• Language-driven Semantic Segmentation for Satellite Images

Eungi Hong and Haneol Jang

In Preparation

• Lightweight Image Steganalysis with Block-wise Pruning [LINK]

Eungi Hong, KyungTae Lim, Tae-Woo Oh, and Haneol Jang

Scientific Reports, vol.13, September 2023

• Data Augmentation of X-ray Images for Automatic Cargo Inspection of Nuclear Items [LINK]

Haneol Jang, Chansuh Lee, Hansol Ko, and KyungTae Lim

Sensors, vol.23, no. 17, August 2023

• Local-Source Enhanced Residual Network for Steganalysis of Digital Images [LINK]

Wonhyuk Ahn, Haneol Jang, Seung-Hun Nam, In-Jae Yu, and Heung-Kyu Lee

IEEE Access, vol. 8, pp. 137789-137798, July 2020

• Exposing Digital Image Forgeries by Detecting Contextual Abnormality Using Convolutional Neural Networks [LINK]

Haneol Jang, and Jong-Uk Hou

Sensors, vol. 20, no. 8, April 2020

• Finding robust domain from attacks: A learning framework for blind watermarking [LINK]

Seung-Min Mun, Seung-Hun Nam, Haneol Jang, Dongkyu Kim, and Heung-Kyu Lee

Neurocomputing, vol. 337, pp. 191-202, April 2019

• Robust Template-Based Watermarking for DIBR 3D Images [LINK]

Wook-hyung Kim, Jong-Uk Hou, Han-Ul Jang, and Heung-Kyu Lee

Applied Sciences, vol. 8, no. 6, June 2018

• Cropping-resilient 3D mesh watermarking based on consistent segmentation and mesh steganalysis [LINK]

Han-Ul Jang, Hak-Yeol Choi, Jeongho Son, Dongkyu Kim, Jong-Uk Hou, Sunghee Choi, and Heung-Kyu Lee

Multimedia Tools and Applications, vol. 77, pp. 5685–5712, March 2018

• Median Filtered Image Restoration and Anti-Forensics Using Adversarial Networks [LINK]

Dongkyu Kim,  Han-Ul Jang, Seung-Min Mun, Sunghee Choi, and Heung-Kyu Lee

IEEE Signal Processing Letters, vol. 25, no, 2, pp. 278-282, February 2018

• DeepPore: Fingerprint Pore Extraction Using Deep Convolutional Neural Networks [LINK]

Han-Ul Jang, Dongkyu Kim, Seung-Min Mun, Sunghee Choi, and Heung-Kyu Lee

IEEE Signal Processing Letters, vol. 24, no, 12, pp. 1808-1812, December 2017

• Blind 3D mesh watermarking based on cropping-resilient synchronization [LINK]

Hak-Yeol Choi, Han-Ul Jang, Jeongho Son, and Heung-Kyu Lee

Multimedia Tools and Applications, vol. 76, pp. 26695–26721, December 2017

• ... Face Anti-Spoofing ...

Under Review, 2024 ACM Multimedia

• Advancing Cross-Domain Generalizability in Face Anti-Spoofing: Insights, Ensemble, and Metrics [LINK]

Hyojin Kim, Jiyoon Lee, Yonghyun Jeong, Haneol Jang, and Youngjoon Yoo

Proceedings of the 2024 IEEE / CVF Computer Vision and Pattern Recognition Conference Workshops, Seattle WA, USA, June 2024

• BOK-VQA: Bilingual Outside Knowledge-based Visual Question Answering via Graph Representation Pretraining [LINK]

Minjun Kim*, SeungWoo Song*, Youhan Lee, Haneol Jang, and KyungTae Lim

Proceedings of the 2024 38th Annual AAAI Conference on Artificial Intelligence (AAAI '24, acceptance rate=23.75%), Vancouver, Canada, February 2024

• Feature Aggregation Networks for Image Steganalysis [LINK]

Haneol Jang, Tae-Woo Oh, and Kibom Kim

Proceedings of the 2020 ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec '20, acceptance rate=37%), Denver, USA, June 2020

• Fingerprint-PKI authentication using Zernike moments [LINK]

Haneol Jang, Dai-Kyung Hyun, Dae-Jin Jung, and Heung-Kyu Lee

Proceedings of the 2014 IEEE International Conference on Image Processing (ICIP '14), Paris, France, October 2014

• Hue modification estimation using sensor pattern noise [LINK]

Jong-Uk Hou, Haneol Jang, and Heung-Kyu Lee

Proceedings of the 2014 IEEE International Conference on Image Processing (ICIP '14), Paris, France, October 2014

• Effective Data Augmentations for Cross-Domain Fingerprint Recognition [LINK]

Dong-Su Kim, Ji-Sang Lee, Seo-Yeon Oh, Haneol Jang

Journal of Digital Forensics, vol.18, no.1, March 2024

• Efficient Steganography Detection with a Pixel Histogram-Based Approach [LINK]

Jimin Min, Minjun Kim, Haneol Jang

KIISE Transactions on Computing Practices, vol.30, no.1, January 2024

• Lightweight Fingerprint Forgery Detection Technique Utilizing Median Filter and Ensemble Model [LINK]

Ji-Sang Lee, Dong-Su Kim, Seo-Yeon Oh, Haneol Jang

Journal of Digital Forensics, vol.17, no.3, September 2023

• Steganalysis Learning Technique for Multi-Resolution Images [LINK]

Insu Lee, Eo-Jin Jang, Jimin Min, KyungTae Lim, Haneol Jang

Journal of Digital Forensics, vol.16, no. 1, March 2022 

• Effective Detection of Generated Images Using Fast Fourier Transform and Discrete Cosine Transform

Hyeong-Won Seo, Dong-Su Kim, Seo-Yeon Oh ,Ji-sang Lee, Yunho Jeon, and Haneol Jang

Proceedings of the 2023 Annual Winter Conference of the Korea Digital Forensics Society, Seoul, Republic of Korea, June 2023

• Research on Cybersecurity Policy Domain Document Dataset Construction and Classification

Jung-Hun Yuk, Hyeong-Won Seo, and Haneol Jang

Proceedings of the 2023 Annual Winter Conference of the Korea Digital Forensics Society, Seoul, Republic of Korea, June 2023

• Effective Data Augmentations for Fingerprint Recognition

Dong-Su Kim, Seo-Yeon Oh ,Ji-Sang Lee, Yunho Jeon, and Haneol Jang

Proceedings of the 2023 Annual Summer Conference of the Korea Digital Forensics Society, Seoul, Republic of Korea, June 2023

• Lightweight Fingerprint Forgery Detection Technique Utilizing Median Filter and Ensemble Model

Ji-Sang Lee, Dong-Su Kim, Seo-Yeon Oh, Yunho Jeon, and Haneol Jang

Proceedings of the 2023 Annual Summer Conference of the Korea Digital Forensics Society, Seoul, Republic of Korea, June 2023

• Efficient Steganography Detection with a Pixel Histogram-Based Approach

Jimin Min, Minjun Kim, and Haneol Jang 

Proceedings of the 2023 Korea Computer Congress of the Korean Institute of Information Scientists and Engineers (KCC '23), Jeju, Republic of Korea, June 2023

• Lightweight Deep Convolutional Neural Networks for Fine-Grained Leaf Classification

Seo-Yeon Oh, Ji-Sang Lee, Dong-Soo Kim, Hae Chul Choi, and Haneol Jang

Proceedings of the 2023 Joint Conference on Communications and Information (JCCI '23), Yeosu, Republic of Korea, April 2023

• Development of Optical Character Recognition Modelfor Document Leak Investigation

Eo-Jin Jang, Dong-Su Kim, Seo-Yeon Oh,  Ji-Sang Lee, and Haneol Jang

Proceedings of the 2022 Annual Winter Conference of the Korea Digital Forensics Society, Seoul, Republic of Korea, December 2022

• Data Generation Method based on Simulation to Improve Accuracy of Computer Vision

Ji-Su Kang, Chang-Beom Choi, and Haneol Jang

Proceedings of the 2022 Annual Conference of the Korea Information Processing Society (ACK '22), Chuncheon, Republic of Korea, November 2022

• A Robust Deepfake Detector against Various Types of Anti-forensics via Adversarial Training

Ji-Soo Kim,  Min-Ji Kim, Jimin Min, and Haneol Jang

Proceedings of the 2022 Annual Summer Conference of the Korea Digital Forensics Society, Seoul, Republic of Korea, June 2022

• Neonatal Respiratory Distress Syndrome Diagnosis Method Based on X-ray Images Using Semantic Segmentation

Eojin Jang, Hanyong Cho, Sunkyoung You, Mi-Hyeon Gang, and Haneol Jang

Proceedings of the 2023 Annual Spring Conference of the Korea Information Processing Society (ASK '22), Seoul, Republic of Korea, May 2022

• A Robust Deepfake Detector against Anti-forensics

Jimin Min, Ji-Soo Kim, Min-Ji Kim, and Haneol Jang

Proceedings of the 2023 Annual Spring Conference of the Korea Information Processing Society (ASK '22), Seoul, Republic of Korea, May 2022

• Steganalysis Learning Technique for Multi-Resolution Images

Insu Lee, Eojin Jang, Jimin Min, and Haneol Jang

Proceedings of the 2021 Annual Winter Conference of the Korea Digital Forensics Society, Seoul, Republic of Korea, November 2021

• Color JPEG Image Multiple Steganalysis Using Convolutional Neural Networks

Haneol Jang

Proceedings of the 2020 Autumn Annual Conference of The Institute of Electronics and Information Engineers, Gwangju, Republic of Korea, November 2020