Jun Young Park (박준영): 

• BS, Electronics Engineering, Pusan National University (2017)

• Ph.D, Electronics Engineering, Pusan National University (2025) 

• Research: image enhancement, machine learning,  copy-move forgery detection

• Email: jyp9917140@pusan.ac.kr ,  Tel: +82-51-510-1698

  1. Sung Min Chun, Jun Young Park, Il Kyu Eom, Low-light image enhancement network using informative feature stretch and attention, Electronics 13(19) (2024) 3883. 

  2. Jong Jun Jeon, Jun Young Park, Il Kyu Eom, Low-light image enhancement using gamma correction prior in mixed color spaces, Pattern Recognit.  146  (2024) 110001.  

  3. Jun Young Park, Cheol Woo Park, Il Kyu Eom, ULBPNet: Low-light image enhancement using U-shaped lightening back-projection, Knowl. Based Syst.  281  (2023) 111099.

  4. Jun Young Park, Sang In Lee, Il Kyu Eom, Dual branched copy-move forgery detection network using rotation invariant energy in wavelet domain, IEMEK J. Embed. Sys. Appl. 17(6) (2022) 309-317.

  5. San In Lee, Jun Young Park, Il Kyu Eom, CNN-based copy-move forgery detection using rotation-invariant wavelet feature, IEEE Access 10 (2022) 106217-106229.  

  6. Jun Young Park, Tae An Kang, Yong Ho Moon, Il Kyu Eom, Copy-move forgery detection using scale invariant feature and reduced local binary pattern histogram, Symmetry 12(5) (2020) 492. 

  7. Tae An Kang, Jun Young Park, Il Kyu Eom, Performance improvement of SIFT-based copy-move forgery detection using CSLBP descriptor, Journal of IEIE  57(5) (2020) 301-309.

Sang Whan Moon (문상환): Ph.D Student (2015-)

• BS, Electronics Engineering, Dong A University (1996)

• MS, Electronics Engineering, Pusan National University (2014)

• Research: saliency detection, underwater image enhancement, machine learning

• Email: shmoongh@naver.com,  Tel: +82-51-510-1698

1. Sang Whan Moon, Ho Sang Lee, Il Kyu Eom, Improvement of underwater colour correction using standard deviation ratio, Electron. Lett. 56(20) (2020) 1051-1054.

2. Ho Sang Lee, Sang Whan Moon, Il Kyu Eom, Underwater image enhancement using successive color correction and superpixel dark channel prior, Symmetry 12(8) (2020) 1220.

3. Ho Sang Lee, Sang Whan Moon,Sung Wug Choi, Il Kyu Eom, Underwater image enhancement using color channel compensation by backscatter light and superpixel dark channel prior, Journal of IEIE  57(7) (2020) 495-504.

4.  Sang Whan Moon, Ho Sang Lee, Yong Ho Moon, Il Kyu Eom, Saliency detection using mutual information of wavelet subbands, Journal of IEIE  54(6) (2017) 72-79.

5. Ho Sang Lee, Sang Whan Moon, Il Kyu Eom, Saliency detection using entropy weight and Weber's law, Journal of IEIE  54(1) (2017) 88-95.

6. Sang Whan Moon, Jong Goo Han, Yong Ho Moon, Il Kyu Eom, Color image splicing detection using Benford's law and color difference,  Journal of IEIE 51(5) (2014) 160-167.

Tae Hyung Kim (김태형): Ph.D Student (2016-)

• BS, Information and Communication Engineering, Sungkyunkwan University (2006)

• MS, Electronics Engineering, Pusan National University (2014)

• Research: image/video forensic detection/localization, machine learning

• Email: ghtkd3587@naver.com,  Tel: +82-51-510-1698

1. Tae Hyung Kim, Cheol Woo Park, Il Kyu Eom, Frame identification of object-based video tampering using symmetrically overlapped motion residual, Symmetry 14(2) (2022) 364.

2. Tae Hyung Kim, Jong Goo Han, Tae Hee Park, Il Kyu Eom, Detection of spliced image using run-length of wavelet coefficients, Journal of IEIE 51(5) (2014) 152-159.

Su Yeon Park (박수연): Ph.D Student (2023-)

• BS, Electronics Engineering, Dong A University (2021)

• MS, Electronics Engineering, Pusan National University (2023)

• Research: image deraining,  machine learning

• Email: susu21@pusan.ac.kr, Tel: +82-51-510-1698

  1. Su Yeon Park, Tae Hee Park, Il Kyu Eom, Iterative image rain removal network using consecutive residual long short-term memory, Neurocomputing 589 (2024) 127752.

  2. So Young Choi, Su Yeon Park, Il Kyu Eom, Edge-preserving image deraining network using cumulative feature aggregation,  Appl. Soft Comput. 163 (2024) 111887.

Da Eun Lee (이다은): MS Student (2024-)

• BS, Electronics Engineering, Pusan National University (2024)

• Research: image enhancement,  machine learning

• Email: ekrhd0@pusan.ac.kr, Tel: +82-51-510-1698 

Se  Hyun  Lee (이세현): Combined MS-Ph.D Student  (2025-)

• BS, Electrical Engineering, Soonchunhyang University (2024)

• Research: underwater image enhancement,  machine learning

• Email: pusan.ac.kr, Tel: +82-51-510-1698

Ju Heon Lee (이주헌): (MS 2025)

1. Ju Heon Lee, Cheo Woo Park, Il Kyu Eom, Two-phase underwater image enhancement network using multiscale attentive unsharp masking, Appl. Soft Comput.  under review. 

Cheol Woo Park (박철우): 국방과학연구소 (Ph.D 2024)

1. Cheol Woo Park, Il Kyu Eom, Underwater image enhancement using adaptive standardization and normalization networks, Eng. Appl. Artif. Intell. 127 (2024) 107445.  

2. Jun Young Park, Cheol Woo Park, Il Kyu Eom, ULBPNet: Low-light image enhancement using U-shaped lightening back-projection, Knowl. Based Syst.  281  (2023) 111099.

3. Tae Hyung Kim, Cheol Woo Park, Il Kyu Eom, Frame identification of object-based video tampering using symmetrically overlapped motion residual, Symmetry 14(2) (2022) 364.

4. Cheol Woo Park, Yong Ho Moon, Il Kyu Eom, Image tampering localization using demosaicing patterns and singular value based prediction residue, IEEE Access, 9 (2021) 91921-91933.

5. Cheol Woo Park, Jong Ju Jeon, Yong Ho Moon, Il Kyu Eom, Single image based algal bloom detection using water body extraction and probabilistic algae indices, IEEE Access  7 (2019) 84468-84478.  

6. Cheol Woo Park, Jong Ju Jeon, Yong Ho Moon, Il Kyu Eom, Green algae detection uing water body extraction and color information, Journal of IEIE  56(5) (2019) 43-51.

So Young Choi (최소영): 경남 테크노파크(MS 2024)

1. So Young Choi, Su Yeon Park, Il Kyu Eom, Edge-preserving image deraining network using cumulative feature aggregation, Appl. Soft Comput. 163 (2024) 111887. 

Seong Min Cheon (천성민): 현대 자동차 (MS 2024)

1. Seong Min Cheon, Jun Young Park, Il Kyu Eom, Low-light image enhancement network using informative feature stretch and attention, Electronics 13(19) (2024) 3883.  

Jong Ju Jeon (전종주): 국립과학수사연구원 (Ph.D 2023)

1. Jong Jun Jeon, Jun Young Park, Il Kyu Eom, Low-light image enhancement using gamma correction prior in mixed color spaces, Pattern Recognit.  146  (2024) 110001.  

2. Jong Ju Jeon, Tae Hee Park, Il Kyu Eom, Sand-dust image enhancement using chromatic variance consistency and gamma correction-based dehazing, Sensors 22(23) (2022) 9048.

3. Jong Ju Jeon, Il Kyu Eom, Low-light image enhancement using inverted image normalized by atmospheric light, Signal Process. 196 (2022) 108523.

4. Cheol Woo Park, Jong Ju Jeon, Yong Ho Moon, Il Kyu Eom, Single image based algal bloom detection using water body extraction and probabilistic algae indices, IEEE Access  7 (2019) 84468-84478.  

5. Cheol Woo Park, Jong Ju Jeon, Yong Ho Moon, Il Kyu Eom, Green algae detection uing water body extraction and color information, Journal of IEIE  56(5) (2019) 43-51.

6. Jong Ju Jeon, Il Kyu Eom, Wavelet-based color modification detection based on variance ratio, EURASIP J. Image Video Process.  2018:47 (2018) 1-12. 

7. Hyun Jun Shin, Jong Ju Jeon, Il Kyu Eom, Color filter array pattern identification using variance of color difference image, J. Electron. Imaging 26(5) (2017) 043015-1-043015-12. 

8. Jong Ju Jeon, Hyun Jun Shin, Il Kyu Eom, Estimation of Bayer CFA pattern configuration based on singular value decomposition, EURASIP J. Image Video Process.  2017:47 (2017) 1-11.

9. Se Eun Kim, Jong Ju Jeon, Il Kyu Eom, Image contrast enhancement using entropy scaling in wavelet domain, Signal Process. 127 (2016) 1–11. 

10. Hyun Jun Shin, Jong Ju Jeon, Il Kyu Eom, Color modification detection using normalization and weighted sum of color components, Journal of IEIE 53(12) (2016) 111-1191.

11. Jong Ju Jeon, Sang Ho Park, Young In Kim, Il Kyu Eom, Copy-rotate-move forged region detection using compensation of coordinate shift by rotation, Journal of KIIT 13(10) (2015) 51-58.

12. Jong Ju Jeon, Sang Ho Park, Il Kyu Eom, Copy-rotate-move forged region detection using compensation of coordinate shift by rotation, Journal of KIIT 12(11) (2014) 119-126.

Sang In Lee (이상인): 국방과학연구소 (MS 2023)

1. Jun Young Park, Sang In Lee, Il Kyu Eom,  Dual branched copy-move forgery detection network using rotation invariant energy in wavelet domain, IEMEK J. Embed. Sys. Appl. 17 (6) (2022) 309-317.

2. San In Lee, Jun Young Park, Il Kyu Eom, CNN-based copy-move forgery detection using rotation-invariant wavelet feature, IEEE Access 10 (2022) 106217-106229.  

Se Eun Kim (김세은): 부산대학교 (MS 2016, Ph.D 2022)

1. Se Eun Kim, Il Kyu Eom, Single image dehazing using adaptive saturation stretching, Journal of IEIE 58(7) (2021) 605-614.

2. Se Eun Kim, Tae Hee Park, Il Kyu Eom, Fast single image dehazing using saturation-based transmission map estimation, IEEE Trans. Image Process. 29 (2020) 1985-1998. 

3. Se Eun Kim, Jong Ju Jeon, Il Kyu Eom, Image contrast enhancement using entropy scaling in wavelet domain, Signal Process. 127 (2016)  1–11. 

Ho Sang Lee (이호상): 동명대학교 (MS 2017, Ph.D 2021)

1. Ho Sang Lee, Sang Whan Moon, Il Kyu Eom, Underwater image enhancement using successive color correction and superpixel dark channel prior, Symmetry 12(8) (2020) 1220. 

2. Sang Whan Moon, Ho Sang Lee, Il Kyu Eom, Improvement of underwater colour correction using standard deviation ratio, Electron. Lett. 56(20) (2020) 1051-1054.

3. Ho Sang Lee, Sang Whan Moon,Sung Wug Choi, Il Kyu Eom, Underwater image enhancement using color channel compensation by backscatter light and superpixel dark channel prior, Journal of IEIE  57(7) (2020) 495-504.

4. Sang Whan Moon, Ho Sang Lee, Yong Ho Moon, Il Kyu Eom, Saliency detection using mutual information of wavelet subbands, Journal of IEIE  54(6) (2017) 72-79.

5. Ho Sang Lee, Sang Whan Moon, Il Kyu Eom, Saliency detection using entropy weight and Weber's law, Journal of IEIE  54(1) (2017) 88-95.

Tae An Kang (강태안): 현대 오토에버 (MS 2020)

1. Jun Young Park, Tae An Kang, Yong Ho Moon, Il Kyu Eom, Copy-move forgery detection using scale invariant feature and reduced local binary pattern histogram, Symmetry 12(5) (2020) 492. 

2. Tae An Kang, Jun Young Park,  Il Kyu Eom, Performance improvement of SIFT-based copy-move forgery detection using CSLBP descriptor, Journal of IEIE  57(5) (2020) 301-309.

Hyun Jun Shin (신현준): 세메스 (MS 2018)

1. Hyun Jun Shin, Jong Ju Jeon, Il Kyu Eom, Color filter array pattern identification using variance of color difference image, J. Electron. Imaging 26(5) (2017) 043015-1-043015-12. 

2. Jong Ju Jeon, Hyun Jun Shin, Il Kyu Eom, Estimation of Bayer CFA pattern configuration based on singular value decomposition, EURASIP J. Image Video Process.  2017:47 (2017) 1-11.

3. Hyun Jun Shin, Jong Ju Jeon, Il Kyu Eom, Color modification detection using normalization and weighted sum of color components, Journal of IEIE  53(12) (2016) 111-1191.

Jong Gu Han (한종구): 부산테크노파크 (Ph.D 2017)

1. Jong Goo Han, Tae Hee Park, Yong Ho Moon, Il Kyu Eom, Quantization-based Markov feature extraction method for image splicing detection, Mach. Vis. Appl.  29(3) (2018) 543-552. 

2. Tae Hee park, Jong Goo Han, Yong Ho Moon, Il Kyu Eom, Image splicing detection based on inter-scale 2D joint characteristic function moments in wavelet domain, EURASIP J. Image Video Process. 2016:30 (2016) 1-10. 

3. Tae Hee Park, Jong Goo Han, Yong Ho Moon, Il Kyu Eom, Performance improvement of LSB-based steganalysis using bit-plane decomposition of images, Imaging Sci. J.  64(5) (2016) 262-266.

4. Jong Goo Han, Tae Hee Park, Yong Ho Moon, Il Kyu Eom, Efficient Markov feature extraction method for image splicing detection using maximization and threshold expansion, J. Electron. Imaging 25(2) (2016) 023031-1-023031-8.

5. Jong Goo Han, Il Kyu Eom, Yong Ho Moon, Seok Wun Ha, Selective feature extraction method between Markov transition probability and co-occurrence probability for image splicing detection, J. Korea Inst. Inf. Commun. Eng. 20(4) (2016) 833-839.

6. Tae Hee Park, Jong Goo Han, Il Kyu Eom, Steganalysis of content-adaptive steganography using Markov features for DCT coefficient, Journal of IEIE 52(8) (2015) 97-1055.

7. Jong Goo Han, Tae Hee Park, Il Kyu Eom, Efficient Markov feature extraction method for image splicing detection, Journal of IEIE 51(9) (2014) 111-118.

8. Sang Whan Moon, Jong Goo Han, Yong Ho Moon, Il Kyu Eom, Color image splicing detection using Benford's law and color difference,  Journal of IEIE 51(5) (2014) 160-167.

9. Tae Hyung Kim, Jong Goo Han, Tae Hee Park, Il Kyu Eom, Detection of spliced image using run-length of wavelet coefficients, Journal of IEIE 51(5) (2014) 152-159.

Hyun Jun Shin (서준륭): 현대 위아(MS 2016)

1. Jun Ryung Seo, Il Kyu Eom, Forged color region detection using color pattern decomposition and hypothesis test, Journal of IEIE  52(7) (2015) 77-85.

Bo Gyu Jeong  (정보규): (MS 2009, Ph.D 2015)

1. Bo Gyu Jeong, Yong Ho Moon, Il Kyu Eom, Blind identification of image manipulation type using mixed statistical moments,  J. Electron. Imaging 24(1) (2015) 013029-1-013029-12.  

2. Bo Gyu Jeong,, Byoung Chul Kim, Yong Ho Moon, Il Kyu Eom, Simplified noise model parameter estimation for signal-dependent noise, Signal Process. 96 (2014) 266–273. 

3. Bo Gyu Jeong, Young In Kim, Il Kyu Eom, Blurred edge detection method for forged image decision, Journal of KIIT 13(8) (2013) 93-100.

4. Bo Gyu Jeong, Young Min Seong, Byoung Chul Kim, Il Kyu Eom, Demosaicking method using color difference in wavelet domain, Journal of IEIE 47(4) (2010) 412-419.

Zhao Yukun  (조옥곤): (MS 2012)

Tae Hee Park  (박태희): 동명대학교 (Ph.D 2011)

1. Su Yeon Park, Tae Hee Park, Il Kyu Eom, Iterative image rain removal network using consecutive residual long short-term memory, Neurocomputing 589 (2024) 127752.

2. Jong Ju Jeon, Tae Hee Park, Il Kyu Eom, Sand-dust image enhancement using chromatic variance consistency and gamma correction-based dehazing, Sensors 22(23) (2022) 9048.

3. Tae Hee Park, Il Kyu Eom, Sand-dust image enhancement using successive color balance with coincident chromatic histogram, IEEE Access 9 (2021) 19749-19760.

4. Se Eun Kim, Tae Hee Park, Il Kyu Eom, Fast single image dehazing using saturation-based transmission map estimation, IEEE Trans. Image Process. 29 (2020) 1985-1998. 

5. Jong Goo Han, Tae Hee Park, Yong Ho Moon, Il Kyu Eom, Quantization-based Markov feature extraction method for image splicing detection, Mach. Vis. Appl.  29(3) (2018) 543-552. 

6. Tae Hee Park, Jong Goo Han, Yong Ho Moon, Il Kyu Eom, Image splicing detection based on inter-scale 2D joint characteristic function moments in wavelet domain, EURASIP J. Image Video Process. 2016:30 (2016) 1-10. 

7. Tae Hee Park, Jong Goo Han, Yong Ho Moon, Il Kyu Eom, Performance improvement of LSB-based steganalysis using bit-plane decomposition of images, Imaging Sci. J.  64(5) (2016) 262-266.

8. Jong Goo Han, Tae Hee Park, Yong Ho Moon, Il Kyu Eom, Efficient Markov feature extraction method for image splicing detection using maximization and threshold expansion,  J. Electron. Imaging   25(2) (2016) 023031-1-023031-8. 

9. Tae Hee Park, Jong Goo Han, Il Kyu Eom, Steganalysis of content-adaptive steganography using Markov features for DCT coefficient, Journal of IEIE 52(8) (2015) 97-1055.

10. Tae Hee Park, Yong Ho Moon, Il Kyu Eom, Spliced image detection using characteristic function moments of co-occurrence matrix, IEMEK J. Embed. Sys. Appl. 10(6) (2015) 266-272.

11. Jong Goo Han, Tae Hee Park, Il Kyu Eom, Efficient Markov feature extraction method for image splicing detection, Journal of IEIE 51(9) (2014) 111-118.

12. Tae Hyung Kim, Jong Goo Han, Tae Hee Park, Il Kyu Eom, Detection of spliced image using run-length of wavelet coefficients, Journal of IEIE 51(5) (2014) 152-159.

13. Tae Hee Park, Il Kyu Eom, Performance improvement of steganalysis based on image categorization using correlation coefficient, Journal of IEIE 50(6) (2013) 221-227.

14. Tae Hee Park, Il Kyu Eom, Improvement of steganalysis using multiplication noise addition, Journal of IEIE 49CI(4) (2012) 298-305.

15. Tae Hee Park, Jae Ho Kim, Il Kyu Eom, Steganalysis based on image decomposition for stego noise expansion and co-occurrence probability, Journal of IEIE 49SP(2) (2012) 221-228.

16. Tae Hee Park, Seung Hwa Hyun, Jae Ho Kim, Il Kyu Eom, Steganalysis using joint moment of wavelet subbands, Journal of IEIE 48SP(3) (2011) 384-391.

17. Seung Hwa Hyun,Tae Hee Park, Young In Kim, Yoo Shin Kim, Il Kyu Eom, Steganalysis using histogram characteristic and statistical moments of wavelet subbands, Journal of IEIE 47SP(6) (2010) 780-7881.

Seung Hwa Hyun (현승화): 삼성전자 생산기술연구소 (MS 2005, Ph.D 2011)

1. Tae Hee Park, Seung Hwa Hyun, Jae Ho Kim, Il Kyu Eom, Steganalysis using joint moment of wavelet subbands, Journal of IEIE 48SP(3) (2011) 384-391.

2. Seung Hwa Hyun, Tae Hee Park, Young In Kim, Yoo Shin Kim, Il Kyu Eom, Steganalysis using histogram characteristic and statistical moments of wavelet subbands, Journal of IEIE 47SP(6) (2010) 780-7881.

3. Seung Hwa Hyun, Sang Soo Kim, Yoo Shin Kim, Il Kyu Eom, An efficient error concealment method using difference values of border pixels, Journal of IEIE 46SP(5) (2009) 143-150.

4. Seung Hwa Hyun, Yoo Shin Kim, Il Kyu Eom, Directional block loss recovery using hypothesis testing problem, Journal of IEIE 45SP(5) (2008) 221-502.

Gi Whan Son (손기환): (MS 2010)

Seung Hwa Hyun (김대업): 국립부산과학관 (MS 2010)

Young Min Seong (성영민): 한국표준과학연구원 (MS 2010)

1. Bo Gyu Jeong, Young Min Seong, Byoung Chul Kim, Il Kyu Eom, Demosaicking method using color difference in wavelet domain, Journal of IEIE 47(4) (2010) 412-419.

Hyuk Su Kim (김혁수): 삼성전자 (MS 2008)

1. Hyuk Su Kim, Sang Soo Kim, Il kyu Eom, Wavelet-domain demosaicking using linear estimation of interchannel correlation,  Opt. Eng.  47(6) (2008) 067002.