Publication

Journals

• • Y. H. Kim, S. Nam, S. J. Kim, "2PESNet: Towards online processing of temporal action localization", Pattern Recognition, 2022 (accepted)

  • S. W. Oh, J.-Y. Lee, N. Xu, S. J. Kim, "Space-time Memory Networks for Video Object Segmentation with User Guidance", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 4, No. 1, 2022 (link)

  • Y. H. Kim, S. Nam , S. J. Kim, "Temporally Smooth Online Action Detection using Cycle-consistent Future Anticipation", Pattern Recognition, Vol. 116, 2021

  • Y. B. Hwang, J.-Y Lee, I. S. Kwon, S. J. Kim, " Probabilistic Moving Least Squares with Spatial Constraints for Nonlinear Color Transfer Between Images", Computer Vision and Image Understanding (CVIU), Vol. 180, 2019

  • H.-R. Kim, Y-S Kim, S. J. Kim, and I.-K. Lee, "Building Emotional Machines: Recognizing Image Emotions through Deep Neural Networks", to appear in IEEE Transactions on Multimedia, Vol. 20, No. 11, 2018

  • H.-G. Jeon, J.-Y. Lee, Y. Han, S. J. Kim, I. S. Kweon, "Multi-Image Deblurring using Complementary Sets of Fluttering Patterns", IEEE Transaction on Image Processing (TIP), Vol. 26, No. 5, 2017  [TIP Link]

  • H.-G. Jeon, J.-Y. Lee, Y. Han, S. J. Kim, I. S. Kweon, “Generating Fluttering Pattern with Autocorrelation for Coded Exposure Imaging”, International Journal of Computer Vision (IJCV), Vol 123, No. 2, 2017 [ijcv link]

  • S. W.  Oh, S. J. Kim, “Approaching the Computational Color Constancy as a Classification Problem through Deep Learning”, Pattern Recognition, Vol. 61, pp. 405-416, 2017 [pdf]

  • R. Nguyen, S. J. Kim, M. S. Brown, "Iluminant Aware Gamut-Based Color Transfer", Computer Graphics Forum (Proc. Pacific Graphics), Vol. 33, No. 7, 2014 [pdf]

  • H. Cho, S. J. Kim, S. Lee, "Single-shot High Dynamic Range Imaging Using Coded Electronic Shutter", Computer Graphics Forum (Proc. Pacific Graphics), Vol. 33, No. 7, 2014 (Best Paper Award) [pdf]

  • Y.-W. Tai, X. Chen, S. Kim, S. J. Kim, F. Li, J. Yang, J. Yu, Y. Matsushita, M.S. Brown, "Nonlinear Camera Response Functions and Image Deblurring: Theoretical Analysis and Practice", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 35, No. 10, Oct, 2013, 2498-2512. [pdf][bibtex]

  • S. J. Kim, H. Lin, L. Zheng, S. Susstrunk, S. Lin, M. S. Brown, "A New In-Camera Imaging Model for Color Computer Vision and its Application", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 34, No. 12, Dec, 2012, 2289 - 2302. [pdf] [bibtex] [project page] [video]

  • J. Gao, S. J. Kim, M. S. Brown, "Creating Picture Legends for Group Photos", Computer Graphics Forum (Proc. EUROGRAPHICS), Vol. 31,  No. 2, 2012, 257-264. [pdf] [bibtex] 

  • S. J. Kim, F. Deng, M. S. Brown, "Visual Enhancement of Old Documents with Hyperspectral Imaging", Pattern Recognition, Vol. 44, No. 7, July, 2011, 1461 - 1469. [pdf] [bibtex] 

  • S. J. Kim, S. Zhou, F. Deng, C.-W. Fu, M. S. Brown, "Interactive Visualization of Hyperspectral Images of Historical Documents",  IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE Visualization Conference), Vol. 16, No. 6, Nov-Dec, 2010, 1441 - 1448. [pdf] [bibtex] 

  • S. J. Kim, D. Gallup, J.-M. Frahm, and M. Pollefeys, "Joint Radiometric Calibration and Feature Tracking for an Adaptive Stereo System",  Computer Vision and Image Understanding,  Vol. 114, No. 5, May, 2010, 574-582. [pdf] [bibtex] 

  • M. Pollefeys, D. Nister, J.-M. Frahm, A. Akbarzadeh, P. Mordohai, B. Clipp, C. Engels, D. Gallup, S. J. Kim, P. Merrell, C. Salmi, S. Sinha, B. Talton, L. Wang, Q. Yang, H. Stewenius, R. Yang, G. Welch, H. Towles, "Detailed Real-Time Urban 3D Reconstruction From Video",  International Journal of Computer Vision, Vol. 78, No. 2-3, July, 2008, 143-167. [pdf] [bibtex] 

  • S. J. Kim and M. Pollefeys, "Robust Radiometric Calibration and Vignetting Correction", IEEE Transactions on Pattern Analysis and Machine Intelligence,  Vol. 30, No. 4, April, 2008, 562-576. [pdf] [bibtex]

Conferences

[2024]

• Jinho Jeong, Jinwoo Kim, Younghyun Jo, Seon Joo Kim, "Accelerating Large Image Super-Resolution Networks with Pixel-Level Classification", Proc. European Conference on Computer Vision (ECCV), 2024

• Hanjung Kim, Jaehyun Kang, Miran Heo, Sukjun Hwang, Seoung Wug Oh, Seon Joo Kim, "VISAGE: Video Instance Segmentation with Appearance-Guided Enhancement", Proc. European Conference on Computer Vision (ECCV), 2024

• Hyolim Kang, Jeongseok Hyun, Joungbin An, Youngjae Yu, Seon Joo Kim, "ActionSwitch: Class-agnostic Detection of Simultaneous Actions in Streaming Videos", Proc. European Conference on Computer Vision (ECCV), 2024

• Subin Jeon, In Cho, Minsu Kim, Woongoh Cho, Seon Joo Kim, "Hierarchically Structured Neural Bones for Reconstructing Animatable Objects from Casual Videos", Proc. European Conference on Computer Vision (ECCV), 2024

• Hyunbo Shim*, In Cho*, Daekyu Kwon, Seon Joo Kim, "Domain Reduction Strategy for Non-Line-of-Sight Imaging", Proc. European Conference on Computer Vision (ECCV), 2024

• In Cho, Hyunbo Shim, Seon Joo Kim, "Learning to Enhance Aperture Phasor Field for Non-Line-of-Sight Imaging", Proc. European Conference on Computer Vision (ECCV), 2024

• Dongyoung Kim, Jin Woo Kim, Junsang Yu, Seon Joo Kim, "Attentive Illumination Decomposition Model for Multi-Illuminant White Balancing", Proc. Computer Vision and Pattern Recognition (CVPR), 2024

[2023]

• Joungbin An, Hyolim Kang, Su Ho Han, Ming-Hsuan Yang, Seon Joo Kim, "MiniROAD: Minimal Framework for Online Action Detection", Proc. International Conference on Computer Vision (ICCV), 2023

• Miran Heo, Sukjun Hwang, Jeongseok HYUN, Hanjung Kim, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim, "A Generalized Framework for Video Instance Segmentation", Proc. Computer Vision and Pattern Recognition (CVPR),  2023

•  Jinwoo Kim, Janghyuk Choi, Ho-Jin Choi, Seon Joo Kim, "Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning",
  Proc. Computer Vision and Pattern Recognition (CVPR), 2023

• Hyolim Kang, Hanjung Kim, Joungbin An, Minsu Cho, Seon Joo Kim, "Soft-Landing Strategy for Alleviating the Task Discrepancy Problem in Temporal Action Localization Tasks", Proc. Computer Vision and Pattern Recognition (CVPR), 2023

[2022]

• Miran Heo*, Sukjun Hwang*, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim, "VITA: Video Instance Segmentation via Object Token Association", NeurIPS 2022  (* Equal Contribution)

• Sejong Yang, Subin Jeon, Seonghyeon Nam, Seon Joo Kim, "Dense Interspecies Face Embedding", NeurIPS 2022

• Lee Hyun*, Taehyun Kim*, Hyolim Kang, Minjoo Ki, Hyeonchan Hwang, Kwanho Park, Sharang Han, Seon Joo Kim, "ComMU: Dataset for Combinatorial Music Generation", NeurIPS 2022 (* Equal Contribution)

• Jaeyeon Kang, Seoung Wug Oh, Seon Joo Kim, "Error Compensation Framework for Flow-Guided Video Inpainting", European Conference on Computer Vision (ECCV), 2022

• Young Hwi Kim, Hyolim Kang, Seon Joo Kim, "A Sliding Window Scheme for Online Temporal Action Localization", European Conference on Computer Vision (ECCV), 2022

• Miran Heo, Sukjun Hwang, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim, "Integrating Pose and Mask Predictions for Multi-Person in Videos",
  Proc. Computer Vision and Patter Recognition Workshop (CVPRW), Efficient Deep Learning for Computer Vision (ECV) 2022

• Sukjun Hwang, Miran Heo, Seoung Wug Oh, Seon Joo Kim, "Cannot See the Forest for the Trees: Aggregating Multiple Viewpoints to Better Classify Objects in Videos", Proc. Computer Vision and Pattern Recognition (CVPR), 2022

• Hyolim Kang*, Jinwoo Kim*, Taehyun Kim, Seon Joo Kim, "UBoCo: Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection", Proc. Computer Vision and Pattern Recognition (CVPR), 2022 (*Equal Contribution)

• Su Ho Han, Sukjun Hwang, Seoung Wug Oh, Yeonchool Park, Hyunwoo Kim, Min-Jung Kim, Seon Joo Kim, "VISOLO: Grid-Based Space-Time Aggregation for Efficient Online Video Instance Segmentation", Proc. Computer Vision and Pattern Recognition (CVPR, Oral Presentation), 2022

• Sukjun Hwang, Seoung Wug Oh, Seon Joo Kim, "Single-shot Path Integrated Panoptic Segmentation", Winter Conference on Applications of Computer Vision (WACV), 2022

[2021]

• Sukjun Hwang, Miran Heo, Seoung Wug Oh, Seon Joo Kim, "Video Instance Segmentation using Inter-Frame Communication Transformers",
  Proc. Neural Information Processing Systems (NeurIPS), 2021

• Hyolim Kang, Kyungmin Kim, Yumin Ko, Seon Joo Kim, "CAG-QIL: Context-Aware Actionness Grouping via Q Imitation Learning for Online Temporal Action Localization", Proc. International Conference on Computer Vision (ICCV), 2021

• Dongyoung Kim, Jin Woo Kim, Seonghyeon Nam, Dongwoo Lee, Yeonkyung Lee, Nahyup Kang, Hyong-Euk Lee, Byungin Yu, Jae-joon Han,
  Seon Joo Kim, "Large Scale Multi-Illuminant (LSMI) Dataset for Developing White Balance Algorithm under Mixed Illumination", Proc. International Conference on Computer Vision (ICCV), 2021

• Hyolim Kang, Jinwoo Kim, Kyungmin Kim, Taehyun Kim, Seon Joo Kim, "Winning the CVPR'2021 Kinetics-GEBD Challenge: Contrastive Learning Approach", Proc. Computer Vision and Patter Recognition Workshop (CVPRW) - LOng-form VidEo Understanding (LOVEU), 2021
  (1st place in Track 1.1 and Track 1.2 Challenge)

• Younghyun Jo, Sejong Yang, Seon Joo Kim, "VidEo UnderstandingSRFlow-DA: Super-Resolution Using Normalizing Flow With Deep Convolutional Block", Proc. Computer Vision and Patter Recognition Workshop (CVPRW)  - NTIRE, 2021
  (Runner-Up Award in NTIRE 2021 Challenge on Learning the Super-Resolution Space)

• Kyungmin Kim, Bichen Wu, Xiaoliang Dai, Peizhao Zhang, Zhicheng Yan, Peter Vajda, Seon Joo Kim, "Rethinking the Self-Attention in Vision Transformers",   Proc. Computer Vision and Patter Recognition Workshop (CVPRW)  - Efficient Deep Learning for Computer Vision, 2021

• G. Nam, M. Heo, S. W. Oh, J.-Y. Lee, S. J. Kim, "Polygonal Point Set Tracking", Proc. Computer Vision and Pattern Recognition (CVPR), 2021

• Y. Jo, S. J. Kim, "Practical Single-Image Super-Resolution Using Look-Up Table", Proc. Computer Vision and Pattern Recognition (CVPR), 2021

• Y. Jo, S. W. Oh, P. Vajda, S. J. Kim, "Tackling the Ill-Posedness of Super-Resolution through Adaptive Target Generation", Proc. Computer Vision and Pattern Recognition (CVPR), 2021

[2020]

• J. Kang, Y. Jo, S. W. Oh, P. Vajda, S. J. Kim, "Deep Space-time Upsampling Networks", Proc. European Conference on Computer Vision (ECCV), 2020

• S. Jeon, S. Nam, S. W. Oh, S. J. Kim, "Cross-Identity Motion Transfer for Arbitrary Objects through Pose-Attentive Video Reassembling", Proc. European Conference on Computer Vision (ECCV), 2020

• Y. Jo, S. Yang, S. J. Kim, "Investigating Loss Functions for Extreme Super-Resolution", Proc. Computer Vision and Pattern Recognition (CVPR) NTIRE Workshop, 2020

[2019]

• Y. Kim, , S. Nam, I. Jo, S. J. Kim, "Unsupervised Keypoint Learning for Guiding Class-conditional Video Prediction", Proc. Conference on Neural Information Processing Systems (NeurIPS) , 2019

• S. W. Oh, J.-Y. Lee, N. Xu, S. J. Kim, "Video Object Segmentation using Space-Time Memory Networks", Proc. International Conference on Computer Vision (ICCV, Oral), 2019

• S. W. Oh, S. H. Lee, J.-Y. Lee, S. J. Kim, "Onion-Peel Networks for Deep Video Completion", Proc. International Conference on Computer Vision (ICCV), 2019

• S. H. Lee, S. W. Oh, D.Y. Won, S. J. Kim, "Copy-and-Paste Networks for Deep Video Inpainting", Proc. International Conference on Computer Vision (ICCV), 2019

• S. W. Oh, J.-Y. Lee, N. Xu, S. J. Kim, "Fast User-Guided Video Object Segmentation by Interaction-and-Propagation Networks", Proc. Computer Vision and Pattern Recognition (CVPR), 2019

• S. Nam, C. Ma, M. Chai, W. Brendel, N. Xu, S. J. Kim, "End-to-end Time-lapse Video Synthesis from a Single Outdoor Image", Proc. Computer Vision and Pattern Recognition (CVPR), 2019

[2018]

• S. Nam, Y. Kim, S. J. Kim, "Text-Adaptive Generative Adversarial Networks (TAGAN): Manipulating Images with Natural Language", Proc. Conference on Neural Information Processing Systems (NeurIPS)(Spotlight), 2018

• M. Shim*, Y. H. Kim*,K. Kim*, S. J. Kim, "Teaching Machines to Understand Baseball Games: Large Scale Baseball Video Database for Multiple Video Understanding Tasks", Proc. European Conference on Computer Vision (ECCV), 2018 (* indicates equal contribution)

• Y. Jo, S. W. Oh, J. Y. Kang, S. J. Kim, "Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation", Proc. Computer Vision and Pattern Recognition (CVPR), 2018

• S. W. Oh, J.-Y. Lee, K. Sunkavalli, S. J. Kim, "Fast Video Object Segmentation by Reference-Guided Mask Propagation", Proc. Computer Vision and Pattern Recognition (CVPR)(Spotlight), 2018

• C. H. Shin, H. G. Jeon, Y. J. Lee, I. S. Kweon, S. J. Kim, "EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth from Light Field Images", Proc. Computer Vision and Pattern Recognition (CVPR), 2018

[~ 2017]

• S. Nam,  S. J. Kim, "Modelling the Scene Dependent Imaging in Cameras with a Deep Neural Network", Proc. International Conference on Computer Vision (ICCV), 2017

• S. W. Oh, M. S. Brown, M. Pollefeys, S. J. Kim, "Do It Yourself Hyperspectral Imaging with Everyday Digital Cameras", Proc. Computer Vision and Pattern Recognition (CVPR)(Spotlight), 2016 [pdf]

• S. Nam, Y. B. Hwang, Y. Matsushita, S. J. Kim, "A Holistic Approach to Cross-Channel Image Noise Modeling and its Application to Image Denoising", Proc. Computer Vision and Pattern Recognition (CVPR)(Spotlight), 2016 [pdf]

• H.-G. Jeon, J.-Y. Lee, Y. Han,  S. J. Kim, I.S. Kweon, "Complementary Sets of Shutter Sequences for Motion Deblurring", Proc. International Conference on Computer Vision (ICCV), 2015 [pdf]

• S. Kim, S. Ryu, B. Ham, S. J. Kim, and K. Sohn, "Robust Stereo Matching Using Probabilistic Laplacian Surface Propagation," Proc. Asian Conference on Computer Vision (ACCV), 2014.

• Y. B. Hwang, J.-Y Lee, I. S. Kwon, S. J. Kim, "Color Transfer Using Probabilistic Moving Least Squares",  Proc. Computer Vision and Pattern Recognition(CVPR), 2014. [pdf]

• H.-G. Jeon, J.-Y. Lee, Y. Han,  S. J. Kim, I.S. Kweon, "Fluttering Pattern Generation using Modified Legendre Sequence for Coded Exposure Imaging'', Proc. International Conference on Computer Vision (ICCV), 2013. [pdf] [bibtex][project page]

• F. Deng, S. J. Kim, Y.-W. Tai, M. S. Brown, "Color-aware Regularization for Gradient Domain Image Manipulation", Proc. Asian Conference on Computer Vision (ACCV), 2012. [pdf] [bibtex]

• H. Lin, Z. Lu, S. J. Kim, M. S. Brown, "Nonuniform Lattice Regression for Modeling the Camera Imaging Pipeline'', Proc. European Conference on Computer Vision (ECCV), 2012. [pdf] [bibtex]

• S. J. Kim, H. Ng, S. Winkler, P. Song, C.-W. Fu, "Brush-and-Drag: A Multi-touch Interface For Photo Triaging'',  Proc. MobileHCI, 2012. [pdf] [bibtex] [video]

• S. Kim, Y.-W. Tai, S. J. Kim, M. S. Brown, Y. Matsushita, "Nonlinear Camera Response Functions and Image Deblurring'', Proc. IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2012. [pdf] [bibtex]

• H. Lin, S. J. Kim, S. Susstrunk, M. S. Brown, "Revisiting Radiometric Calibration for Color Computer Vision'', Proc. International Conference on Computer Vision (ICCV), 2011. [pdf] [bibtex]

• J. Gao, S. J. Kim, M. S. Brown, "Constructing Image Panoramas using Dual-Homography Warping", Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011. [pdf] [bibtex]

• S. Liu, M. S. Brown, S. J. Kim, Y.-W. Tai, "Colorization for Single Image Super Resolution", Proc. European Conference on Computer Vision (ECCV), 2010.  [pdf] [bibtex]

• S. J. Kim, G. Doretto,  J. Rittscher, P. Tu, N. Krahnstoever, M. Pollefeys, "A model change detection approach to dynamic scene modeling",  Proc. IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS), 2009. [pdf] [bibtex]

• S. J. Kim, J.-M. Frahm, and M. Pollefeys, "Radiometric Calibration with Illumination Change for Outdoor Scene Analysis", Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008. [pdf] [bibtex]

• S. J. Kim, J.-M. Frahm, and M. Pollefeys, "Joint Feature Tracking and Radiometric Calibration from Auto-Exposure Video", Proc. International Conference on Computer Vision (ICCV), 2007. [pdf] [bibtex]

• S. J. Kim, D. Gallup, J.-M. Frahm, A. Akbarzadeh, Q. Yang, R. Yang, D. Nister, M. Pollefeys, "Gain Adaptive Real-Time Stereo Streaming", Proc. International Conference on Computer Vision Systems, 2007. [pdf] [bibtex]

• S. J. Kim and M. Pollefeys, "Radiometric Alignment of Image Sequences", Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2004. [pdf] [bibtex]

• S. Sinha, M. Pollefeys, S. J. Kim, "High-Resolution Multiscale Panoramic Mosaics from Pan-Tilt-Zoom Cameras", 4th Indian Conference on Computer Vision, Graphics and Image Processing, 2004. 

• S. J. Kim, D. J. Lee, and J. Kim, "Algorithm for Detection and Elimination of False Minutiae in Fingerprint Images", Proc. of the Third Conference on Audio- and Video-Based Biometric Person Authentication, 2001.