Computer Vision Lab. KNU - Publications

Computer Vision Lab. KNU

Conference Publications

SOAP: Vision-Centric 3D Semantic Scene Completion with Scene-Adaptive Decoder and Occluded Region-Aware View Projection [paper][code]

Hyo-Jun Lee, Yeong Jun Koh, Hanul Kim, Hyunseop Kim, Yonguk Lee, and Jinu Lee

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2025

GRAE-3DMOT: Geometry Relation-Aware Encoder for Online 3D Multi-Object Tracking [paper][code]

Hyunseop Kim, Hyo-Jun Lee, Yonguk Lee, Jinu Lee, Hanul Kim, and Yeong Jun Koh

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2025

Luminance-aware Color Transform for Multiple Exposure Correction [paper][code]

Jong-Hyeon Baek, Daehyun Kim, Su-Min Choi, Hyo-Jun Lee, Hanul Kim, and Yeong Jun Koh

IEEE International Conference on Computer Vision (ICCV), Oct. 2023

BAAM: Monocular 3D pose and shape reconstruction with bi-contextual attention module and attention-guided modeling [paper][code]

Hyo-Jun Lee, Han-Ul Kim, Su-Min Choi, Seong-Gyun Jeong, and Yeong Jun Koh

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2023

Local Connectivity-Based Density Estimation for Face Clustering [paper]

Junho Shin, Hyo-Jun Lee, Hyunseop Kim, Jong-Hyeon Baek, Daehyun Kim, and Yeong Jun Koh

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2023

Journal Publications

Dual-Stream Feature Aggregation and Dual Guided Upsampling for Efficient Multi-Exposure Correction [paper]

Jong-Hyeon Baek , Hyo-Jun Lee, Hanul Kim, and Yeong Jun Koh

Knowledge-Based Systems, vol. 335, no. 115250, Feb. 2026

Artificial intelligence in animal breeding and genetics: Applications, opportunities, and challenges [paper]

Gota Morota, Hyo-Jun Lee, Seung-Hwan Lee, Hee-Bok Park, and Akio Onogi

Animal Frontiers, Feb. 2026

MECFormer: Multiple Exposure Correction Transformer Based on Autoencoder [paper]

Jong-Hyeon Baek, Hyo-Jun Lee, Hanul Kim, and Yeong Jun Koh

IEEE Access, vol. 13, pp. 83123 - 83135, Apr. 2025

deepGBLUP: joint deep learning networks and GBLUP framework for accurate genomic prediction of complex traits in Korean native cattle [paper]

Hyo-Jun Lee, Jun Heon Lee, Cedric Gondro, Yeong Jun Koh, and Seung Hwan Lee

Genetics Selection Evolution, vol. 1, pp. 1-13, Dec., 2023

Joint Appearance and Motion Model With Temporal Transformer for Multiple Object Tracking [paper]

Hyunseop Kim, Hyo-Jun Lee, Hanul Kim, Seong-Gyun Jeong, and Yeong Jun Koh

IEEE Access, vol. 11, pp. 133792-133803, Nov., 2023

Use of a graph neural network to the weighted gene co-expression network analysis of Korean native cattle [paper]

Hyo-Jun Lee, Yoonji Chung, Ki Yong Chung, Young-Kuk Kim, Jun Heon Lee, Yeong Jun Koh, and Seung Hwan Lee

Scientific Reports, vol. 12, no. 1, Jun., 2022

MSENet: Marbling score estimation network for automated assessment of Korean beef [paper]

Hyo-Jun Lee, Yeong Jun Koh, Young-Kuk Kim, Seung Hwan Lee, Jun Heon Lee, and Dong Won Seo

Meat Science, vol. 188, Jun., 2022, 108784

BTENet: Back-Fat Thickness Estimation Network for Automated Grading of the Korean Commercial Pig [paper]

Hyo-Jun Lee, Jong-Hyeon Baek, Young-Kuk Kim, Jun Heon Lee, Myungjae Lee, Wooju Park, Seung Hwan Lee, and Yeong Jun Koh

Electronics, vol. 11, no. 9, Apr., 2022

Genome-wide identification of major genes and genomic prediction using high-density and text-mined gene-based SNP panels in Hanwoo (Korean cattle) [paper]

Hyo Jun Lee, Yoon Ji Chung, Sungbong Jang, Dong Won Seo, Hak Kyo Lee, Duhak Yoon, Dajeong Lim, and Seung Hwan Lee

PloS one, vol. 15(12), no. e0241848, Dec., 2020

Genomic partitioning of growth traits using a high-density single nucleotide polymorphism array in Hanwoo [paper]

Hyo Jun Lee, Yoon Ji Chung, Sungbong Jang, Dong Won Seo, Hak Kyo Lee, Duhak Yoon, Dajeong Lim, and Seung Hwan Lee

Asian-Australasian journal of animal sciences, vol. 33(10), pp. 1558-1565, Jan., 2020

Validation Study of SNPs in CAPN1-CAST Genes on the Tenderness of Muscles (Longissimus thoracis and Semimembranosus) in Hanwoo (Korean Cattle) [paper]

Hyo Jun Lee, Shil Jin, Hyoun-Joo Kim, Mohammad Shamsul Alam Bhuiyan, Doo Ho Lee, Soo Hyun Lee, Sung Bong Jang, Man Hye Han, and Seung Hwan Lee

Animals, vol. 9(9), no. 691, Sep., 2019

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