Selected Publications
Journal
Donghyeon Cho, Yasuyuki Matsushita, Yu-Wing Tai and In So Kweon.  Semi-calibrated Photometric Stereo. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018. [pdf]
Donghyeon Cho, Yu-Wing Tai and In So Kweon. Deep Convolutional Neural Network for Natural Image Matting using Initial Alpha Mattes. IEEE Transactions on Image Processing (TIP), 2018. [pdf]
Donghyeon Cho, Sunyeong Kim, Yu-Wing Tai and In So Kweon. Automatic Trimap Generation and Consistent Matting for Light-Field Images. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017. [pdf] [project page]
Conference
Yunjae Jung, Donghyeon Cho, Dahun Kim, Sanghyun Woo  and In So Kweon. Discriminative Feature Learning for Unsupervised Video Summarization. The AAAI Conference on Artificial Intelligence  (AAAI), 2019.
Dahun Kim,  Donghyeon Cho and In So Kweon. Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles. The AAAI Conference on Artificial Intelligence  (AAAI), 2019.
Sanghyun Woo, Dahun Kim, Donghyeon Cho, In So Kweon. LinkNet: Relational
Embedding for Scene Graph. Conference on Neural Information Processing Systems (NIPS), 2018. [
paper]
Jin-Seok Park, Donghyeon Cho, Wonhyuk Ahn and Heung-Kyu Lee. Double
JPEG Detection in Mixed JPEG Quality Factors using Deep Convolutional Neural
Network. European Conference on Computer Vision (ECCV), 2018. [
paper]
Dahun Kim,  Donghyeon Cho, Donggeun Yoo and In So Kweon. Representation Learning by Completing Corrupted Jigsaw Puzzles. IEEE Winter Conference on Applications of Computer Vision  (WACV), 2018. [pdf]
Donghyeon Cho, Jinsun Park, Tae-Hyun Oh, Yu-Wing Tai and In So Kweon. Weakly- and Self- Supervised Learning for Content-aware Deep Image Retargeting. IEEE International Conference on Computer Vision (ICCV), 2017. [paper][bibtex] [Spotlight Presentation]
Dahun Kim, Donghyeon Cho, Donggeun Yoo and In So Kweon. Two-Phase Learning for Weakly Supervised Object Localization. IEEE International Conference on Computer Vision (ICCV), 2017. [paper][bibtex]
Jinsun Park, Yu-Wing Tai, Donghyeon Cho and In So Kweon. A unified Approach of Multi-scale Deep and Hand-crafted Features for Defocus Estimation. IEEE Conference on Computer Vision and Pattern Recognition  (CVPR), 2017. [pdf][bibtex] [project page]
Donghyeon Cho, Yu-Wing Tai and In So Kweon. Natural Image Matting using Deep Convolutional Neural Networks. European Conference on Computer Vision (ECCV), 2016. [pdf][bibtex] [project page]
Donghyeon Cho, Yasuyuki Matsushita, Yu-Wing Tai and In So Kweon. Photometric Stereo under Non-uniform Light Intensities and Exposures. European Conference on Computer Vision (ECCV), 2016. [pdf][bibtex] [project page]
Donghyeon Cho, Sunyeong Kim and Yu-Wing Tai, Consistent Matting for Light Field Images. European Conference on Computer Vision (ECCV), 2014. [pdf][bibtex][project page]
Donghyeon Cho, Minhaeng Lee, Sunyeong Kim and Yu-Wing Tai. Modeling the calibration pipeline of the Lytro camera for high quality light-field image reconstruction. IEEE International Conference on Computer Vision (ICCV) 2013. [pdf][bibtex][project page]
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