• 177 Citations
  • 7 h-Index
20042020

Research output per year

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Research Output

  • 177 Citations
  • 7 h-Index
  • 20 Conference contribution
  • 16 Article
  • 3 Paper
  • 2 Editorial
2020

A convolutional neural network-based model observer for breast CT images

Kim, G., Han, M., Shim, H. & Baek, J., 2020 Apr 1, In : Medical physics. 47, 4, p. 1619-1632 14 p.

Research output: Contribution to journalArticle

Discriminator Feature-Based Inference by Recycling the Discriminator of GANs

Bang, D., Kang, S. & Shim, H., 2020 Jan 1, (Accepted/In press) In : International Journal of Computer Vision.

Research output: Contribution to journalArticle

Open Access

Diversity regularized autoencoders for text generation

Ko, H., Lee, J., Kim, J., Lee, J. & Shim, H., 2020 Mar 30, 35th Annual ACM Symposium on Applied Computing, SAC 2020. Association for Computing Machinery, p. 883-891 9 p. (Proceedings of the ACM Symposium on Applied Computing).

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

Open Access

Real-time integrated human activity recognition system based on multimodal user understanding

Choi, J. H., Kim, K., Park, T., Yun, J., Lee, J. H., Kim, S., Shim, H. & Lee, J. S., 2020 Mar 17, Proceedings of the 25th International Conference on Intelligent User Interfaces Companion. IUI 2020. Association for Computing Machinery, p. 89-90 2 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

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

Open Access
2019

A performance comparison of convolutional neural network-based image denoising methods: The effect of loss functions on low-dose CT images

Kim, B., Han, M., Shim, H. & Baek, J., 2019 Sep 1, In : Medical physics. 46, 9, p. 3906-3923 18 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Attention-based dropout layer for weakly supervised object localization

Choe, J. & Shim, H., 2019 Jun, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 2214-2223 10 p. 8954302. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

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

5 Citations (Scopus)

Collaborative distillation for top-N recommendation

Lee, J. W., Choi, M., Lee, J. & Shim, H., 2019 Nov, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019. Wang, J., Shim, K. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 369-378 10 p. 8970837. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2019-November).

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

Depth Reconstruction of Translucent Objects from a Single Time-of-Flight Camera Using Deep Residual Networks

Song, S. & Shim, H., 2019 Jan 1, Computer Vision – ACCV 2018 - 14th Asian Conference on Computer Vision, Revised Selected Papers. Li, H., Schindler, K., Jawahar, C. V. & Mori, G. (eds.). Springer Verlag, p. 641-657 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11365 LNCS).

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

Dual neural personalized ranking

Kim, S., Lee, J. & Shim, H., 2019 May 13, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 863-873 11 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

1 Citation (Scopus)

Editable Generative Adversarial Networks: Generating and Editing Faces Simultaneously

Baek, K., Bang, D. & Shim, H., 2019 Jan 1, Computer Vision – ACCV 2018 - 14th Asian Conference on Computer Vision, Revised Selected Papers. Li, H., Jawahar, C. V., Mori, G. & Schindler, K. (eds.). Springer Verlag, p. 39-55 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11361 LNCS).

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

Resembled generative adversarial networks: Two domains with similar attributes

Bang, D. & Shim, H., 2019 Jan 1.

Research output: Contribution to conferencePaper

Resembled generative adversarial networks: Two domains with similar attributes

Bang, D. & Shim, H., 2019 Jan 1.

Research output: Contribution to conferencePaper

Semantic-aware neural style transfer

Park, J. H., Park, S. & Shim, H., 2019 Jul, In : Image and Vision Computing. 87, p. 13-23 11 p.

Research output: Contribution to journalArticle

2018

Robust approach to inverse lighting using RGB-D images

Choe, J. & Shim, H., 2018 Apr, In : Information sciences. 438, p. 73-94 22 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2017

Face Generation for Low-Shot Learning Using Generative Adversarial Networks

Choe, J., Park, S., Kim, K., Park, J. H., Kim, D. & Shim, H., 2017 Jul 1, Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. Institute of Electrical and Electronics Engineers Inc., p. 1940-1948 9 p. (Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017; vol. 2018-January).

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

15 Citations (Scopus)

Robust approach to reconstructing transparent objects using a time-of-flight depth camera

Kim, K. & Shim, H., 2017 Feb 6, In : Optics Express. 25, 3, p. 2666-2676 11 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)
2016

Online underwater optical mapping for trajectories with gaps

Elibol, A., Shim, H., Hong, S., Kim, J., Gracias, N. & Garcia, R., 2016 Jul 1, In : Intelligent Service Robotics. 9, 3, p. 217-229 13 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Recovering Translucent Objects Using a Single Time-of-Flight Depth Camera

Shim, H. & Lee, S., 2016 May 1, In : IEEE Transactions on Circuits and Systems for Video Technology. 26, 5, p. 841-854 14 p., 7029010.

Research output: Contribution to journalArticle

13 Citations (Scopus)
2015

3D motion artifact compenstation in CT image with depth camera

Ko, Y., Baek, J. & Shim, H., 2015 Jan 1, Proceedings of SPIE-IS and T Electronic Imaging - Image Processing: Machine Vision Applications VIII. Niel, K. S. & Lam, E. Y. (eds.). SPIE, 94050R. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9405).

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

Depth image enhancement using perceptual texture priors

Bang, D. & Shim, H., 2015 Jan 1, Proceedings of SPIE-IS and T Electronic Imaging - Human Vision and Electronic Imaging XX. Rogowitz, B. E., Pappas, T. N. & de Ridder, H. (eds.). SPIE, 93941C. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9394).

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

Developing a visual stopping criterion for image mosaicing using invariant color histograms

Elibol, A. & Shim, H., 2015 Jan 1, Advances in Multimedia Information Processing – PCM 2015 - 16th Pacific-Rim Conference on Multimedia, Proceedings. Ho, Y-S., Ro, Y. M., Kim, J., Wu, F. & Sang, J. (eds.). Springer Verlag, p. 350-359 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9315).

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

2 Citations (Scopus)

Inverse lighting for non-homogeneous objects from color and depth image using wavelet representation

Choe, J. & Shim, H., 2015 Jan 1, Proceedings of SPIE-IS and T Electronic Imaging - Computational Imaging XIII. Bouman, C. A. & Sauer, K. D. (eds.). SPIE, 94010L. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9401).

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

1 Citation (Scopus)

Skewed stereo time-of-flight camera for translucent object imaging

Lee, S. & Shim, H., 2015 Nov 1, In : Image and Vision Computing. 43, p. 27-38 12 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)
2014

Hybrid exposure for depth imaging of a time-of-flight depth sensor

Shim, H. & Lee, S., 2014 Jan 1, In : Optics Express. 22, 11, p. 13393-13402 10 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)
2013

Workshop on color depth fusion in computer vision

Lee, S., Shim, H., Choi, O., Jung, S. W. & Rusu, R. B., 2013 Apr 15, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7728 LNCS, PART 1, p. XVI

Research output: Contribution to journalEditorial

Workshop on color depth fusion in computer vision

Lee, S., Shim, H., Choi, O., Jung, S. W. & Rusu, R. B., 2013 Apr 15, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7729 LNCS, PART 2, p. XVI

Research output: Contribution to journalEditorial

2012

An example-based face relighting

Shim, H. & Chen, T., 2012 Jan 1, Proceedings of SPIE-IS and T Electronic Imaging - The Engineering Reality of Virtual Reality 2012. SPIE, 82890B. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8289).

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

Automatic color realism enhancement for computer generated images

Shim, H. & Lee, S., 2012 Dec, In : Computers and Graphics (Pergamon). 36, 8, p. 966-973 8 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Automatic color realism enhancement for virtual reality

Shim, H. & Lee, S., 2012 May 14, IEEE Virtual Reality Conference 2012, VR 2012 - Proceedings. p. 59-60 2 p. 6180881. (Proceedings - IEEE Virtual Reality).

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

2 Citations (Scopus)

Estimating all frequency lighting using a color/depth image

Shim, H., 2012 Dec 1, 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings. p. 565-568 4 p. 6466922. (Proceedings - International Conference on Image Processing, ICIP).

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

2 Citations (Scopus)

Faces as light probes for relighting

Shim, H., 2012 Jul 1, In : Optical Engineering. 51, 7, 077002.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Light weight multiview capturing

Shim, H., Chen, T., Lee, S., Kim, J. D. & Kim, C., 2012 May 11, 2012 IEEE Consumer Communications and Networking Conference, CCNC'2012. p. 25-29 5 p. 6181057. (2012 IEEE Consumer Communications and Networking Conference, CCNC'2012).

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

Performance evaluation of time-of-flight and structured light depth sensors in radiometric/geometric variations

Shim, H. & Lee, S., 2012 Sep 1, In : Optical Engineering. 51, 9, 094401.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Probabilistic approach to realistic face synthesis with a single uncalibrated image

Shim, H., 2012 Jul 27, In : IEEE Transactions on Image Processing. 21, 8, p. 3784-3793 10 p., 6175125.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Time-of-flight sensor and color camera calibration for multi-view acquisition

Shim, H., Adelsberger, R., Kim, J. D., Rhee, S. M., Rhee, T., Sim, J. Y., Gross, M. & Kim, C., 2012 Dec 1, In : Visual Computer. 28, 12, p. 1139-1151 13 p.

Research output: Contribution to journalArticle

19 Citations (Scopus)

ToF depth image motion blur detection using 3D blur shape models

Lee, S., Shim, H., Kim, J. D. K. & Kim, C. Y., 2012 Mar 13, Proceedings of SPIE-IS and T Electronic Imaging - Computational Imaging X. 829615. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8296).

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

5 Citations (Scopus)
2010

A probabilistic approach to realistic face synthesis

Shim, H., Ha, I., Rhee, T., Kim, J. D. & Kim, C., 2010 Dec 1, 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings. p. 1817-1820 4 p. 5653024. (Proceedings - International Conference on Image Processing, ICIP).

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

4 Citations (Scopus)
2008

A subspace model-based approach to face relighting under unknown lighting and poses

Shim, H., Luo, J. & Chen, T., 2008 Aug 1, In : IEEE Transactions on Image Processing. 17, 8, p. 1331-1341 11 p.

Research output: Contribution to journalArticle

52 Citations (Scopus)
2006

Adaptive environment map for relighting: Using cameras and projected light

Shim, H. & Chen, T., 2006 Dec 21, 2006 Conference on Computer Vision and Pattern Recognition Workshop. 1640439. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2006).

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

2005

A statistical framework for image-based relighting

Shim, H. & Chen, T., 2005 Dec 1, 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing. p. II1093-II1096 1415599. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. II).

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

4 Citations (Scopus)
2004

Efficient representation of lighting patterns for image-based relighting

Shim, H. & Chen, T., 2004 Dec 1, p. 111-116. 6 p.

Research output: Contribution to conferencePaper

4 Citations (Scopus)