Information about computer vision and machine learning academic field
# About conferences
In Computer Vision and Machine Learning fields, as opposed to many other disciplines, CVPR, ICCV, ECCV, AAAI, NeurIPS (NIPS), ICML, and ICLR are considered as high prestigious and top-tier conferences, which deem to have larger impacts than most SCI journals. Also, WACV, BMVC, ACCV are considered as second-tier conferences. Out of them, WACV is listed in the Top-10 in Computer Vision & Pattern Recognition category according to Google scholar metric (H5-index).
# About Journals
IEEE TMM, IEEE TCSVT, IEEE TVT are the high-impact journals. As of 2022, JCR of IEEE TMM is ~5%, JCR of IEEE TCSVT is ~9% and JCR of IEEE TVT is ~10%.
(* indicates first author, † indicates corresponding author)
2024
Journals
[J17] Image Clustering using Generated Text Centroids
Signal Processing: Image Communication, 2024.
Daehyeon Kong*, Kyeongbo Kong*, Suk-Ju Kang†
Conferences
[C24] Person in Place: Generating Associative Skeleton-Guidance Maps for Human-Object Interaction Image Editing
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun.2024. (Top-tier AI Conference)
ChangHee Yang*, Chan Hee Kang*, Kyeongbo Kong*, Hanni Oh, Suk-Ju Kang†
[C23] Human Motion Aware Text-to-Video Generation with Explicit Camera Control
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan. 2024. (Second-tier AI Conference)
Taehoon Kim*, Chanhee Kang*, Jaehyuk Park*, Daun Jeong*, ChangHee Yang*, Suk-Ju Kang†, Kyeongbo Kong†
2023
Journals
[J16] Subject-Invariant Deep Neural Networks Based on Baseline Correction for Brain-Computer Interfaces
IEEE Journal of Biomedical and Health Informatics, 2023. (IF: 7.7) [Paper]
Youngchul Kwak*, Kyeongbo Kong, Woo-Jin Song, Seong-Eun Kim†
[J15] Out-of-Focus Image Deblurring for Mobile Display Vision Inspection
Sung-Jun Min*, Kyeongbo Kong*, Suk-Ju Kang†
[J14] MosaicMVS: Mosaic-based Omnidirectional Multi-view Stereo for Indoor Scenes
Min-jung Shin*, Woojune Park*, Minji Cho*, Kyeongbo Kong*, Hosung Son, Joonsoo Kim, Kugjin Yun, Gwangsoon Lee, Suk-Ju Kang†
Conferences
[C22] Text-to-Video Editing Using Direction Information of Optical Flow
International Conference on Consumer Electronics (ICCE) Asia, Oct. 2023.
Seong-Hun Jeong*, Kyeongbo Kong†
[C21] Text-Based Video Generation with Human Motion and Controllable Camera
ICCV workshop on AI for Creative Video Editing and Understanding (ICCVw), Oct. 2023. (Top-tier AI Conference Workshop)
Taehoon Kim*, Chanhee Kang*, Jaehyuk Park*, Daun Jeong*, ChangHee Yang*, Suk-Ju Kang†, Kyeongbo Kong†
[C20] Enhancing Text-to-Video Editing with Motion Map Injection
ICCV workshop on AI for Creative Video Editing and Understanding (ICCVw), Oct. 2023. (Top-tier AI Conference Workshop) (Oral Presentation Invitation)
Seong-Hun Jeong*, Inhwan Jin*, Haesoo Choo*, Hyunjun Na*, Kyeongbo Kong†
[C19] A Novel Framework for Generating In-the-Wild 3D Hand Datasets
ICCV workshop on Observing and Understanding Hands in Action (ICCVw), Oct. 2023. (Top-tier AI Conference Workshop)
Junho Park*, Kyeongbo Kong*, Suk-Ju Kang†
[C18] SEFD: Learning to Distill Complex Pose and Occlusion
International Conference on Computer Vision (ICCV), Oct. 2023. (Top-tier AI Conference, Acceptance Rate: 26.8%)
ChangHee Yang*, Kyeongbo Kong*, Sung-Jun Min*, Geonho Cha, Ho-Deok Jang, Dongyoon Wee, Suk-Ju Kang†
[C17] Captioning-based Extensive Painting for Image Completion
International Meeting on Information Display (IMID), Aug, 2023. (Invited)
Seong-Hun Jeong*, Kyeongbo Kong†
[C16] FeedFormer: Revisiting Transformer Decoder for Efficient Semantic Segmentation
Association for the Advancement of Artificial Intelligence (AAAI), Feb. 2023. (Top-tier AI Conference, Acceptance Rate: 19.6%) [Paper]
Jae-hun Shim*, Hyunwoo Yu*, Kyeongbo Kong*, Suk-Ju Kang†
[C15] Digital Handwriting Correction Using Deep Learning
International Conference on Electronics, Information, and Communication (ICEIC). Feb. 2023.(Best Paper Award) [Paper]
Dong-Hoon Kim*, Hyunjun Na*, Seong-Hun Jeong*, Nayoung Kim, Kyeongbo Kong†
[C14] Trends in Computer Vision Researches
International Conference on Electronics, Information, and Communication (ICEIC). Feb. 2023.
Jaeseo Choi*, Changuk Choi, Kyeongbo Kong, Junghwan Kim†
[C13] An Unified Framework for Language Guided Image Completion
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan. 2023. (Second-tier AI Conference, Acceptance Rate in Round 2: 29.1%) [Paper]
Jihyun Kim*, Seong-Hun Jeong*, Kyeongbo Kong*, Suk-Ju Kang†
2022
Journals
[J13] Human Body-Aware Feature Extractor Using Attachable Feature Corrector for Human Pose Estimation
Ginam Kim*, Hyunsung Kim*, Kyeongbo Kong, Jou Won Song, Suk-Ju Kang†
[J12] Dynamic Hand Gesture Recognition using Improved Spatio-Temporal Graph Convolutional Network
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Sep. 2022. (IF: 5.859) [Paper]
Jae-Hun Song*, Kyeongbo Kong, Suk-Ju Kang†
[J11] Image Demoireing Via U-Net for Detection of Display Defects
IEEE Access, Jul. 2022. [Paper]
Jung-Hyun Kim*, Kyeongbo Kong, Suk-Ju Kang†
[J10] Penalty based Robust Learning with Noisy Labels
Neurocomputing, Jun. 2022. (IF: 5.779) [Paper]
Kyeongbo Kong*, Junggi Lee, Youngchul Kwak, Young-Rae Cho, Seong-Eun Kim, Woo-Jin Song†
Conferences
[C12] Mosaic-based omnidirectional depth estimation for view synthesis
ECCV workshop on Learning to Generate 3D Shapes and Scenes (ECCVw), Oct. 2022. (Top-tier AI Conference Workshop)
Min-jung Shin*, Minji Cho*, Woojune Park, Kyeongbo Kong, Joonsoo Kim, Kugjin Yun, Gwangsoon Lee, Suk-Ju Kang†
[C11] Selective TransHDR: Transformer-based selective HDR Imaging using Ghost Region Mask
European Conference on Computer Vision (ECCV), Oct. 2022. (Top-tier AI Conference, Acceptance Rate: 28%) [Paper]
Jou Won Song*, Ye In Park*, Kyeongbo Kong, Jaeho Kwak, Suk-Ju Kang†
[C10] Deep Anti-Aliasing: Image Restoration for Enhancing Display Defects Detection
International Meeting on Information Display (IMID), Aug, 2022. (Invited)
Sung-Jun Min*, Kyeongbo Kong*, Suk-Ju Kang†
[C9] Anomaly Segmentation Network Using Self-Supervised Learning
AAAI workshop on AI for Design and Manufacturing (AAAIw), Feb. 2022. (Top-tier AI Conference Workshop) [Paper]
Jou Won Song*, Kyeongbo Kong*, Ye In Park, Seong-Gyun Kim, Suk-Ju Kang†
[C8] Image-Adaptive Hint Generation via Vision Transformer for Outpainting
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan. 2022. (Second-tier AI Conference) [Paper]
Daehyeon Kong*, Kyeongbo Kong*, Kyunghun Kim*, Sung-Jun Min*, Suk-Ju Kang†
2021
Journals
[J9] Knowledge Distillation-aided End-to-End Learning for Linear Precoding in Multiuser MIMO Downlink Systems with Finite-Rate Feedback
Kyeongbo Kong*, Woo-Jin Song, Moonsik Min†
Conferences
[C7] Core-set Sampling for Efficient Neural Architecture Search
Jae-hun Shim*, Kyeongbo Kong*, Suk-Ju Kang†
[C6] Selective Focusing Learning for Conditional GANs
Kyeongbo Kong*, Kyunghun Kim*, Woo-Jin Song, Suk-Ju Kang†
[C5] Mitigating Memorization in Sample Selection for Learning with Noisy Labels
Kyeongbo Kong*, Junggi Lee*, Youngchul Kwak, Young-Rae Cho, Seong-Eun Kim, Woo-Jin Song†
[C4] Painting Outside As Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement With Progressive Step Learning
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan. 2021. (Second-tier AI Conference) [Paper]
Kyunghun Kim*, Yeohun Yun, Keon-Woo Kang, Kyeongbo Kong, Siyeong Lee, Suk-Ju Kang†
2020
Journals
[J8] Learning algorithm with noisy labels for video frame classification
Journal of the Society for Information Display, Dec. 2020. [Paper]
Junggi Lee*, Kyeongbo Kong, Woo-Jin Song†
[J7] BlockNet: A Deep Neural Network for Block-Based Motion Estimation Using Representative Matching
SYMMETRY-BASEL, May 2020. [Paper]
Junggi Lee*, Kyeongbo Kong*, Gyu Jin Bae, Woo-Jin Song†
[J6] Multilevel Feature Fusion With 3D Convolutional Neural Network for EEG-Based Workload Estimation
IEEE Access, Jan. 2020. [Paper]
Youngchul Kwak*, Kyeongbo Kong, Woo-Jin Song, Byoung-Kyong Min, Seong-Eun Kim†
2019
Journals
[J5] How to Estimate Global Motion Non-Iteratively From a Coarsely Sampled Motion Vector Field
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Dec. 2019. (IF: 4.133) [Paper]
Kyeongbo Kong*, Seungjun Shin, Junggi Lee, Woo-Jin Song†
[J4] Multitask bilateral learning for real‐time image enhancement
Journal of the Society for Information Display, Oct. 2019. [Paper]
Kyeongbo Kong*, Junggi Lee, Woo-Jin Song†, Minsung Kang, Kyung Joon Kwon, Seong Gyun Kim
[J3] Recycling: Semi-Supervised Learning With Noisy Labels in Deep Neural Networks
IEEE Access, Jun. 2019. [Paper]
Kyeongbo Kong*, Junggi Lee, Youngchul Kwak, Minsung Kang, Seong Gyun Kim, Woo-Jin Song†
[J2] Multistage Fusion With Dissimilarity Regularization for SAR/IR Target Recognition
IEEE Access, Jan. 2019. [Paper]
Young-Rae Cho*, Seungjun Shin, Sung-Hyuk Yim, Kyeongbo Kong, Hyun-Woong Cho, Woo-Jin Song†
~2018
Journals
[J1] Tone mapping to minimize visual sensation distortion considering brightness and local band-limited contrast: Minimum visual sensation distortion tone mapping
Journal of the Society for Information Display, Oct. 2017. [Paper]
Seungjun Shin*, Kyeongbo Kong, Junggi Lee, Woo-Jin Song†, Kyung Joon Kwon, Seong Gyun Kim
Conferences
[C3] CNN-based LDR-to-HDR conversion system
Seung-Jun Shin*, Kyeongbo Kong, Woo-Jin Song†
[C2] Histogram-based Non-Iterative Global Motion Estimation
International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jul. 2016.
Kyeongbo Kong*, Seungjun Shin, Woo-Jin Song†
[C1] Time-consistent Depth Estimation for 2D-to-3D Conversion System Using Color Histogram and Variance Map
International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jul. 2016.
Seungjun Shin*, Kyeongbo Kong, Woo-Jin Song†