個人資料
姓名: 洪集輝 (Ji-Hwei Horng)
職稱: 特聘教授兼學術副校長 (Distinguished Professor & Vice President)
電子郵件: horng@email.nqu.edu.tw
聯絡電話: 082-313553
個人網站: https://orcid.org/0000-0002-2134-5257
學歷
國立臺灣大學電機工程研究所(通訊及信號處理組)博士(1992-1996)
(臺(八四)博證字第D00269號)
Ph.D., Department of Electrical Engineering, National Taiwan University
國立臺灣大學電機工程研究所(通訊及信號處理組)碩士(1990-1992)
M.S., Department of Electrical Engineering, National Taiwan University
淡江大學電子工程學系學士(1986-1990)
B.S., Department of Electronic Engineering, Tamkang University

 
經歷

專任
國立金門大學特聘教授(2021/8~)
國立金門大學教授(2010/8~2021/7)
國立金門技術學院教授(2003/8~2010/7)
國立高雄應用科技大學金門分部教授(2003/2~2003/7)(教字第012780號, 送審學術領域:資訊工程-計算機視覺)
國立高雄應用科技大學金門分部副教授(2001/8~2003/1)
景文技術學院副教授(1998/8~2001/7)
吳鳳工商專科學校副教授(1996/8~1998/7)(副字第023752號)

兼任
國立金門大學學術副校長(2018/8~)
國立金門大學進修推廣部主任(2017/8~2018/7)
國立金門大學理工學院院長(2011/8~2014/7)
國立金門大學教務長(2010/8~2011/7)
國立金門技術學院教務長(2009/8~2010/7)
國立金門技術學院電資研究所所長(2007/8~2009/7)
國立金門技術學院電子工程系系主任(2006/2~2009/7)
國立金門技術學院教務長(2004/2~2006/7)
國立金門技術學院學務長(2003/8~2004/1)
國立高雄應用科技大學金門分部資管系主任(2002/8~2003/7)
國立高雄應用科技大學金門分部總務組長(2001/8~2002/7)
景文技術學院電算中心主任(1999/8~2001/7)
吳鳳工商專資管科主任(1996/8~1998/7)
空中大學金門指導中心面授兼任副教授(1996/8~1998/7)

專長

Information security、Image processing、Video analysis、Artificial intelligence
著作、論文
期刊論文(最近五年)
☆Shuying Xu, Ji-Hwei Horng*(corresponding author), Ching-Chun Chang, and Chin-Chen Chang, Reversible Data Hiding with Hierarchical Block Variable Length Coding for Cloud Security, IEEE Transactions on Dependable and Secure Computing (SCI, Rank:JCR-Q1, IF:6.791), Early Access
.
[Date of Publication: 07 November 2022] 
DOI: 10.1109/TDSC.2022.3219843
☆Kai Gao, Ching-Chun Chang, Ji-Hwei Horng, and Isao Echizen, Steganographic Secret Sharing via AI-Generated Photorealistic Images, EURASIP Journal on Wireless Communications and Networking (SCI), accepted. 
☆Hengxiao Chi, Ji-Hwei Horng, Chin-Chen Chang *, Yung-Hui Li, Embedding biometric information in interpolated medical images with a reversible and adaptive strategy, Sensors (SCI, Rank:JCR-Q2, IF:3.847), 7942, 22(20), 2022. DOI: 10.3390/s22207942 [Published: 18 October 2022]
☆Shuying Xu, Chin-Chen Chang, Ji-Hwei Horng*(corresponding author), A Steganography Based on Optimal Multi-Threshold Block Labeling, Computer Systems Science and Engineering (SCI, Rank:JCR-Q1, IF:4.397), Vol.44, No.1, pp.721-739, 2023. DOI: 10.32604/csse.2023.026046 [Issue published 01 June 2022] [MOST 110-2221-E-507-003]
☆Jiang-Yi Lin, Ji-Hwei Horng*(corresponding author), Chin-Chen Chang*, Yung-Hui Li, Asymmetric Orientation Combination for Reversible and Authenticable Data Hiding of Dual Stego Images, Symmetry (SCI, Rank:JCR-Q2, IF:2.713), 14(4), 819, 2022. DOI: 10.3390/sym14040819 [Published: 14 April 2022]
☆Kai Gao, Ji-Hwei Horng*(corresponding author), and Chin-Chen Chang, High-capacity Reversible Data Hiding in Encrypted Images Based on Adaptive Block Encoding, Journal of Visual Communication and Image Representation (SCI, Rank:JCR-Q2, IF:2.678), Vol. 84, 103481, April 2022. 
DOI: 10.1016/j.jvcir.2022.103481 [Available online 4 March 2022]
☆Ji-Hwei Horng, Sisheng Chen*, Chin-Chen Chang*, A (k,n)-Threshold Secret Image Sharing Scheme Based on Non-Full Rank Linear Model, Mathematics (SCI, Rank:JCR-Q1, IF:2.258), 10(3), 524, 2022. DOI: 10.3390/math10030524 [Published: 7 February 2022] [MOST 110-2221-E-507-003]
☆Jiang-Yi Lin, Ji-Hwei Horng, Chin-Chen Chang*, A Reversible and Authenticable Secret Sharing Scheme Using Dual Images, Multimedia Tools and Applications (SCI, Rank:JCR-Q2, IF:2.757), 81, 17527–17545, 2022. DOI:10.1007/s11042-022-12430-0 [Published: 07 March 2022]

☆Juan Lin, Chin-Chen Chang*, Ji-Hwei Horng*(corresponding author), Asymmetric Data Hiding for Compressed Images with High Payload and Reversibility, Symmetry (SCI, Rank:JCR-Q2, IF:2.713), 13(12), 2355, 2021. DOI: 10.3390/sym13122355 [Published: 7 December 2021]
☆Jiang-Yi Lin, Ji-Hwei Horng*(corresponding author), Chin-Chen Chang*, A Novel (2, 3)-Threshold Reversible Secret Image Sharing Scheme Based on Optimized Crystal-Lattice Matrix, Symmetry (SCI, Rank:JCR-Q2, IF:2.713), 13(11), 2063, 2021. DOI: 10.3390/sym13112063 [Published: 1 November 2021] [MOST 110-2221-E-507-003]
☆Hua Wu, Ji-Hwei Horng, and Chin-Chen Chang, Adaptive data hiding scheme based on magic matrix of flexible dimension, KSII Transactions on Internet and Information Systems (SCI), Vol. 15, No. 9, 3348-3364, 2021. DOI: 10.3837/tiis.2021.09.014 [published September 30, 2021]
☆Chin-Chen Chang, Jui-Feng Chang, Wei-Jiun Kao, Ji-Hwei Horng*(corresponding author), Two-Layer Reversible Data Hiding for VQ-compressed Images Based on De-Clustering and Indicator-Free Search-Order Coding, Future Internet (Ei, ESCI, Scopus, CiteScore-Q2:4.1), 13(8), 215, 2021. DOI: 10.3390/fi13080215 [Published: 20 August 2021] [MOST 110-2221-E-507-003]
☆Hengxiao Chi, Ji-Hwei Horng*(corresponding author), Chin-Chen Chang*, Reversible Data Hiding Based on Pixel-Value-Ordering and Prediction-Error Triplet Expansion, Mathematics (SCI, Rank:JCR-Q1, IF:2.258), 9(14), 1703, 2021. DOI: 10.3390/math9141703 [Published: 20 July 2021] [MOST 110-2221-E-507-003]
☆Ji-Hwei Horng, Chin-Chen Chang, and Kun-Sheng Sun, A Two-Layer Steganography for Mosaic Images, KSII Transactions on Internet and Information Systems (SCI), Vol. 15, No. 9, 3298-3321, 2021. DOI: 10.3837/tiis.2021.09.012 [published September 30, 2021] [MOST 110-2221-E-507-003]
​☆Ji-Hwei Horng, Ching-Chun Chang, Guan-Long Li, Wai-Kong Lee, Seong Oun Hwang, Blockchain Based Reversible Data Hiding for Securing Medical Images, Journal of Healthcare Engineering (SCI, Rank:JCR-Q2, IF:2.682), Vol. 2021, 9943402, 2021. DOI: 10.1155/2021/9943402 [Published 08 May 2021]
☆Shuying Xu, Ji-Hwei Horng*(corresponding author), and Chin-Chen Chang*, Reversible Data Hiding Scheme Based on VQ Prediction and Adaptive Parametric Binary Tree Labeling for Encrypted Images, IEEE Access (SCI, Rank:JCR-Q1, IF:3.745), vol. 9, pp. 55191-55204, 2021. DOI: 10.1109/ACCESS.2021.3071819 [Date of Publication: 08 April 2021]
​☆Ching-Chun Chang, Xu Wang, Ji-Hwei Horng, Isao Echizen, Progressive transmission of medical images via a bank of generative adversarial networks, Journal of Healthcare Engineering (SCI, Rank:JCR-Q2, IF:2.682), Vol. 2021, 9917545, 2021. DOI: 10.1155/2021/9917545 [Published 28 Apr 2021]
☆Chin-Chen Chang, Ji-Hwei Horng*(corresponding author), Wei-Jiun Kao, A secure extended LBP data hiding scheme based on octagon-shaped shell, International Journal of Embedded Systems (Ei, ESCI, Scopus), Vol. 14, No. 5, pp. 497-508, 2021.
☆Kai Gao, Ji-Hwei Horng*(corresponding author), and Chin-Chen Chang*, An Authenticatable (2, 3) Secret Sharing Scheme Using meaningful Share Images Based on Hybrid Fractal Matrix, IEEE Access (SCI, Rank:JCR-Q1, IF:3.745), vol. 9, pp. 50112-50125, 2021. DOI: 10.1109/ACCESS.2021.3069008 [Date of Publication: 26 March 2021]
☆Chin-Chen Chang, Ji-Hwei Horng*(corresponding author), Chia-Shou Shih, and Xu Wang​​, VQ-Oriented Data Hiding Based on Adjustable Error Compensation Strategy, Connection Science (SCI, Rank:JCR-Q2, IF:1.971), Vol. 33, Issue 4, pp. 835-853, 2021. DOI: 10.1080/09540091.2021.1900073 [Published online: 18 Mar 2021]

☆Xiaozhu Xie, Chin-Chen Chang*, and Ji-Hwei Horng*(corresponding author), An EMD-based data hiding scheme for JPEG images, Connection Science (SCI, Rank:JCR-Q2, IF:1.971), Vol. 33, Issue 3, pp. 515-531, 2021. DOI: 10.1080/09540091.2020.1853055  [Published online: 10 Dec 2020]
☆Juan Lin, Ji-Hwei Horng, Yanjun Liu and Chin-Chen Chang, An Anisotropic Reference Matrix for Image Steganography, Journal of Visual Communication and Image Representation (SCI, Rank:JCR-Q2, IF:2.479),  Vol. 74, 102969, January 2021. DOI: 10.1016/j.jvcir.2020.102969 [Available online 13 November 2020]
☆Ji-Hwei Horng, Xiaozhu Xie, and Chin-Chen Chang, The analysis of stego image visual quality for a data-hiding scheme based on a two-layer turtle shell matrix, International Journal of Computational Science and Engineering (Ei, ESCI, Scopus), Vol. 23, No. 4, pp. 336-340, 2020. DOI: 10.1504/IJCSE.2020.113178 [Published online 10 February 2021]
​​☆Kai Gao, Ji-Hwei Horng*(corresponding author), and Chin-Chen Chang*, A Novel (2, 3) Reversible Secret Image Sharing Based on Fractal Matrix, IEEE Access (SCI, Rank:JCR-Q1, IF:3.745), vol. 8, pp. 174325-174341, 2020. DOI: 10.1109/ACCESS.2020.3025960 [Date of Publication: 22 September 2020]
​☆Ji-Hwei Horng, Chin-Chen Chang, and Guan-Long Li, Steganography using Quotient Value Differencing and LSB Substitution for AMBTC Compressed Images, IEEE Access (SCI, Rank:JCR-Q1, IF:3.745), Vol. 8, pp. 129347-129358, 2020. DOI: 10.1109/ACCESS.2020.3009232 [Date of Publication: 14 July 2020]
☆Kai Gao, Ji-Hwei Horng*(corresponding author), Yanjun Liu, and Chin-Chen Chang*, A Reversible Secret Image Sharing Scheme Based on Stick Insect Matrix, IEEE Access (SCI, Rank:JCR-Q1, IF:3.745), Vol.8, pp. 130405-130416, 2020. DOI: 10.1109/ACCESS.2020.3009410 [Date of Publication: 15 July 2020]
☆Ching-Chun Chang, Ji-Hwei Horng*(corresponding author), Chia-Shou Shih and Chin-Chen Chang, A Maze Matrix-Based Secret Image Sharing Scheme with Cheater Detection, Sensors (SCI, Rank:JCR-Q1, IF:3.275), 3802, 20(13), 2020. DOI: 10.3390/s20133802  [Published: 7 July 2020]
☆Ji-Hwei Horng, Shuying Xu, Ching-Chun Chang, and Chin-Chen Chang, An Efficient Data Hiding Scheme Based on Multi-Dimensional Mini-SuDoKu, Sensors (SCI, Rank:JCR-Q1, IF:3.275), 2739, 20(9), 2020. DOI: 10.3390/s20092739 [Published: 11 May 2020]
☆Ji-Hwei Horng, Juan Lin, Yanjun Liu, and Chin-Chen Chang, 3D Multilayered Turtle Shell Models for Image Steganography, Computer Modeling in Engineering & Sciences (SCI, Rank:JCR-Q2, IF:2.027), Vol. 125, No. 2, pp. 879-906, 2020. DOI: 10.32604/cmes.2020.09355 [Issue published 12 October 2020]
☆Wenbin Zheng, Ching-Chun Chang, Ji-Hwei Horng*(corresponding author), Juan Lin*, and Yunqing Shi, An Adjustable RDH Method for AMBTC-Compressed Images Using Unilateral Pixel Value Modification Strategy, Journal of Network Intelligence (Ei, Scopus), Vol. 5, No. 2, pp. 77-92, May 2020.

☆Chin-Chen Chang, Xu Wang, and Ji-Hwei Horng, A Hybrid Data Hiding Method for Strict AMBTC Format Images with High-Fidelity, Symmetry (SCI, Rank:JCR-Q2, IF:2.645), 1314, 11(10), 2019. DOI:10.3390/sym11101314 [Published: 19 October 2019]
☆Hsuan-Ming Feng, Ching-Chang Wong, Ji-Hwei Horng, and Li-Yun Lai, Evolutional RBFNs image model describing-based segmentation system designs, Neurocomputing (SCI, Rank:JCR-Q1, IF:5.719), Volume 272, pp. 374-385, 2018. DOI: 10.1016/j.neucom.2017.07.006 [Available online 29 July 2017]

國際研討會(最近五年)
☆Chih-Hung Lee, Kun-Sheng Sun, Yun-Qiao Wang, Ji-Hwei Horng*(corresponding author) and Chin-Chen Chang, Secret Message CDMA Multiplexing via QR Codes, 2022 3rd Asia Service Sciences and Software Engineering Conference (ASSE 2022) (ACM Digital Library, Ei), pp. 52-59, Macau, China, 24-26 February, 2022. DOI:10.1145/3523181.3523189 [Online:18 April 2022]

[MOST 110-2221-E-507-003]
☆Kun-Sheng Sun, Ji-Hwei Horng*(corresponding author), and Chin-Chen Chang, Reversible Data Hiding for SMVQ Compressed Images Based on De-Clustering Rules, 22nd IEEE/ACIS International Fall Virtual Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2021-Fall) (IEEE Xplore, Ei), Taichung, Taiwan, 24-26 November, 2021. 
DOI:10.1109/SNPD51163.2021.9704947
 [Date Added to IEEE Xplore11 February 2022] [MOST 110-2221-E-507-003]
☆Chin-Chen Chang, Ji-Hwei Horng*(corresponding author), and Jui-Feng Chang, High-payload data hiding scheme based on ordered shifting of ac coefficients for JPEG images, International Conference on Fuzzy Theory and Its Applications (IEEE Xplore, Ei), Taitung, Taiwan, 5-8 October, 2021. 
DOI: 10.1109/iFUZZY53132.2021.9605080 [Date Added to IEEE Xplore13 November 2021] [MOST 110-2221-E-507-003]
☆Ji-Hwei Horng, Shan-Cheng Yang, Chih-Hung Lee, and H.-M. Feng, A Permutation-Based 3D-Sudoku Model for Image Steganography, International Conference on Fuzzy Theory and Its Applications (IEEE Xplore, Ei), New Taipei, Taiwan, 7-10 Nov., 2019. DOI:10.1109/iFUZZY46984.2019.9066171 [Date Added to IEEE Xplore16 April 2020]
☆Ji-hwei Horng, Chih-Hung Lee, and Shan-Cheng Yang, Image Steganography Using Contrast Enhancement Technique, IEEE International Conference on Innovation, Communication and Engineering (Ei), Zhengzhou, China, 25-30 Oct., 2019. DOI:10.1109/ICICE49024.2019.9117372 [Date Added to IEEE Xplore16 June 2020]
☆Jhe-Huei Liao, Ji-Hwei Horng, Chih-Hung Lee and Haoying Lu, Hiding Secret Image in Absolute Moment Block Truncation Code by Using a Block-Selection Scheme, IEEE International Conference on Innovation, Communication and Engineering (Ei), 2019. DOI:10.1109/ICICE49024.2019.9117431 [Date Added to IEEE Xplore16 June 2020]
☆Ji-Hwei Horng, Chih-Hung Lee, Hao-Ying Lu, and Jhe-Huei Liao, A Novel 3D-Sudoku Model for Image Steganography, International Conference on Innovation, Communication and Engineering, Hangzhou, China, 9-14, Nov., ICICE 2018. DOI:https://doi.org/10.1201/9780429019777
☆Chih-Hung Lee, Hao-Ying Lu and Ji-Hwei Horng, Color Quantization by Hierarchical Octa-Partition in RGB Color Space, IEEE International Conference on Applied System Innovation (Ei), Chiba, Japan, 13-19 Apr., 2018. DOI:10.1109/ICASI.2018.8394553 [Date Added to IEEE Xplore25 June 2018]

全國研討會(最近五年)
☆孫坤生、童湘婷、洪集輝, 基於提高 AMBTC 壓縮圖像品質之可逆數據隱藏, 第二十屆離島資訊技術與應用研討會, ITAOI 2022.
☆彭俊淇、李志泓、孫坤生、洪集輝, 基於直方圖擴展之加密圖像可逆數據隱藏, 第二十屆離島資訊技術與應用研討會, ITAOI 2022.
☆Kun-Sheng Sun, Chin-Chen Chang, Ji-Hwei Horng, A Principle Component Analysis-Based Reversible Data Hiding Scheme for VQ Index Tables, the 19th Conference on Information Technology and Applications in Outlying Islands, ITAOI 2021.
☆Gong-Ming Yang, Chia-Chun Wu, Chin-Chen Chang, Ji-Hwei Horng, AMBTC-Oriented Data Hiding Based on Turtle Shell Matrix, the 19th Conference on Information Technology and Applications in Outlying Islands, ITAOI 2021.
☆Shan-Cheng Yang, Chia-Chun Wu, Chin-Chen Chang, Ji-Hwei Horng, A High Capacity AMBTC-Oriented Image Steganography Based on Pixel-value-differencing, the 19th Conference on Information Technology and Applications in Outlying Islands, ITAOI 2021.
☆王雲樵、李志泓、洪集輝, 以半色調為基礎之影像壓縮技術, 第十九屆離島資訊技術與應用研討會, ITAOI 2021.
☆Gong-Ming Yang, Ji-Hwei Horng, and Chin-Chen Chang, A 3D Polyhedron Model for Image Steganography, Cryptology and Information Security Conference, CISC 2020.
☆廖哲輝、洪集輝, 簡易 3D 方塊模型彩色圖像隱寫術, 第十八屆離島資訊技術與應用研討會, ITAOI 2019.
☆馮玄明、陳華慶、洪集輝、許心怡, 居家環境人體姿態識別系統設計,第十七屆離島資訊技術與應用研討會, 2018.

期刊論文(早期)
☆H.-M. Feng, Ji-Hwei Horng, and S.-M. Jou, Bacterial Foraging Particle Swarm Optimization Algorithm Based Fuzzy-VQ Compression Systems, Journal of Information Hiding and Multimedia Signal Processing (Ei), Volume 1, Number 1, April 2012.
☆H.-M. Feng, C.-Y. Chen and Ji-Hwei Horng, Intelligent Omni-Directional Vision-Based Mobile Robot Fuzzy Systems Design and Implementation, Expert Systems with Applications (SCI), Volume 37, Issue 5, pp. 4009-4019, 2010.
☆Jenq-Der Chen, Chyi-Da Yang, Chang-Hua Lien and Ji-Hwei Horng, New delay-dependent non-fragile H observer-based control for continuous time-delay systems, Information Sciences (SCI), Volume 178, Issue 24, pp. 4699-4706, 2008.
☆Ji-Hwei Horng, An adaptive smoothing approach for fitting digital planar curves with line segments and circular arcs, Pattern Recognition Letters (SCI), 24/1-3, pp. 573-585, 2003.
☆Ji-Hwei Horng and Johnny T. Li, Vehicle path planning by using adaptive constrained distance transformation, Pattern Recognition (SCI), Vol. 35, No. 6, pp. 1327-1337, 2002.
☆Soo-Chang Pei and Ji-Hwei Horng, Design of FIR bilevel Laplacian-of-Gaussian filter, Signal Processing (SCI), 82/4, pp. 677-691, 2002.
☆Ji-Hwei Horng, Improving fitting quality of polygonal approximation by using the dynamic programming technique, Pattern Recognition Letters (SCI), 23/14, pp. 1657-1673, 2002.
☆Ji-Hwei Horng and Johnny T. Li, An automatic and efficient dynamic programming algorithm for polygonal approximation of digital curves, Pattern Recognition Letters (SCI), 23/1-3, pp 171-182, 2002.
☆Ji-Hwei Horng and Johnny T. Li, A dynamic programming approach for fitting digital planar curves with line segments and circular arcs, Pattern Recognition Letters (SCI), 22, pp. 183-197, 2001.
☆Soo-Chang Pei and Ji-Hwei Horng, A moment-based approach for deskewing rotationally symmetric shape, IEEE Trans. on Image Processing (SCI), Vol. 8, No. 12, pp. 1831-1834, 1999.
☆Soo-Chang Pei and Ji-Hwei Horng, Finding the optimal driving path of a car using the modified constrained distance transformation, IEEE Trans. on Robotics and Automation (SCI), Vol. 14, No. 5, pp. 663-670, 1998.
☆Soo-Chang Pei and Ji-Hwei Horng, Optimum approximation of digital planar curves using circular arcs, Pattern Recognition (SCI), Vol. 29, No. 3, pp. 383-388, 1996.
☆Soo-Chang Pei and Ji-Hwei Horng, Fitting digital curve using circular arcs, Pattern Recognition (SCI), Vol. 28, No. 1, pp. 107-116, 1995.
☆Soo-Chang Pei and Ji-Hwei Horng, Circular arc detection based on Hough transform, Pattern Recognition Letters (SCI), 16, pp. 615-625, 1995.
☆Soo-Chang Pei and Ji-Hwei Horng, Corner point detection using nest moving average, Pattern Recognition (SCI), Vol. 27, No. 11, pp. 1533-1537, 1994.

國際研討會(早期)
☆Chih-Hung Lee, Hao-Ying Lu and Ji-Hwei Horng, Analyzing geometric features of SEM image by applying distance transformation method, IEEE International Conference on Applied System Innovation (Ei), Sapporo, Japan, 13-17 May, 2017. DOI:10.1109/ICASI.2017.7988156 [Date Added to IEEE Xplore24 July 2017]
☆Chih-Hung Lee, Hao-Ying Lu and Ji-Hwei Horng, Streamlining the Histogram Equalization of Digital Images by Using Decimation Approach, pp. 482-485, IEEE International Conference on Advanced Materials for Science and Engineering (Ei), 2016. DOI:10.1109/ICAMSE.2016.7840177 [Date Added to IEEE Xplore06 February 2017]
☆H.-C. Chen, H.-M. Feng, D.-H. Guo and Ji-Hwei Horng, Wireless Networks Designs through Advanced Regulation Machine, IEEE International Conference on Anti-Counterfeiting, Security and Identification, pp, 265-269, Taipei, AUG. 24-26, 2012. DOI: 10.1109/ICASID.2012.6325336 [Date Added to IEEE Xplore11 October 2012]
☆Hsuan-Ming Feng and Ji-Hwei Horng, VQ-Based Fuzzy Compression Systems Designs through Bacterial Foraging Particle Swarm Optimization Algorithm, Fifth International Conference on Genetic and Evolutionary Computing, Kitakyushu, Japan, pp. 256-259, 2011. DOI: 10.1109/ICGEC.2011.66 [Date Added to IEEE Xplore13 October 2011]
☆Tian-Luu Wu and Ji-Hwei Horng, Object-Based Image Retrieval using Perceptual Grouping, Proceedings of the 2008 Eighth International Conference on Intelligent Systems Design and Applications - Volume 01.
☆Tian-Luu Wu and Ji-Hwei Horng, Semantic Space Segmentation for Content-Based Image Retrieval using SVM Decision Boundary and Principal Axis Analysis, Proceedings of the International MultiConference of Engineers and Computer Scientists, Hong Kong, 19-21 March, 2008, Vol I.
☆Ji-Hwei Horng, An Adaptive Smoothing Approach for Fitting Digital Planar Curves with Line Segments and Circular Arcs, 14th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP2001), 2001.
☆Ji-Hwei Horng, Extracting Objects from 2D Images and Constructing Polygonal Approximation by Using Scale-Space Filtering, 2000 National Symposium on Telecommunications, 2000.
☆Ji-Hwei Horng, An Optimal, Quasi-Non-Parametric, and Efficient Algorithm for Polygonal Approximation of Digital Curves, Proceedings of the Fifth Symposium on Computer & Communication Technology, 2000.
☆Ji-Hwei Horng, Improving fitting quality of polygonal approximation by using dynamic programming technique, 13th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP2000), 2000.
☆Ji-Hwei Horng and Johnny T. Li, A dynamic programming approach for fitting digital planar curves with line segments and circular arcs, 12th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP'99), 1999.
☆Soo-Chang Pei and Ji-Hwei Horng, A moment-based approach for deskewing rotationally symmetric shapes, Proc. of IEEE International Conference on Pattern Recognition, 1996.
☆Soo-Chang Pei and Ji-Hwei Horng, A low complexity algorithm for detecting rotational symmetry based on the Hough transform technique, Proc. of IEEE International Conference on Pattern Recognition, 1996.
☆Soo-Chang Pei and Ji-Hwei Horng, Determination of circular arc length and midpoint by Hough transform, IEEE International Symposium on Circuits and Systems, Vol. 3 of 6, pp. 1-4, 1994.

全國研討會(早期)
☆陳逸勤、洪集輝、伍添祿、馮玄明, 範圍調整雙區域直方圖等化, 第十三屆離島資訊技術與應用研討會, 2014.
☆陳逸勤、洪集輝、伍添祿、馮玄明, Local Statistic Information based Histogram Equalization, 第十二屆離島資訊技術與應用研討會, 2013.
☆何銘輝、馮玄明、陳華慶、洪集輝、呂謙, 基於演化式學習法求解帶有時間窗車輛路徑問題, ITAOI, 2012.
☆馮玄明、吳尚澤、洪集輝, 細菌進化粒子群最佳演算法模糊系統設計, 第十屆離島資訊技術與應用研討會, 2011.
☆鄒凱帆、鄭志豪、洪集輝、陳俊達, UHF RFID應用於點名系統, 資訊科技應用學術研討會, 2011.
☆陳俊達、王松豪、洪集輝, 應用在 IEEE 802.11a 之低功率、低雜訊降頻混波器, 系統雛型與電路設計創新應用研討會, 2010.
☆馮玄明、陳華慶、洪集輝, 動態模糊密度切割演算法應用於資料分群, 第九屆離島資訊技術與應用研討會, 2010.
☆馮玄明、吳定宏、洪集輝, 自我建置模糊規則於移動機器人系統之設計, 第十七屆模糊理論及其應用研討會, 高雄大學, DEC. 18-19, 2009.
☆林伯陽、伍添祿、洪集輝, LED陣列之影像顯示技術研究與模擬, 第八屆離島資訊技術與應用研討會, 2009.
☆馮玄明、吳定宏、洪集輝, 全方位移動機器人糊系統設計, 第八屆離島資訊技術與應用研討會, 2009.
☆馮玄明、陳慶逸、洪集輝, 動態演化群集式學習模糊系統設計, 第七屆離島資訊技術與應用研討會, 2008.
☆陳慶逸、馮玄明、洪集輝, 自我生成模糊規則及其在函數逼近之應用, 第七屆離島資訊技術與應用研討會, 2008.
☆Tian-Luu Wu and Ji-Hwei Horng, An Image Retrieval System with Automatic Query Modification, 第七屆離島資訊技術與應用研討會, 2008.
☆馮玄明、陳智勇、洪集輝、吳佳運、吳定宏, 演化式學習法設計模糊影像入侵偵測系統, 全國計算機會議, NCS 2007.
☆林伯陽、伍添祿、洪集輝, Edge Preserving Halftoning based on the Error Diffusion Technique, 第六屆離島資訊技術與應用研討會, 2007.
☆馮玄明、洪集輝, 演化式學習模糊影像監控系統的設計與應用, 第六屆離島資訊技術與應用研討會, 2007.
☆楊正宏、吳國銓、洪集輝, 粒子族群最佳化用於特徵選取及支持向量機參數最佳化, 第十一屆人工智慧與應用研討會, 2006.
☆王仁傑、洪集輝, A Background Subtraction Based Video Object Detecting and Tracking Method, 第十一屆人工智慧與應用研討會, 2006.
☆王仁傑、洪集輝, A multi-period algorithm of snakes, 第五屆離島資訊技術與應用研討會, 2006.
☆李志泓、洪集輝, 金門地區資訊網路發展現況, 第三屆離島資訊技術與應用研討會, 2003.
☆洪集輝、李天義, 用空間變異型距離轉換作汽車之自動導引系統, 第十三屆技職研討會, 商業類III:資訊組, pp. 121-130, 1998.
☆洪集輝, 用可適性數理形態學做邊緣連結, 第十二屆技職研討會, 商業類III, pp. 105-114, 1997.

其他:服務學校學報(早期)
☆洪集輝、陳宏銘, 用兩步驟智慧型演算法解史坦納最少成本樹問題, 景文技術學院學報, 第十期, 第一冊, pp. 37-46, 1999.
☆莊益瑞、洪集輝, 圖形最短路徑之快速演算法 - 汽車駕駛輔助資訊系統之最近服務搜尋, 景文技術學院學報, 第十期, 第一冊, pp. 77-85, 1999.
☆洪集輝、李天義, 無人駕駛車之路徑規劃資訊系統, 吳鳳學報, 第六期, pp. 136-149, 1998.

其他:專利
☆基于混合分形矩阵的可认证(2,3)机密图像共享方法及装置(
CN113032807A/2021.06.25)
☆基于均方误差评估的参考矩阵模型的图像隐写方法(
CN111161124A/2020.05.15)
☆基于迷你数独矩阵的3维参考矩阵信息隐藏方法(
CN111741184A/2020.10.02)
☆基于PVO和3D映射修改的图像可逆信息隐藏方法(
CN113095990A/2021-07-09)
☆一种自适应参数二叉树标记的加密图像可逆信息隐藏方法(
CN113079274A/2021-07-06)
☆基于“竹节虫”参考矩阵可认证的视觉机密共享方法(
CN111723346A/2020-09-29)
 
執行計劃案

科技部
110年度科技部研究計畫 【 壓縮與加密數位影像之隱寫與秘密分享技術研究 】(主持人)-(MOST 110-2221-E-507-003)
103年度國科會研究計畫(共同主持人)-
高中職「低碳建築能源教育縱貫式課程」研發計畫--總計畫(3/3)102-3113-S-507 -001 -GJ
102年度國科會研究計畫(共同主持人)-
高中職「低碳建築與地熱能源科技領域縱貫式課程」研發計畫--總計畫(2/3)102-3113-S-507 -001 -GJ
101年度國科會研究計畫(共同主持人)-
縱貫式低碳建築能源教育研發及推廣--總計畫:縱貫式低碳建築能源教育研發及推廣(1/3)101-2514-S-507-001-
101年度國科會研究計畫(主持人)-
政策導向計畫:低碳台灣高瞻未來—金門展覽營運計畫 (101-3113-S-507-001-)
98年度國科會研究計畫(共同主持人)-
利用分離曲線演化及雙連續原始邊緣建構物件之骨架及輪廓用以物件影像資料庫形狀之辨識及檢索 (98-2221-E-507-003)
96年度國科會大專生參與專題研究計畫(指導教授)-
視訊監視系統中移動物體之參數化輪廓模型及追蹤 (96-2815-C-507 -002 -E), 許庭維
89年度國科會研究計畫(主持人)-
應用動態規劃法於平面型數位曲線之分析 (NSC 89-2213-E-228-004)
89年度國科會研究計畫(主持人)-
尺度空間濾波技術在影像分析之應用 (NSC 89-2213-E-228-001)
88年度國科會研究計畫(主持人)-
空間變異型距離轉換之理論與應用 (NSC 88-2213-E-228-002)
88年度國科會大專生參與專題研究計畫(指導教授)-
物流中心之配送車輛途程問題的演算法推導與資訊系統開發 (88-2815-C-228-002-H), 陳宏銘

教育部   
101教育部「環境變遷與能源科技」補助課程計畫(共同主持人)
96-97教育部資通訊課程推廣計畫(主持人)
97增添系統整合製造系統計畫(主持人)
98前瞻晶片系統設計(SOC)學程計畫(主持人)
98-99年RFID科技及應用學程計畫(主持人)
 

服務與榮譽

榮譽
國立金門大學111年度研究傑出獎
國立金門大學110年度研究傑出獎
國立金門大學109年度研究傑出獎
國立金門大學101年度傑出教學獎
國立金門技術學院95年服務績優獎
景文技術學院八十九學度教學傑出獎
國科會八十五、八十八學年度甲種研究獎勵
金門高中傑出校友(100)
淡江大學電機系傑出系友(99)
中正國小傑出校友(99)
金城國中傑出校友(94)


國際學術服務
Guest Editor, Future Internet
Honerary General Chair, IEEE ICASI 2021
International Advisory Chair, Future ICT 2021
Honorary General Chair, IEEE ICASI 2019 
Honorary General Chair, IEEE ICICE 2018 
Invited Session Chair, ICGEC-2011 
Reviewer of Algorithms
Reviewer of multimedia tools and applications
Reviewer of Electronics
Reviewer of Journal of Ambient Intelligence and Humanized Computing
Reviewer of Entropy
Reviewer of Fractal and Fractional
Reviewer of Bio- and Medical Informatics and Cybernetics
Reviewer of Information Sciences 
Reviewer of Pattern Recognition Letters


國內學術與技術服務
第二十屆離島資訊技術與應用研討會議程委員
第十九屆離島資訊技術與應用研討會特別議程主席
逢甲大學109學年度博士論文口試委員
第三十屆全國資訊安全會議的論文審查委員
第十二屆離島資訊技術與應用研討會議程委員及論文審查委員 

金門縣警局101離島建設基金道路監視系統顧問
高苑科技大學資訊學院100學年度諮議委員
第十一屆離島資訊技術與應用研討會session chair
金門縣警局100離島建設基金e化勤指系統顧問
稻江科技暨管理學院校務自我評鑑校外委員
國立高雄應用科技大學九十七學年度碩士論文口試委員
2009第七屆微電子技術發展與應用研討會議程委員

第八屆離島資訊技術與應用研討會指導委員
教育部電算中心DOC,數位教材及課程,區網中心,學術典藏計畫評審委員 
第七屆離島資訊技術與應用研討會議程委員
金酒公司工程及勞務採購評審委員
第六屆離島資訊技術與應用研討會議程委員
行政院公共工程委員會採購評選委員會專家學者
第十一屆人工智慧與應用研討會議程委員及論文審查委員 
第五屆離島資訊技術與應用研討會大會主席
南亞技術學院資訊與通訊工程研究所九十四學年度碩士論文口試委員
教育部九十三年度專科學校評鑑委員會委員
國立金門高級農工職業學校專題報告寫作比賽評審
金門縣政府暨所屬機關九十二年度第三次約僱人員聯合甄試命題(閱卷)委員
金門縣政府暨所屬機關多項採購案評選委員
國立臺灣大學電機研究所八十九學年度碩士論文口試委員
國科會八十九年度「補助技職校院發展應用性先期研究計畫」審查委員