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  • Kwanghoon Sohn
2019

Deep network for simultaneous stereo matching and dehazing

Song, T., Kim, Y., Oh, C. & Sohn, K., 2019 Jan 1.

Research output: Contribution to conferencePaper

1 Citation (Scopus)

FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence

Kim, S., Min, D., Ham, B., Lin, S. & Sohn, K., 2019 Mar 1, In : IEEE transactions on pattern analysis and machine intelligence. 41, 3, p. 581-595 15 p., 8283767.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Learning to Find Unpaired Cross-Spectral Correspondences

Jeong, S., Kim, S., Park, K. & Sohn, K., 2019 Nov, In : IEEE Transactions on Image Processing. 28, 11, p. 5394-5406 13 p., 8721725.

Research output: Contribution to journalArticle

OCEAN: Object-centric arranging network for self-supervised visual representations learning

Oh, C., Ham, B., Kim, H., Hilton, A. & Sohn, K., 2019 Jul 1, In : Expert Systems with Applications. 125, p. 281-292 12 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Structure-Texture Image Decomposition Using Deep Variational Priors

Kim, Y., Ham, B., Do, M. N. & Sohn, K., 2019 Jun 1, In : IEEE Transactions on Image Processing. 28, 6, p. 2692-2704 13 p., 8586974.

Research output: Contribution to journalArticle

2 Citations (Scopus)

The impact of viewing conditions on observer variability for cross-media colour reproduction

Cho, Y. J., Cui, G., Luo, R. & Sohn, K., 2019 Jun, In : Coloration Technology. 135, 3, p. 234-243 10 p.

Research output: Contribution to journalArticle

Unified confidence estimation networks for robust stereo matching

Kim, S., Min, D., Kim, S. & Sohn, K., 2019 Mar 1, In : IEEE Transactions on Image Processing. 28, 3, p. 1299-1313 15 p., 8510870.

Research output: Contribution to journalArticle

3 Citations (Scopus)
2018

Audio-visual attention networks for emotion recognition

Lee, J., Kim, S., Kim, S. & Sohn, K., 2018 Oct 26, AVSU 2018 - Proceedings of the 2018 Workshop on Audio-Visual Scene Understanding for Immersive Multimedia, Co-located with MM 2018. Association for Computing Machinery, Inc, p. 27-32 6 p. (AVSU 2018 - Proceedings of the 2018 Workshop on Audio-Visual Scene Understanding for Immersive Multimedia, Co-located with MM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Automatic 2D-to-3D conversion using multi-scale deep neural network

Lee, J., Jung, H., Kim, Y. & Sohn, K., 2018 Feb 20, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, p. 730-734 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2017-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

AVSU: Workshop on audio-visual scene understanding for immersive multimedia

Hilton, A., Kim, H., Kang, H-G. & Sohn, K., 2018 Oct 15, MM 2018 - Proceedings of the 2018 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 2122-2124 3 p. (MM 2018 - Proceedings of the 2018 ACM Multimedia Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Convolutional cost aggregation for robust stereo matching

Jeong, S., Kim, S., Ham, B. & Sohn, K., 2018 Feb 20, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, p. 2523-2527 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2017-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Convolutional feature pyramid fusion via attention network

Jeon, S., Kim, S. & Sohn, K., 2018 Feb 20, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, Vol. 2017-September. p. 1007-1011 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Coview'18: The 1st workshop and challenge on comprehensive video understanding in the wild

Sohn, K., Lim, J., Yang, M. H., Hsu, J., Byun, H., Lin, S., Kim, E. & Kim, S., 2018 Oct 15, MM 2018 - Proceedings of the 2018 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 2113-2115 3 p. (MM 2018 - Proceedings of the 2018 ACM Multimedia Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Deep Monocular Depth Estimation via Integration of Global and Local Predictions

Kim, Y., Jung, H., Min, D. & Sohn, K., 2018 Aug 1, In : IEEE Transactions on Image Processing. 27, 8, p. 4131-4144 14 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Deep stereo confidence prediction for depth estimation

Kim, S., Min, D., Ham, B., Kim, S. & Sohn, K., 2018 Feb 20, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, p. 992-996 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2017-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Depth prediction from a single image with conditional adversarial networks

Jung, H., Kim, Y., Min, D., Oh, C. & Sohn, K., 2018 Feb 20, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, p. 1717-1721 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2017-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Discrete-Continuous Transformation Matching for Dense Semantic Correspondence

Kim, S., Min, D., Lin, S. & Sohn, K., 2018 Jan 1, (Accepted/In press) In : IEEE transactions on pattern analysis and machine intelligence.

Research output: Contribution to journalArticle

1 Citation (Scopus)

High-precision depth estimation with the 3D LiDAR and stereo fusion

Park, K., Kim, S. & Sohn, K., 2018 Sep 10, 2018 IEEE International Conference on Robotics and Automation, ICRA 2018. Institute of Electrical and Electronics Engineers Inc., p. 2156-2163 8 p. 8461048. (Proceedings - IEEE International Conference on Robotics and Automation).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Learning descriptor, confidence, and depth estimation in multi-view stereo

Choi, S., Kim, S., Park, K. & Sohn, K., 2018 Dec 13, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2018. IEEE Computer Society, p. 389-395 7 p. 8575527. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2018-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Learning to detect, associate, and recognize human actions and surrounding scenes in untrimmed videos

Park, J., Lee, J., Jeon, S., Kim, S., Kim, S. & Sohn, K., 2018 Oct 15, CoVieW 2018 - Proceedings of the 1st Workshop and Challenge on Comprehensive Video Understanding in the Wild, co-located with MM 2018. Association for Computing Machinery, Inc, p. 21-26 6 p. (CoVieW 2018 - Proceedings of the 1st Workshop and Challenge on Comprehensive Video Understanding in the Wild, co-located with MM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multispectral human co-segmentation via joint convolutional neural networks

Choi, S., Kim, S., Park, K. & Sohn, K., 2018 Feb 20, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, p. 3115-3119 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2017-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Multi-Task Self-Supervised Visual Representation Learning for Monocular Road Segmentation

Cho, L., Kim, Y., Jung, H., Oh, C., Youn, J. & Sohn, K., 2018 Oct 8, 2018 IEEE International Conference on Multimedia and Expo, ICME 2018. IEEE Computer Society, 8486472. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

PARN: Pyramidal affine regression networks for dense semantic correspondence

Jeon, S., Kim, S., Min, D. & Sohn, K., 2018 Jan 1, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Weiss, Y., Ferrari, V. & Sminchisescu, C. (eds.). Springer Verlag, p. 355-371 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11210 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pedestrian proposal generation using depth-aware scale estimation

Park, K., Kim, S. & Sohn, K., 2018 Feb 20, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, p. 2045-2049 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2017-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recurrent transformer networks for semantic correspondence

Kim, S., Lin, S., Jeon, S., Min, D. & Sohn, K., 2018 Jan 1, In : Advances in Neural Information Processing Systems. 2018-December, p. 6126-6136 11 p.

Research output: Contribution to journalConference article

8 Citations (Scopus)

Reversible colour appearance scales for describing saturation, vividness, blackness, and whiteness for image enhancement

Cho, Y. J., Cui, G. & Sohn, K., 2018 Jan 1, CIC 2018 - 26th Color and Imaging Conference: Color Science and Engineering Systems, Technologies, and Applications, Technical Papers and Proceedings. Society for Imaging Science and Technology, p. 91-95 5 p. (Final Program and Proceedings - IS and T/SID Color Imaging Conference; vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Spatiotemporal Attention Based Deep Neural Networks for Emotion Recognition

Lee, J., Kim, S., Kiim, S. & Sohn, K., 2018 Sep 10, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1513-1517 5 p. 8461920. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Unified multi-spectral pedestrian detection based on probabilistic fusion networks

Park, K., Kim, S. & Sohn, K., 2018 Aug 1, In : Pattern Recognition. 80, p. 143-155 13 p.

Research output: Contribution to journalArticle

15 Citations (Scopus)

Unsupervised stereo matching using correspondence consistency

Joung, S., Kim, S., Ham, B. & Sohn, K., 2018 Feb 20, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, p. 2518-2522 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2017-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2017

Correlation between projector calibration error and depth expression range for autostereoscopic optical display system using laser beam scanning projector

Kim, Y. H., Kang, M. K., Yoon, K. H., Sohn, K. H. & Kim, S. K., 2017 Jan 1, Three-Dimensional Imaging, Visualization, and Display 2017. SPIE, Vol. 10219. 102190Q

Research output: Chapter in Book/Report/Conference proceedingConference contribution

DASC: Robust Dense Descriptor for Multi-Modal and Multi-Spectral Correspondence Estimation

Kim, S., Min, D., Ham, B., Do, M. N. & Sohn, K., 2017 Sep 1, In : IEEE transactions on pattern analysis and machine intelligence. 39, 9, p. 1712-1729 18 p., 7585122.

Research output: Contribution to journalArticle

12 Citations (Scopus)

DCTM: Discrete-Continuous Transformation Matching for Semantic Flow

Kim, S., Min, D., Lin, S. & Sohn, K., 2017 Dec 22, Proceedings - 2017 IEEE International Conference on Computer Vision, ICCV 2017. Institute of Electrical and Electronics Engineers Inc., p. 4539-4548 10 p. 8237747. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2017-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

17 Citations (Scopus)

Deeply aggregated alternating minimization for image restoration

Kim, Y., Jung, H., Min, D. & Sohn, K., 2017 Nov 6, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 284-292 9 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Citations (Scopus)

Fast Domain Decomposition for Global Image Smoothing

Kim, Y., Min, D., Ham, B. & Sohn, K., 2017 Aug 1, In : IEEE Transactions on Image Processing. 26, 8, p. 4079-4091 13 p., 7937834.

Research output: Contribution to journalArticle

5 Citations (Scopus)

FCSS: Fully convolutional self-similarity for dense semantic correspondence

Kim, S., Min, D., Ham, B., Jeon, S., Lin, S. & Sohn, K., 2017 Nov 6, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 616-625 10 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

35 Citations (Scopus)

Feature Augmentation for Learning Confidence Measure in Stereo Matching

Kim, S., Min, D., Kim, S. & Sohn, K., 2017 Dec, In : IEEE Transactions on Image Processing. 26, 12, p. 6019-6033 15 p., 8030080.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Homography flow for dense correspondences

Park, K., Kim, S. & Sohn, K., 2017 Jan 17, 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016. Institute of Electrical and Electronics Engineers Inc., 7820890

Research output: Chapter in Book/Report/Conference proceedingConference contribution

LAT: Local area transform for cross modal correspondence matching

Ryu, S., Kim, S. & Sohn, K., 2017 Mar 1, In : Pattern Recognition. 63, p. 218-228 11 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Lazy dragging: Effortless bounding-box drawing for touch-screen devices

Kim, K., Kim, S. & Sohn, K., 2017 May, In : IEEE Transactions on Consumer Electronics. 63, 2, p. 93-100 8 p., 8013247.

Research output: Contribution to journalArticle

Lazy Dragging: Effortless bounding-box drawing for touch-screen devices

Kim, K., Kim, S. & Sohn, K., 2017 Mar 29, 2017 IEEE International Conference on Consumer Electronics, ICCE 2017. Sanchez, D. D., Lee, J-H. & Pescador, F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 260-261 2 p. 7889309

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Modality-invariant image classification based on modality uniqueness and dictionary learning

Kim, S., Cai, R., Park, K., Kim, S. & Sohn, K., 2017 Feb 1, In : IEEE Transactions on Image Processing. 26, 2, p. 844-899 56 p., 7765067.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Personness estimation for real-time human detection on mobile devices

Kim, K., Oh, C. & Sohn, K., 2017 Apr 15, In : Expert Systems with Applications. 72, p. 130-138 9 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Point-cut: Interactive image segmentation using point supervision

Oh, C., Ham, B. & Sohn, K., 2017 Jan 1, Computer Vision - ACCV 2016 - 13th Asian Conference on Computer Vision, Revised Selected Papers. Sato, Y., Nishino, K., Lepetit, V. & Lai, S-H. (eds.). Springer Verlag, p. 229-244 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10111 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Robust interactive image segmentation using structure-aware labeling

Oh, C., Ham, B. & Sohn, K., 2017 Aug 15, In : Expert Systems with Applications. 79, p. 90-100 11 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)
2016

ANCC flow: Adaptive normalized cross-correlation with evolving guidance aggregation for dense correspondence estimation

Kim, S., Min, D. & Sohn, K., 2016 Aug 3, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, p. 3454-3458 5 p. 7533001. (Proceedings - International Conference on Image Processing, ICIP; vol. 2016-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A study on the effects of RGB-D database scale and quality on depth analogy performance

Kim, S., Kim, Y. & Sohn, K., 2016 Jan 1, Three-Dimensional Imaging, Visualization, and Display 2016. Javidi, B. & Son, J-Y. (eds.). SPIE, 986707. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9867).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Deep self-correlation descriptor for dense cross-modal correspondence

Kim, S., Min, D., Lin, S. & Sohn, K., 2016 Jan 1, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Leibe, B., Matas, J., Welling, M. & Sebe, N. (eds.). Springer Verlag, p. 679-695 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9912 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Dense correspondence using multilevel segmentation and affine transformation

Choi, S., Park, K., Kim, S. & Sohn, K., 2016 Jan 1, In : IS and T International Symposium on Electronic Imaging Science and Technology.

Research output: Contribution to journalConference article