1. International Conferences
  2. International Journals
  3. International Patents
  4. Domestic Journals
  5. Domestic Conferences
  6. Domestic Patents
  7. Book Chapters
  8. Softwares

International Journals

  1. Bayesian analysis of the generalized additive proportional hazards model: Asymptotic studies, Gwangsu Kim, Chang D Yoo and Yongdai Kim, Bayesian Analysis. 
  2. Ji Woo Hong, Sunjae Yoon, Junyeong Kim, Chang D. Yoo., "Joint Path Alignment Framework for 3D Human Pose and Shape Estimation from video., IEEE Access 2023. 
  3. Seongwook Min, Dong Hyun Kim, Daniel J. Joe, Byung Woo Kim, Young Hoon Jung, Jae Hee Lee, Bo-Yeon Lee, Il Doh, Jaehun An, Young-Nam Youn, Boyoung Joung, Chang D. Yoo, Hyo-Suk Ahn, Keon Jae Lee, "Clinical Validation of Wearable Piezoelectric Blood Pressure Sensor for Continuous Health Monitoring", Advanced Materials 2023.
  4. Haeyong Kang and Chang D. Yoo, "Skew Class-Balanced Re-Weighting for Unbiased Scene", Machine Learning & knowledge Extraction, MDPI 2023.
  5. Thanh Nguyen*, Trung Pham*, Chaoning Zhang, Tung Luu, Thang Vu, Chang D. Yoo, "DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning", IEEE Access 2023  pdf_icon.png 
  6. Eunmi Shin, Chang D. Yoo, "Efficient Convolutional Neural Networks for Semiconductor Wafer Bin Map Classification", Sensors 2023
  7. Junyeong Kim, Ji Woo Hong, Sunjae Yoon, Chang D. Yoo, "CE-BART: Cause-and-Effect BART for Visual Comonsense Generation"., Sensors 2022 pdf_icon.png 
  8. Trung Xuan Pham, Jin Woong Choi, Rusty John Lloyd Mina, Thanh Nguyen, Sultan Rizky Madjid, and Chang D. Yoo, "LAD: A Hybrid Deep Learning System for Benign Paroxysmal Positional Vertigo Disorders Diagnostic", IEEE Access 2022  pdf_icon.pnggit.png
  9. Tung M. Luu, Thang Vu, Thanh Nguyen, Chang D. Yoo, "Visual pretraining via Contrastive Predictive Model for Pixel-based"., Sensors 2022 pdf_icon.png 
  10. Sunjae Yoon, Dahyun Kim, Ji Woo Hong, Junyeong Kim, Chang D. Yoo, "Dual-scale Doppler Attention for Human Identification"., Sensors 2022 pdf_icon.png git.png
  11. Sunghun Kang, Gwangsu Kim, Chang D. Yoo, "Fair Face Attribute Classification via Causal Graph-based Attribute Translation., Sensors 2022 pdf_icon.png
  12. Gwangsu Kim and Chang D. Yoo., "Blending Query Strategy of Active Learning for Imbalanced Data.", IEEE Access 2022 pdf_icon.png
  13. Young HoonJung*, Trung Xuan Pham*, Dias Issa, Hee SeungWang, Jae HeeLee, Mingi Chung, Bo-Yeon Lee, Gwangsu Kim, Chang D.Yoo, Keon Jae Lee, "Deep Learning-based Noise Robust Flexible Piezoelectric Acoustic Sensors for Speech Processing", Nano Energy, 2022 (Impact factor: 19) pdf_icon.png
  14. Sunjae Yoon, Dahyun Kim, Junyeong Kim and Chang D. Yoo., "Cascaded MPN: Cascaded Moment Proposal Network for Video Corpus Moment Retrieval", IEEE Access 2022 pdf_icon.png
  15. Tung Luu, Thanh Nguyen, Thang Vu and Chang D. Yoo., "Utilizing Skipped Frames in Action Repeats for Improving Sample Efficiency in Reinforcement Learning", IEEE Access 2022 pdf_icon.png  git.png
  16. Gwangsu Kim, Chang D. Yoo, Seong J. Yang., "Survival Analysis of COVID-19 Patients With Symptoms Information by Machine Learning Algorithms", IEEE Access 2022 pdf_icon.png git.png
  17. H. Gao, X. Wang, Chang D. Yoo et al., Seamless equal accuracy ratio for inclusive CTC speech recognition. Speech Communication (2021). pdf_icon.png
  18. Leda Sari, Mark Hasegawa-Johnson, and Chang D. Yoo, "Counterfactually Fair Automatic Speech Recognition", IEEE/ACM Transactions on Audio, Speech and Language Processing, 2021.pdf_icon.png
  19. Tung Luu, Chang D. Yoo, "Hindsight Goal Ranking on Replay Buffer for Sparse Reward Environment.", IEEE Access 2021 pdf_icon.png
  20. Biomimetic and flexible piezoelectric mobile acoustic sensors with multiresonant ultrathin structures for machine learning biometrics, (2021) , Hee Seung Wang, Seong Kwang Hong, Jae Hyun Han, Young Hoon Jung, Hyun Kyu Jeong, Tae Hong Im, Chang Kyu Jeong, Bo- Yeon Lee, Gwangsu Kim, Chang D Yoo, Keon Jae Lee Science Advances 7 (7), eabe5683 pdf_icon.png

  21. Hyunsin Park and Chang D. Yoo, “CNN-based Learnable Gammatone Filterbank and Equal-loudness Normalization for Enviornmental Sound Classification”, IEEE Signal Processing Letters, 2020. (Impact factor: 3.268)pdf_icon.png

  22. Young Hoon Jung, Seong Kwang Hong, Hee Seung Wang, Jae Hyun Han, Trung Xuan Pham, Hyunsin Park, Junyeong Kim, Sunghun Kang, Chang D. Yoo, and Keon Jae Lee, "Flexible Piezoelectric Acoustic Sensors and Machine Learning for Speech Processing ", Advanced Materials, Oct 2019. (Impact factor: 25.8)pdf_icon.png

  23. Jae Hyun Han, Kang Min Bae, Seong Kwang Hong, Hyunsin Park, Jun-Hyuk Kwak, Hee Seung Wang, Daniel Juhyung Joe, Jung Hwan Park, Young Hoon Jung, Shin Hur, Chang D. Yoo and Keon Jae Lee, "Machine Learning-based Self-powered Acoustic Sensor for Speaker Recognition", Nano Energy, 53, 658, 2018. (Impact factor: 13.1)pdf_icon.png

  24. Sanghyuk Park, Hyunsin Park, and Chang D. Yoo, "Complex Video Scene Analysis using Kernelized Collaborative Behavior Pattern Learning based on Hierarchical Representative Object", IEEE Transactions on Circuits and Systems for Video Technology, vol.27, no.6, pp. 1275-1289, June 2017. (Impact factor: 2.615)pdf_icon.png

  25. Haeyong Kang, Chang D. Yoo, and Yongcheon Na, "Maximum Margin Learning of t-SPNs for Cell Classification with Filtered Input", IEEE Journal of Selected Topics in Signal Processing, vol.10, no.1, pp.130-139 , February 2016. (Impact factor: 2.373)pdf_icon.png

  26. Janghoon Cho and Chang D. Yoo, "Underdetermined Convolutive BSS: Bayes Risk Minimization Based on a Mixture of Super-Gaussian Posterior Approximation", IEEE Transactions on Audio, Speech and Language Processing, vol.23, no.5, pp.828-839, March 2015. (Impact factor: 2.475)pdf_icon.png

  27. Jinho Choi and Chang D. Yoo, “Underdetermined High-Resolution DOA Estimation: A 2pth-Order Source-Signal/Noise Subspace Constrained Optimization”, IEEE Transactions on Signal Processing, vol.63, no.7, pp.1858-1873, February 2015. (Impact factor: 2.787)pdf_icon.png

  28. Sungwoong Kim, Chang D. Yoo, Sebastian Nowozin, and Pushmeet Kohli, “Image Segmentation Using Higher-Order Correlation Clustering”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.36, no.9, pp.1761-1774, September 2014. (Impact factor: 5.781)pdf_icon.png

  29. Sungrack Yun and Chang D. Yoo, “A Co-classification Framework for Transfer Learning using a Semi-Latent Topic Model”, submitted for publication.

  30. Sungwoong Kim, Sebastian Nowozin, Pushmeet Kohli, and Chang D. Yoo, “Task-specific Image Partitioning”, IEEE Transactions on Image Processing, vol.22, no.2, pp.488-500, Feb., 2013. (Impact factor: 3.625)pdf_icon.png

  31. Sungrack Yun and Chang D. Yoo, "Loss-scaled Large Margin Gaussian Mixture Models for Speech Emotion Classification", IEEE Transactions on Audio, Speech and Language processing, vol.20, no.2, pp.585-598, February 2012. (Impact factor: 1.848)pdf_icon.png

  32. Seokhwan Jo, Chang D. Yoo, and Arnaud Doucet, “Melody Tracking based on Sequential Bayesian Model”, IEEE Journal of Selected Topics in Signal Processing, vol.5, no.6, pp.1216-1227, October 2011. (Impact factor: 2.88)pdf_icon.png

  33. Taesup Kim and Chang D. Yoo, “Music Analysis and Clustering via Discovering Latent Musical Hierarchy Structure and Components Based on a Topic Model”, submitted for publication.

  34. Sungwoong Kim, Sungrack Yun, and Chang D. Yoo, “Large Margin Discriminative Semi-Markov Model for Phonetic Recognition”, IEEE Transactions on Audio, Speech and Language processing, vol.19, no.7, pp.1999-2012, September 2011. (Impact factor: 1.848)pdf_icon.png

  35. Dalwon Jang, Chang D. Yoo, and Ton Kalker, "Distance metric learning for content identification", IEEE Transactions on Information Forensics and Security, vol.5, no.4, pp.932-944, December 2010. (Impact factor: 2.23) pdf_icon.png

  36. Hyunsin Park and Chang D. Yoo, “Non-parametric Model Based Speech Synthesis”, submitted for publication.

  37. Seokhwan Jo and Chang D. Yoo, "Psychoacoustically Constrained and Distortion Minimized Speech Enhancement", IEEE Transactions on Audio, Speech and Language processing, vol.18, no.8, pp.2099-2110, November 2010. (Impact factor: 1.848) pdf_icon.png

  38. Seokhwan Jo and Chang D. Yoo, “Generalized Two-Filter Smoothing for Melody Extraction”, submitted for publication.

  39. Sunil Lee, Chang D. Yoo and Ton Kalker, "Robust Video Fingerprinting Based on Symmetric Pairwise Boosting," IEEE Transactions on Circuits and Systems for Video Technology, vol. 19, no. 9, pp. 1379-1388, Sept.2009. (Impact factor: 2.951) pdf_icon.png

  40. Minho Jin and Chang D. Yoo, "Quantum Hashing for Multimedia", IEEE Transactions on Information Forensics and Security, vol.4, no.4, pp.982-994, December 2009. (Impact factor: 2.23) pdf_icon.png

  41. Sanggyun Kim and Chang D. Yoo, "Underdetermined blind source separation based on subspace representation", IEEE Transactions on Signal Processing, vol. 57, no. 7, pp.2604-2614, July 2009. (Impact factor: 2.335)pdf_icon.png

  42. Dalwon Jang, Chang D. Yoo, Sunil Lee, Sungwoong Kim, and Ton Kalker, "Pairwise Boosted Audio Fingerprint", IEEE Transactions on Information Forensics and Security, vol.4, no.4, pp.995-1004, December 2009. (Impact factor: 2.23)pdf_icon.png

  43. Sunil Lee and Chang D. Yoo, "Robust Video Fingerprinting for Content-Based Video Identification", IEEE Trans. Circuits and Systems for Video Technology, vol. 18, no. 7, pp. 983-988, July 2008. (Impact factor: 2.951)pdf_icon.png

  44. Sanggyun Kim, Chang D. Yoo and Truong Q. Nguyen, "Alias-free subband adaptive filtering with critical sampling", IEEE Transactions on Signal Processing, vol. 56, no. 5, pp.1894-1904, May 2008. (Impact factor: 2.335)pdf_icon.png

  45. Minho Jin, Frank K. Soong and Chang D. Yoo, "A syllable Lattice Approach to Speaker Verification", IEEE Transactions on Audio, Speech and Language processing, vol. 15, no. 8, pp. 2476-2484, Nov. 2007. (Impact factor: 1.848)pdf_icon.png

  46. Sunil Lee, Chang D. Yoo, and Ton Kalker, "Reversible Image Watermarking Based on Integer-to-Integer Wavelet Transform", IEEE Transactions on Information Forensics and Security, vol. 2, no. 3, pp. 321-330, September 2007. (Impact factor: 2.23)pdf_icon.png

  47. Jin S. Seo, Minho Jin, Sunil Lee, Dalwon Jang, Seungjae Lee, and Chang D. Yoo, "Audio fingerprinting based on normalized spectral subband moments", IEEE Signal Processing Letters, vol. 13, no. 4, pp. 209-212, April 2006. (Impact factor: 1.203)pdf_icon.png

  48. Jin S. Seo and Chang D. Yoo, "Image watermarking based on invariant regions of scale-space representation", IEEE Transactions on Signal Processing, vol. 54, no. 4, pp. 1537-1549, April 2006. (Impact factor: 2.335)pdf_icon.png

  49. Jin S. Seo and Chang D. Yoo, "A robust registration method for a periodic watermark using Radon transform", IEICE transactions on Fundamentals of Electronics, Communications and Computer Sciences, vol. E87-A, no. 8, pp. 2048-2050, August 2004. (Impact factor: 0.437)pdf_icon.png

  50. Jin S. Seo and Chang D. Yoo, "Localized image watermarking based on feature points of scale-space representation", Pattern Recognition, vol. 37, no. 7, pp. 1365-1375, July 2004. (Impact factor: 3.279)pdf_icon.png

  51. Jin S. Seo, JA Haitsma, Ton Kalker and Chang D. Yoo, "A robust image fingerprinting system using the Radon transform", Signal Processing: Image Communication, vol. 19, no. 4, pp. 325-339, April 2004. (Impact factor: 0.836).pdf_icon.png

  52. SG Kim and CD Yoo, "Highly Selective M-Channel IIR Cosine-Modulated Filter Banks", Electronics Letters, Vol. 39, No. 20, pp. 1478~1479, October 2003. (Impact factor: 1.159) .pdf_icon.png

  53. Sukhyun Yoon and Chang D. Yoo, "Speech Enhancement Based on Speech/Noise-Dominant Decision", IEICE Transactions on Information and Systems, vol. E85-D, no. 4, pp. 744-750, April 2002. (Impact factor: 0.369).pdf_icon.png

  54. Chang D. Yoo and Matthew M. Bace and Jae S. Lim, "An Iterative Method for Designing Separable Wiener Filters", IEEE Transactions in Signal Processing, vol. 43, no. 1, pp. 262-271, January 1995. (Impact factor: 2.335)pdf_icon.png