPEG and DA-AD Resilient DCT-Based Video Watermarking Using Adaptive Frame Selection
Jong-Uk Hou*†
Electronics, 2021
#MedicalAI #SecureAI #ImageProcessing
An L2 Cache Architecture Supporting Bypassing for Low Energy and High Performance
Jungwoo Park, Soontae Kim, and Jong-Uk Hou†
Electronics, 2021
#MedicalAI #SecureAI #ImageProcessing
Efficacy of an artificial neural network algorithm based on thick-slab MRCP images for the automated diagnosis of common bile duct stones
Jong-Uk Hou, Se Woo Park, Seon Mee Park, Da Hae Park, Chan Hyuk Park, and Seonjeong Min
Journal of Gastroenterology and Hepatology, 2021
#MedicalAI #SecureAI #ImageProcessing
2020
Robust spherical panorama image watermarking against viewpoint desynchronization
Jihyeon Kang, Jong-Uk Hou, Sangkeun Ji, and Heung-Kyu Lee†
IEEE Access, 2020
#MedicalAI #SecureAI #ImageProcessing
Exposing Digital Image Forgeries by Detecting Contextual Abnormality Using Convolutional Neural Networks
Haneol Jang, and Jong-Uk Hou†
Sensors, 2020
#MedicalAI #SecureAI #ImageProcessing
Convolutional neural network architecture for recovering watermark synchronization
Wook-Hyung Kim, Jihyeon Kang, Seung-Min Mun, and Jong-Uk Hou†
Sensors, 2020
#MedicalAI #SecureAI #ImageProcessing
~ 2019
Learning Deep Features for Source Color Laser Printer Identification based on Cascaded Learning
Do-Guk Kim, Jong-Uk Hou, and Heung-Kyu Lee†
Elsevier Neurocomputing, 2019
#MedicalAI #SecureAI #ImageProcessing
Range Image based Point Cloud Colorization using Deep Generative Model
Jong-Uk Hou, Baoquan Zhao, Naushad Ansari, and Weisi Lin
IEEE International Conference on Image Processing (ICIP), 2019.
#MedicalAI #SecureAI #ImageProcessing
Separable KLT for Intrao Coding in Versatile Video Coding
Kui Fan, Ronggang Wang, Weisi Lin, Jong-Uk Hou, Lingyu Duan, Ge Li, and Wen Gao
Data Compression Conference (DCC), Snowbird, UT, USA, 2019
#MedicalAI #SecureAI #ImageProcessing
Layer Thickness Estimation of 3D Printed Model for Digital Multimedia Forensics
Jong-Uk Hou, and Heung-Kyu Lee†
IET Electronics Letters, 2018
#MedicalAI #SecureAI #ImageProcessing
Copyright Protections of Digital Content in the Age of 3D Printer: Emerging Issues and Survey
Jong-Uk Hou, Dongkyu Kim, Won-Hyuk Ahn, and Heung-Kyu Lee†
IEEE Access, 2018
#MedicalAI #SecureAI #ImageProcessing
Collusion Attack Resilient 3D Mesh Watermarking Based on Anti-Collusion Fingerprint Code
Jong-Uk Hou, In-Jae Yu and Heung-Kyu Lee†
Applied Sciences, 2018
#MedicalAI #SecureAI #ImageProcessing
Robust Template-Based Watermarking for DIBR 3D Images
Wook-Hyung Kim, Jong-Uk Hou, Han-Ul Jang and Heung-Kyu Lee†
Applied Sciences, 2018
#MedicalAI #SecureAI #ImageProcessing
Blind 3D Mesh Watermarking for 3D Printed Model by Analyzing Layering Artifact
Jong-Uk Hou, Do-Gon Kim, and Heung-Kyu Lee†
IEEE Transactions on Information Forensics and Security, 2017
#MedicalAI #SecureAI #ImageProcessing
A SIFT Features based Blind Watermarking for DIBR 3D Images
Seung-Hun Nam, Wook-Hyoung Kim, Seung-Min Mun, Jong-Uk Hou, Sunghee Choi, and Heung-Kyu Lee†
Multimedia Tools and Applications, Springer US, 2017
#MedicalAI #SecureAI #ImageProcessing
Detection of Hue Modification Using Photo Response Non-Uniformity
Jong-Uk Hou and Heung-Kyu Lee†
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2017
#MedicalAI #SecureAI #ImageProcessing
Detecting Digital Image Forgery in Near-Infrared Image of CCTV
Han-Ul Jang, Hak-Yeol Choi, Jeongho Son, Dongkyu Kim, Jong-Uk Hou, Sunghee Choi, and Heung-Kyu Lee†
Multimedia Tools and Applications, 2017
#MedicalAI #SecureAI #ImageProcessing
Cropping-Resilient 3D Mesh Watermarking Based on Consistent Segmentation and Mesh Steganalysis
Han-Ul Jang, Hak-Yeol Choi, Jeongho Son, Dongkyu Kim, Jong-Uk Hou, Sunghee Choi, and Heung-Kyu Lee†
Multimedia Tools and Applications, Springer US, 2017
#MedicalAI #SecureAI #ImageProcessing
Exposing Digital Forgeries by Detecting a Contextual Violation Using Deep Neural Networks
Jong-Uk Hou, Han-Ul Jang, Jin-Seok Park, and Heung-Kyu Lee†
18th International Workshop on Information Security Applications, Springer, 2017
#MedicalAI #SecureAI #ImageProcessing
Robust 3D Mesh Watermarking Scheme for an AntiCollusion Fingerprint Code
Jong-Uk Hou, In-Jae Yu, Hyun-Ji Song, and Heung-Kyu Lee†
18th International Workshop on Information Security Applications, Springer, 2017
#MedicalAI #SecureAI #ImageProcessing
Secure Image Display through Visual Cryptography: Exploiting Temporal Responsibilities of the Human Eye
Jong-Uk Hou, Dongkyu Kim, Hyun-Ji Song, and Heung-Kyu Lee†
Proceedings of the 4th ACM Workshop on Information Hiding and Multimedia Security (IH&MMSEC), ACM, 2016
#MedicalAI #SecureAI #ImageProcessing
3D Print-Scan Resilient Watermarking Using a Histogram-Based Circular Shift Coding Structure
Jong-Uk Hou, Do-Gon Kim, Sunghee Choi, Heung-Kyu Lee†
Proceedings of the 3rd ACM Workshop on Information Hiding and Multimedia Security (IH&MMSEC), ACM, 2015
#MedicalAI #SecureAI #ImageProcessing
Hue Modification Estimation using Sensor Pattern Noise
Jong-Uk Hou, Han-Ul Jang, and Heung-Kyu Lee†
Proceedings of IEEE International Conference on Image Processing (ICIP), 2014
#MedicalAI #SecureAI #ImageProcessing
Robust Video Watermarking for MPEG Compression and DA-AD Conversion
Jong-Uk Hou, Jin-Seok Park, Do-Guk Kim, Seung-Hun Nam, and Heung-Kyu Lee†
Proceedings of the 1st international workshop on Information hiding and its criteria for evaluation (IWIHC), ACM, 2014
#MedicalAI #SecureAI #ImageProcessing
Fast Watermark Synchronization based on Complementary Templates
Jong-Uk Hou, Sang-Keun Ji, and Heung-Kyu Lee†
Journal of Computer and Communications, 2014
#MedicalAI #SecureAI #ImageProcessing