Won-gyun Yu and Yong Seok Heo*, "Adaptive Momentum-Based Loss Rebalancing for Monocular Depth Estimation," IEEE Access, vol. 11, no. 1, pp. 115150 - 115160, Oct. 2023. (https://doi.org/10.1109/ACCESS.2023.3325392)
Seonggyun Jeong and Yong Seok Heo*, "Entropy-weighted Voting Method for Diffusion-based Semantic Segmentation," The 14th International Conference on ICT Convergence (ICTC), 2023.
Hye-min Won, Yong Seok Heo and Nojun Kwak, "Image Recommendation System Based on Environmental and Human Face Information," Sensors, 23(11), 5304, 2 June 2023. (https://doi.org/10.3390/s23115304)
Sujy Han, Tae Bok Lee, and Yong Seok Heo*, "Semantic-Aware Face Deblurring With Pixel-Wise Projection Discriminator," IEEE Access, vol. 11, no. 1, pp. 11587 - 11600, Feb. 2023. (https://doi.org/10.1109/ACCESS.2023.3242326)
Chang Jong Shin, and Yong Seok Heo*, "GAN Inversion with Semantic Segmentation Map for Image Editing," The 13th International Conference on ICT Convergence (ICTC), 2022. (https://doi.org/10.1109/ICTC55196.2022.9952548)
Suyeon Jeon, and Yong Seok Heo*, "Efficient Multi-Scale Stereo-Matching Network Using Adaptive Cost Volume Filtering," Sensors, 22(15), 5500, 23 July 2022. (https://doi.org/10.3390/s22155500)
Tae Bok Lee, Sujy Han, and Yong Seok Heo*, "Continuous Facial Motion Deblurring," IEEE Access, vol. 10, no. 1, pp. 76079 - 76094, Jul. 2022. (https://doi.org/10.1109/ACCESS.2022.3190089)
Sangyong Park, Jaeseon Kim and Yong Seok Heo*, "Semantic Segmentation Using Pixel-Wise Adaptive Label Smoothing via Self-Knowledge Distillation for Limited Labeling Data," Sensors, 22(7), 2623, 29 March 2022. (https://doi.org/10.3390/s22072623)
Gangmin Park, Yong Seok Heo, Kisung Lee, and Hyuk-Yoon Kwon, "A parallel and accurate method for large-scale image segmentation on a cloud environment," The Journal of Supercomputing, 78, pp. 4330–4357, Feb. 2022.
(https://link.springer.com/article/10.1007/s11227-021-04027-5)
Soo Hyun Jung, Tae Bok Lee, and Yong Seok Heo*, "Deep Feature Prior Guided Face Deblurring," IEEE Winter Conference on Applications of Computer Vision (WACV), 4-8 Jan. 2022.
(https://openaccess.thecvf.com/content/WACV2022/papers/Jung_Deep_Feature_Prior_Guided_Face_Deblurring_WACV_2022_paper.pdf)
Soo Hyun Jung, and Yong Seok Heo*, "Disparity probability volume guided defocus deblurring using dual pixel data," The 12th International Conference on ICT Convergence (ICTC), 2021.
(https://ieeexplore.ieee.org/document/9621024)
Chang Jong Shin, Tae Bok Lee, and Yong Seok Heo*, "Dual Image Deblurring Using Deep Image Prior," Electronics, 10(17), 2045, Aug. 2021.(https://doi.org/10.3390/electronics10172045)
Sujy Han, Tae Bok Lee, and Yong Seok Heo*, "Deep Image Prior for Super Resolution of Noisy Image," Electronics, 10(16), 2014, Aug. 2021.(https://doi.org/10.3390/electronics10162014)
Jaecheol Jeong, Suyeon Jeon, and Yong Seok Heo*, "An Efficient Stereo Matching Network Using Sequential Feature Fusion," Electronics, 10(9), 1045, Apr. 2021. (https://doi.org/10.3390/electronics10091045)
Gang-Min Park, Yong Seok Heo, and Hyuk-Yoon Kwon, "Trade-Off Analysis Between Parallelism and Accuracy of SLIC on Apache Spark," IEEE International Conference on Big Data and Smart Computing (BigComp), 2021.
(https://www.computer.org/csdl/proceedings-article/bigcomp/2021/892400a005/1rRcfm6HT0s)
Tae Bok Lee, Soo Hyun Jung, and Yong Seok Heo*, "Progressive Semantic Face Deblurring," IEEE Access, vol. 8, no. 1, pp. 223548 - 223561, Oct. 2020. (https://doi.org/10.1109/ACCESS.2020.3033890)
Tae Bok Lee and Yong Seok Heo*, "Single Image Super Resolution Using Convolutional Neural Networks for Noisy Images," The 11th International Conference on ICT Convergence (ICTC), 2020.
(https://ieeexplore.ieee.org/document/9289414)
Sangyong Park and Yong Seok Heo*, "Knowledge Distillation for Semantic Segmentation Using Channel and Spatial Correlations and Adaptive Cross Entropy," Sensors, 20(16), 4616, Aug. 2020. (https://doi.org/10.3390/s20164616)
Jaeseon Kim and Yong Seok Heo*, "Efficient Semantic Segmentation Using Spatio-Channel Dilated Convolutions," IEEE Access, vol. 7, no. 1, pp. 154239 - 154252, Oct. 2019. (https://doi.org/10.1109/ACCESS.2019.2949076)
Ho Yub Jung, Yong Seok Heo, and Soochahn Lee, "Fingerprint Liveness Detection by a Template-Probe Convolutional Neural Network," IEEE Access, vol. 7, no. 1, pp. 118986-118993, Aug. 2019.
Ho Yub Jung, and Yong Seok Heo*, "Fingerprint Liveness Map Construction Using Convolutional Neural Network," IET Electronics Letters, Vol. 54, No. 9, pp. 564-566, 2018.
Ju Yong Chang, and Yong Seok Heo*, "Data Augmented Dynamic Time Warping for Skeletal Action Classification," IEICE Trans. Information and Systems, Vol. E101-D, No.6, pp.1562-1571, Jun, 2018.
Do Hwan Lee, Ju Yong Chang, and Yong Seok Heo*, "Stereo Matching Using Cost Volume Fusion for High Dynamic Range Scenes," IET Electronics Letters, Vol. 53, No. 23, pp. 1522-1524, 2017.
Yong Seok Heo, Kyoung Mu Lee, and Sang Uk Lee, "Depth maps and high-dynamic range image generation from alternating exposure multiview images," Journal of Electronic Imaging (JEI), Vol. 26, No. 4, 043006, Jul. 2017. (https://doi.org/10.1117/1.JEI.26.4.043006 )
Yong Seok Heo, Soochahn Lee, and Ho Yub Jung, "Dual Exposure Fusion with Entropy-based Residual Filtering," KSII Transactions on Internet and Information Systems (TIIS), Vol. 11, No. 5, pp. 2555-2575, 2017.
Sungbum Park, Woo-sung Shim, and Yong Seok Heo*, “Unsupervised Video Segmentation and Its Application to Region-based Local Contrast Enhancement,” IS&T International Symposium on Electronic Imaging (EI), 2017.
So Yeon Kim, Bum Geun Jo, Yong Seok Heo, and Hyung Il Koo, “Augmented Reality System for Rectangular Objects,” IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), 2016.
Yong Seok Heo, Soochahn Lee, and Ho Yub Jung, "Consistent Color and Detail Transfer from Multiple Source Images for Video and Images," The Visual Computer, Vol. 32, No. 10, pp. 1273-1289, 2016.
Yong Seok Heo, "Two-step mutual information-based stereo matching," IET Electronics Letters, Vol. 52, No. 14, pp. 1225-1227, 2016.
Yong Seok Heo and Ho Yub Jung, "Probabilistic Gaussian similarity-based local colour transfer," IET Electronics Letters, Vol. 52, No. 13, pp. 1120-1122, 2016.
SeungYeon Shin, Soochahn Lee, Il Dong Yun, Ho Yub Jung, Yong Seok Heo, Sun Mi Kim, and Kyoung Mu Lee, "A Novel Cascade Classifier for Automatic Microcalcification Detection," PLoS ONE, 10(12): e0143725 , pp.1-22, 2015.
Ho Yub Jung, Soochahn Lee, Yong Seok Heo*, and Il Dong Yun, "Forest Walk Methods for Localizing Body Joints from Single Depth Image," PLoS ONE, 10(9): e0138328, pp. 1-20, Sep. 2015. (https://doi.org/10.1371/journal.pone.0138328)
Ho Yub Jung, Soochahn Lee, Yong Seok Heo, and Il Dong Yun, “Random Tree Walk toward Instantaneous 3D Human Pose Estimation,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2015, Boston, USA.
Yong Seok Heo, Kyoung Mu Lee and Sang Uk Lee, “Joint Depth Map and Color Consistency Estimation for Stereo Images with Different Illuminations and Cameras," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), Vol. 35, No. 5, pp. 1094-1106, May 2013.
SeungRyul Baek, Taegyu Lim, Yong Seok Heo, Sungbum Park, Hantak Kwak and Woosung Shim, “Superpixel Coherency and Uncertainty Models for Semantic Segmentation," The 14th IEEE International Conference on Computer Vision Workshop (ICCV Workshop), 2013, Sydney, Australia.
Yong Seok Heo, Kyoung Mu Lee, and Sang Uk Lee, “Robust Stereo Matching using Adaptive Normalized Cross Correlation," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), Vol. 33, No. 4, pp. 807-822, April 2011.
Yong Seok Heo, Kyoung Mu Lee, Sang Uk Lee, Youngsu Moon, and Joonhyuk Cha, “Ghost-free High Dynamic Range Imaging," The 10th Asian Conference on Computer Vision (ACCV) 2010, Queenstown, New Zealand.
Yong Seok Heo, Kyoung Mu Lee, and Sang Uk Lee, “Simultaneous Color Consistency and Depth Map Estimation for Radiometrically Varying Stereo Images," The 12th IEEE International Conference on Computer Vision (ICCV) 2009, Kyoto, Japan.
Yong Seok Heo, Kyoung Mu Lee, and Sang Uk Lee, “Mutual Information-based Stereo Matching Combined with SIFT Descriptor in Log-chromaticity Color Space," IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2009, Florida, USA.
Yong Seok Heo, Kyoung Mu Lee, and Sang Uk Lee, “Illumination and Camera Invariant Stereo Matching," IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2008, Alaska, USA.
Yong Seok Heo, Kyoung Mu Lee, and Sang Uk Lee, “Simultaneous Depth Reconstruction and Restoration of Noisy Stereo Images using Non-local Pixel Distribution," IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2007, Minnesota, USA.
Yong Seok Heo, and Sangyong Park, "METHOD FOR SEMANTIC SEGMENTATION BASED ON KNOWLEDGE DISTILLATION," US 11,756,202 B2, Sep. 12, 2023.
Yong Seok Heo, Jae Cheol Jung, Su Yeon Jeon, “STEREO MATCHING METHOD AND APPARATUS OF IMAGES,” US 11,657,530 B2, May 23, 2023.
Yong Seok Heo, Soo Hyun Jung, Tae Bok Lee, “METHOD AND APPARATUS FOR PROCESSING BLURRED IMAGE,” US 11,488,288 B1, Nov. 1, 2022.
정성균, 허용석, "계층적 인코더에 최적화된 의미론적 분할 기법," 33회 통신정보 합동학술대회 (JCCI), 2023년 4월 27일.
전수연, 허용석, "다중 스케일의 순차적 특징점 융합 기반 스테레오 영상 정합 네트워크," 한국통신학회 하계종합학술발표회, 2022년 6월 24일.
전수연, 허용석, "특징점 차이 기반의 효율적인 비용볼륨을 이용한 딥러닝 기반 스테레오 매칭," 제 31회 통신정보 합동학술대회, 2021년 4월.
박상용, 허용석, "다중 경로 특징점 융합 기반의 의미론적 영상 분할 기법," 멀티미디어학회논문지, 24권 1호, pp. 1-12, 2021.
정수현, 허용석, "위성영상에 대한 딥러닝 기반 비균일 움직임 블러 제거 기법," 한국통신학회 하계종합학술발표회, 2020년 8월.
박강민, 허용석, 권혁윤, "클라우드 환경에서의 분산 이미지 처리 프레임워크," 한국정보과학회 2019 한국소프트웨어종합학술대회 논문집, pp. 158-160, 2019년 12월.
박상현, 홍기호, 원진희, 허용석, "공간정보 기반의 무인비행체 시뮬레이터 지형 구축에 관한 연구," 멀티미디어학회논문지, 22권 9호, pp. 1122-1131, 2019.
정재철, 허용석, "자기 지도 학습을 이용한 PSMNet 기반의 스테레오 정합," 제 31회 영상처리 및 이해에 관한 워크샵 (IPIU), pp. 3-9, 2019년 2월.
박상용, 허용석, "다중 경로 특징점 융합 기반의 의미론적 영상 분할 기법," 한국통신학회 학술대회논문집, vol. 2019, no. 1, pp. 89-91, 2019년 1월.
김재선, 허용석, "딥러닝을 이용한 위성 영상의 의미 정보 추출 기법 동향 분석," 한국통신학회, 정보와 통신 열린강좌 제35권 제2호(별책8호), pp.3-9, 2018년 11월.
박상용, 허용석, "딥러닝을 이용한 Semantic Segmentation 기술 동향 분석," 대한전기학회, 전기의 세계 제67권 제7호, pp. 18-24, 2018년 7월.
이도환, 허용석, "하이 다이나믹 레인지 환경에서 융합 코스트 볼륨을 이용한 스테레오 정합 개선 기법," 제 29회 영상처리 및 이해에 관한 워크샵 (IPIU), 2017년 2월.
홍다소나, 허용석, "합성 곱 신경망에서 대응되는 특징 지도 정보를 활용한 의미론적 영상 분할," 제 29회 영상처리 및 이해에 관한 워크샵 (IPIU), 2017년 2월.
박상용, 정호엽, 이수찬, 허용석, "기울기 기반 패치 정합과 푸아송 방정식을 이용한 주·야간 영상 합성," 제 28회 영상처리 및 이해에 관한 워크샵 (IPIU), 2016년 2월.
허용석, 한수지, 이태복, "화소 단위 사영 판별자를 이용한 영상 노이즈 제거 방법 및 장치," (등록) 10-2614662, 2023년 12월 12일.
허용석, 이태복, 한수지, “블러 이미지에 포함된 연속적인 이미지의 취득 방법 및 장치”, (등록) 10-2565318, 2023년 8월 4일.
허용석, 박상용, 김재선, "자가 지식 증류법 기반 의미론적 영상 분할 방법 및 자가 지식 증류법 기반 의미론적 영상 분할 장치," (등록) 10-2542220, 2023년 6월 7일.
허용석, 전수연, 정재철, “영상의 스테레오 정합 방법 및 장치,” (등록) 10-2358372, 2022년 1월 27일.
허용석, 이태복, 정수현 “얼굴 영상의 점진적 디블러링 방법 및 장치,” (등록) 10-2358355, 2022년 1월 27일.
허용석, 정수현, 이태복, “블러 이미지 처리 방법 및 장치,” (등록) 10-2328029, 2021년 11월 12일.
허용석, 박상용, ”학습 성능이 향상된 지식 증류법 기반 의미론적 영상 분할 방법,” (등록) 10-2225579, 2021년 3월 3일.
허용석, 박상용, "지식 증류법 기반 의미론적 영상 분할 방법," 10-2191351(등록), 2020년 12월 9일.
허용석, 김재선, "심층 합성곱 뉴럴 네트워크를 위한 효율적인 팽창 합성곱 기법을 제공하는 방법 및 장치," 10-2128789(등록), 2020년 6월 25일.
허용석, 정재철, "스테레오 정합을 위한 영상처리 방법 및 이를 이용하는 프로그램," 10-2013649(등록), 2019년 8월 19일.
구형일, 허용석, "신경망을 이용한 간 경변 예측 장치 및 방법," 10-1876338(등록), 2018년 7월 3일.