• 1256 Citations
  • 17 h-Index
1991 …2020

Research output per year

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Research Output

2020

Correlation distance skip connection denoising autoencoder (CDSK-DAE) for speech feature enhancement

Badi, A., Park, S., Han, D. K. & Ko, H., 2020 Jun, In : Applied Acoustics. 163, 107213.

Research output: Contribution to journalArticle

Fusion of Heterogeneous Adversarial Networks for Single Image Dehazing

Park, J., Han, D. K. & Ko, H., 2020 Jan 1, In : IEEE Transactions on Image Processing. 29, p. 4721-4732 12 p., 9018375.

Research output: Contribution to journalArticle

Spectro-Temporal Attention-Based Voice Activity Detection

Lee, Y., Min, J., Han, D. K. & Ko, H., 2020 Jan 1, In : IEEE Signal Processing Letters. 27, p. 131-135 5 p., 8933025.

Research output: Contribution to journalArticle

Open Access
2019

Adaptive weighted multi-discriminator CycleGAN for underwater image enhancement

Park, J., Han, D. K. & Ko, H., 2019 Jan 1, In : Journal of Marine Science and Engineering. 7, 7, 200.

Research output: Contribution to journalArticle

Open Access

A novel probabilistic appearance model for cigarette detection under illumination change

Wang, H., Han, D. K., Shi, Q. & Ko, H., 2019 May 3, ICEIC 2019 - International Conference on Electronics, Information, and Communication. Institute of Electrical and Electronics Engineers Inc., 8706404. (ICEIC 2019 - International Conference on Electronics, Information, and Communication).

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

Bipolar Log-Intensity-Variance Histogram Method for Local Image Patch Intensity Change Measurements

Wang, H., Shi, Q., Xu, Z., Wei, M. & Ko, H., 2019 Jan 1, In : Mathematical Problems in Engineering. 2019, 3651529.

Research output: Contribution to journalArticle

Open Access

Bird sounds classification by combining PNCC and robust Mel-log filter bank features

Badi, A., Ko, K. & Ko, H., 2019 Jan 1, In : Journal of the Acoustical Society of Korea. 38, 1, p. 39-46 8 p.

Research output: Contribution to journalArticle

Channel and frequency attention module for diverse animal sound classification

Kyungdeuk, K. O., Park, J., Han, D. K. & Ko, H., 2019 Jan 1, In : IEICE Transactions on Information and Systems. E102D, 12, p. 2615-2618 4 p.

Research output: Contribution to journalArticle

Open Access

Earthquake detection based on convolutional neural network using multi-band frequency signals

Kim, S. I., Kim, D. H., Shin, H. H., Ku, B. & Ko, H., 2019 Jan 1, In : Journal of the Acoustical Society of Korea. 38, 1, p. 23-29 7 p.

Research output: Contribution to journalArticle

Hierarchical spatial object detection for ATM vandalism surveillance

Lee, J. Y., Cho, C. J., Han, D. K. & Ko, H., 2019 Feb 11, Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance. Institute of Electrical and Electronics Engineers Inc., 8639154. (Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance).

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

Image fusion and influence function for performance improvement of ATM vandalism action recognition

Yun, J., Lee, J., Mun, S., Cho, C. J., Han, D. K. & Ko, H., 2019 Feb 11, Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance. Institute of Electrical and Electronics Engineers Inc., 8639091. (Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance).

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

Multi-task learning for animal species and group category classification

Kim, D., Lee, Y. & Ko, H., 2019 Dec 20, ICIT 2019 - Proceedings of the 7th International Conference on Information Technology: IoT and Smart City. Association for Computing Machinery, p. 435-438 4 p. (ACM International Conference Proceeding Series).

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

Nonhomogeneous Noise Removal from Side-Scan Sonar Images Using Structural Sparsity

Jin, Y., Ku, B., Ahn, J., Kim, S. & Ko, H., 2019 Aug 1, In : IEEE Geoscience and Remote Sensing Letters. 16, 8, p. 1215-1219 5 p., 8653394.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Principal component analysis based frequency-time feature extraction for seismic wave classification

Min, J., Kim, G., Ku, B., Lee, J., Ahn, J. & Ko, H., 2019 Jan 1, In : Journal of the Acoustical Society of Korea. 38, 6, p. 687-696 10 p.

Research output: Contribution to journalArticle

Relay dueling network for visual tracking with broad field-of-view

Jiang, Y., Han, D. K. & Ko, H., 2019 Oct 1, In : IET Computer Vision. 13, 7, p. 615-622 8 p.

Research output: Contribution to journalArticle

Self-subtraction network for end to end noise robust classification

Kim, D., Han, D. K. & Ko, H., 2019 Sep, 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2019. Institute of Electrical and Electronics Engineers Inc., 8909821. (2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2019).

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

Side scan sonar image super resolution via region-selective sparse coding

Park, J., Ku, B., Jin, Y. & Ko, H., 2019 Jan 1, In : IEICE Transactions on Information and Systems. 1, p. 210-213 4 p.

Research output: Contribution to journalArticle

Video-based contactless heart-rate detection and counting via joint blind source separation with adaptive noise canceller

Lee, K., Lee, J., Ha, C., Han, M. & Ko, H., 2019 Oct 1, In : Applied Sciences (Switzerland). 9, 20, 4349.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)
2018

Accurate target motion analysis from a small measurement set using RANSAC

Shin, H., Ku, B., Hong, W. & Ko, H., 2018 Jun 1, In : IEICE Transactions on Information and Systems. E101D, 6, p. 1711-1714 4 p.

Research output: Contribution to journalArticle

A time delay convolutional neural network for acoustic scene classification

Lee, Y., Park, S. & Ko, H., 2018 Mar 26, 2018 IEEE International Conference on Consumer Electronics, ICCE 2018. Mohanty, S. P., Li, H., Corcoran, P., Lee, J-H. & Sengupta, A. (eds.). Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-3 3 p.

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

Bayesian estimator based target localization in ship monitoring system using multiple compact high frequency surface wave radars

Park, S., Cho, C. J., Lee, Y., Da Costa, A., Lee, S. H. & Ko, H., 2018 Jan 1, Multisensor Fusion and Integration in the Wake of Big Data, Deep Learning and Cyber Physical System - An Edition of the Selected Papers from the 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems MFI 2017. Springer Verlag, p. 157-167 11 p. (Lecture Notes in Electrical Engineering; vol. 501).

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

Convolutional Feature Vectors and Support Vector Machine for Animal Sound Classification

Ko, K., Park, S. & Ko, H., 2018 Oct 26, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 376-379 4 p. 8512408

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

5 Citations (Scopus)

Man-Made Radio Frequency Interference Suppression for Compact HF Surface Wave Radar

Lee, Y., Park, S., Cho, C. J., Ku, B., Lee, S. H. & Ko, H., 2018 Jun 15, (Accepted/In press) In : IEEE Geoscience and Remote Sensing Letters.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Precise Regression for Bounding Box Correction for Improved Tracking Based on Deep Reinforcement Learning

Jiang, Y., Shin, H. & Ko, H., 2018 Sep 10, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 1643-1647 5 p. 8462063

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

2 Citations (Scopus)

Preface

Lee, S., Ko, H. & Oh, S., 2018 Jan 1, In : Lecture Notes in Electrical Engineering. 501, p. v

Research output: Contribution to journalEditorial

Random Binary Local Patch Clustering Transforms Based Image Matching for Nonlinear Intensity Changes

Wang, H., Xu, Z. & Ko, H., 2018 Jan 1, In : Mathematical Problems in Engineering. 2018, 6360741.

Research output: Contribution to journalArticle

Robust remote heart rate estimation in car driving environment

Lee, K., Park, D., Cho, C. & Ko, H., 2018 Mar 26, 2018 IEEE International Conference on Consumer Electronics, ICCE 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-2 2 p.

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

Robust target tracking with multi-static sensors under insufficient TDOA information

Shin, H., Ku, B., Nelson, J. K. & Ko, H., 2018 May 8, In : Sensors (Switzerland). 18, 5, 1481.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Video Analytic Based Health Monitoring for Driver in Moving Vehicle by Extracting Effective Heart Rate Inducing Features

Lee, K., Han, D. K. & Ko, H., 2018 Jan 1, In : Journal of Advanced Transportation. 2018, 8513487.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Welcome from the General Chairs

Hayes, M. & Ko, H., 2018 Sep 10, In : ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2018-April, p. xxx-xxxi 8461867.

Research output: Contribution to journalEditorial

2017

A feature descriptor based on the local patch clustering distribution for illumination-robust image matching

Wang, H., Yoon, S. M., Han, D. K. & Ko, H., 2017 Jul 15, In : Pattern Recognition Letters. 94, p. 46-54 9 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

A novel discriminative feature extraction for acoustic scene classification using RNN based source separation

Mun, S., Shon, S., Kim, W., Han, D. K. & Ko, H., 2017 Dec 1, In : IEICE Transactions on Information and Systems. E100D, 12, p. 3041-3044 4 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)
9 Citations (Scopus)

Automated malaria cell counter using Hough transform based method

Harris, M., Ku, B., Lim, C. S. & Ko, H., 2017 Mar 29, 2017 IEEE International Conference on Consumer Electronics, ICCE 2017. Institute of Electrical and Electronics Engineers Inc., p. 404-405 2 p. 7889372

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

Coastal ship monitoring based on multiple compact high frequency surface wave radars

Park, S., Cho, C. J., Lee, Y., Da Costa, A., Lee, S. & Ko, H., 2017 Dec 7, MFI 2017 - 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-November. p. 565-569 5 p.

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

1 Citation (Scopus)

Compact HF Surface Wave Radar Data Generating Simulator for Ship Detection and Tracking

Park, S., Cho, C. J., Ku, B., Lee, S. H. & Ko, H., 2017 Jun 1, In : IEEE Geoscience and Remote Sensing Letters. 14, 6, p. 969-973 5 p., 7912394.

Research output: Contribution to journalArticle

11 Citations (Scopus)

Deep Neural Network based learning and transferring mid-level audio features for acoustic scene classification

Mun, S., Shon, S., Kim, W., Han, D. K. & Ko, H., 2017 Jun 16, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 796-800 5 p. 7952265

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

21 Citations (Scopus)

DNN transfer learning based non-linear feature extraction for acoustic event classification

Mun, S., Shin, M., Shon, S., Kim, W., Han, D. K. & Ko, H., 2017 Sep 1, In : IEICE Transactions on Information and Systems. E100D, 9, p. 2249-2252 4 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Enhancing underwater color images via optical imaging model and non-local means denoising

Park, D., Han, D. K. & Ko, H., 2017 Jul 1, In : IEICE Transactions on Information and Systems. E100D, 7, p. 1475-1483 9 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

License plate detection and character segmentation using adaptive binarization based on superpixels under illumination change

Kim, D., Ku, B., Han, D. K. & Ko, H., 2017 Jun 1, In : IEICE Transactions on Information and Systems. E100D, 6, p. 1384-1387 4 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

New generalized sidelobe canceller with denoising auto-encoder for improved speech enhancement

Shin, M., Mun, S., Han, D. K. & Ko, H., 2017 Dec 1, In : IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. E100A, 12, p. 3038-3040 3 p.

Research output: Contribution to journalArticle

Nighttime image dehazing using local atmospheric selection rule and weighted entropy for visible-light systems

Park, D., Han, D. K. & Ko, H., 2017 May 1, In : Optical Engineering. 56, 5, 050501.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Online multi-object tracking with efficient track drift and fragmentation handling

Ju, J., Kim, D., Ku, B., Han, D. K. & Ko, H., 2017 Feb 1, In : Journal of the Optical Society of America A: Optics and Image Science, and Vision. 34, 2, p. 283-290 8 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Online multi-person tracking with two-stage data association and online appearance model learning

Ju, J., Kim, D., Ku, B., Han, D. K. & Ko, H., 2017 Feb 1, In : IET Computer Vision. 11, 1, p. 87-95 9 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Online pedestrian tracking with multi-stage re-identification

Jiang, Y. F., Shin, H., Ju, J. & Ko, H., 2017 Oct 20, 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2017. Institute of Electrical and Electronics Engineers Inc., 8078505

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

2 Citations (Scopus)
2 Citations (Scopus)

Subspace projection cepstral coefficients for noise robust acoustic event recognition

Park, S., Lee, Y., Han, D. K. & Ko, H., 2017 Jun 16, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 761-765 5 p. 7952258

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

1 Citation (Scopus)