Publications and Patents
Zechen Wang, Liangzhen Zheng, Sheng
Wang, Mingzhi Lin, Zhihao Wang, Adams Wai-Kin Kong,
Yuguang Mu, Yanjie Wei, Weifeng Li, “A fully differentiable ligand pose
optimization framework guided by deep learning and a traditional scoring
function“, Briefings in Bioinformatics, 2022
Hai Tao Xue, Michael Stanley-Baker, Adams
Wai Kin Kong, Hoi Leung Li, Wilson Wen Bin Goh, “Data
considerations for predictive modelling applied to the discovery of
bioactive natural products” , Drug Discovery Today, 2022
Adams Kong, David Zhang and Mohamed Kamel, “An analysis of brute-force break-ins of a palmprint authentication system”, IEEE Transactions on Systems, Man and Cybernetics, Part B, vol. 36, no. 5, pp. 1201-1205, 2006.
Adams Kong, David Zhang and Guangming Lu, “A study of identical twins’ palmprint for personal verification”, Pattern Recognition, vol. 39, no. 11, pp. 2149-2156, 2006.
Adams Kong, King-Hong Cheung, David Zhang, Mohamed Kamel and Jane You, “An analysis of Biohashing and its variants”, Pattern Recognition, vol. 39, no. 7, pp. 1359-1368, 2006.
Adams Kong, David Zhang and Mohamed Kamel, “Palmprint identification using feature-level fusion”, Pattern Recognition, vol. 39, no. 3, pp. 478-487, 2006.
Michael Wong, David Zhang, Wai-Kin Kong and Guangming Lu, “Real-time palmprint acquisition system design”, IEE Proceedings, Vision, Image and Signal Processing, vol. 152, no. 5, Oct, pp. 527-534, 2005.
David Zhang, Guangming Lu, Wai-Kin Kong and Michael Wong, “On-line palmprint identification system for civil application”, Journal of Computer Science and Technology, vol. 20, no. 1, pp. 70-76, 2005.
Jane You, Wai-Kin Kong, David Zhang and King Hong Cheung, “On hierarchical palmprint coding with multi-features for personal identification in large databases”, IEEE Transactions on Circuit Systems for Video Technology, Special Issue on Image- and Video-Based Biometrics, vol. 14, no. 2, pp. 234-243, 2004.
David Zhang, Wai-Kin Kong, Jane You and Michael Wong, “On-line palmprint identification”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 25, no. 9, pp. 1041-1050, 2003.
Wai-Kin Kong, David Zhang and Wenxin Li, “Palmprint feature extraction using 2-D Gabor filters”, Pattern Recognition, vol. 36, no, 10, pp. 2339-2317, 20
Wai-Kin Kong and David Zhang, “Detecting eyelash and reflection for accurate iris segmentation”, International Journal of Pattern Recognition and Artificial Intelligence, vol. 17, no 6, pp. 1025-1034, 2003.
Wai-Kin Kong and David Zhang, “Criteria-based eyelash detection model for accurate iris segmentation”, Information: An International Journal, vol. 4, no. 4, pp. 471-482, 2001.
Theses
PhD Thesis: Palmprint Identification Based on Generalization of IrisCode, the University of Waterloo, Canada
MPhil Thesis: Using Texture Analysis on Biometric Technology for Personal Identification, the Hong Kong Polytechnic University, Hong Kong
Patents
Adams Wai Kin Kong, #Noah Ames Craft, *Chaoying Tang, and *Hengyi Zhang, “Method and apparatus for determining vein patterns from color images”, United States Patent No 9317761, June 2016,
Adams Wai Kin Kong, #Noah Ames Craft, *Chaoying Tang, and *Hengyi Zhang, “Method and apparatus for extracting blood vessel patterns in color images for personal identification”, Singapore Patent No 190730, Oct 2014,
Adams Wai Kin Kong, #Noah Ames Craft, *Chaoying Tang, and *Hengyi Zhang, “Method and apparatus for extracting blood vessel patterns in color images for personal identification”, PCT application No. PCT/SG2011/000429, 2011.
#Noah Ames Craft, Wai Kin Adams Kong, and *Arfika Nurhudatiana, “Use of relatively permanent pigmented or vascular skin mark patterns in images for personal identification”, Provisional US Application, 61/479,795, April 27, 2011.
Kong Wai Kin Adams and Naif Alajlan, “Method and apparatus for image generation”, US Patent No. 8,705,809, 2014.
Zhang Dapeng, David, Niu Xuan, Lu Guang Ming, Kong Wai-Kin Adams, and Wong Ming Keung. “Method and apparatus for palmprint identification”, Japanese Patent No. 4246154 (IP-061D), 2009.
Dapeng David Zhang, Jia Jane You, Wai Kin Adams Kong, Guangming Lu, and Xiangqian Wu. “Method of palmprint identification”, United States Patent No. 7,496,214 (IP-090B) 2009
Dapeng Zhang and Wai-Kin Adams Kong, “Method for analyzing palmprint for the identification of an individual using Gabor analysis”, US Patent No. 7,466,846, December, 2008.
Dapeng David Zhang, Jia Jane You, Wai Kin Adams Kong, Guangming Lu, and Xiangqian Wu, “Method of palmprint identification using geometry, line and/or texture features” Hong Kong Patent No. HK1062117 (IP-090A) -2004
Book Chapters
Adams Wai Kin Kong, David Zhang, and Mohamed Kamel, “Introduction of the IrisCode Theory”, in Handbook of Iris Recognition, Springer 2013.
Guangming Lu, David Zhang, Wai-Kin Kong and Michael Wong “A palmprint authentication system” in Handbook of Biometrics, Springer, 2008
Conference Papers
Yi Huang, Mingzhi Lyu, Jeremy Andrew Styborski and Adams Kong, Leveraging Imperfect Restoration for Data Availability Attack, ECCV, 2024
Jeremy Andrew Styborski, Mingzhi Lyu, Yi Huang and Adams Kong, Exploiting Supervised Poison Vulnerability to Strengthen Self-Supervised Defense, ECCV, 2024
Yan Ren, Yanling Li and Adams Kong, Adaptive Multi-task Learning for Few-shot Object Detection, ECCV, 2024
*Jessica Sher En Loh, %Naheed Anjum Arafat, %Wei Xian Lim, Wai Lee Chan and Adams Kong “Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD Simulation”, ICML, 2024
%Wei Xian Lim, %Naheed Anjum Arafat, Wai Lee Chan and Adams Kong, “Multi-Order Loss Functions for Accelerating Unsteady Flow Simulations with Physics-Based AI”, IEEE CAI 2024
*Shilin Lu, MZilan Wang, MLeyang Li, Yanzhu Liu and Adams Kong, “MACE: Mass Concept Erasure in Diffusion Models”, CVPR, 2024
*Mingzhi Lyu, %+Huang Yi and Adams Kong, “Adversarial Attack for Robust Watermark Protection Against Inpainting-based and Blind Watermark Removers”, ACM MM, 2023
*Shilin Lu, Yanzhu Liu, and Adams Kong, “TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition”, ICCV, 2023
*Xiaobao Guo, Nithish Muthuchamy Selvaraj, Zitong Yu, Adams Kong, Bingquan Shen and Alex Kot “Audio-Visual Deception Detection: DOLOS Dataset and Parameter-Efficient Crossmodal Learning”, ICCV 2023
Nithish Muthuchamy Selvaraj, *Xiaobao
Guo, Adams Kong, Bingquan Shen and Alex Kot,
"Adapter Incremental
Continual Learning of Efficient Audio Spectrogram Transformers"
INTERSPEECH 2023
*Fan Wang and Adams Kong, “A Practical Upper Bound for
the Worst-Case Attribution Deviations”, CVPR, 2023
*Xiaobao Guo, Adams Kong, Huan Zhou, Xianfeng Wang and Min Wang, “Unimodal and Crossmodal Refinement Network for Multimodal Sequence Fusion”, EMNLP 2021
Zhenyu Yan, Qun Song, Rui Tan, Yang Li and Adams Kong, “Towards Touch-to-Access Device Authentication Using Induced Body Electric Potentials”, The 25th Annual International Conference on Mobile Computing and Networking, 2019 (ACM MobiCom)
+Shitala Prasad and Adams Kong, "Using Object Information for Spotting Text", ECCV 2018
*Yi Huang,
Adams Kong and Kwok Yan Lam, "From the Perceptive of
CNN to Adversarial Iris Image", BTAS 2018
*Yanzhu
Liu, Adams Kong and Chi Keong Goh, "A
constrained deep neural network for ordinal regression", CVPR 2018
+Peicong Yu and Adams Kong "A metra-recognition based skin marks matching algorithm with feature fusion for forensic identification", ICB 2018
*Yanzhu Liu, Adams Kong and Chi Keong Goh,
"Deep Ordinal Regression based on Data Relationship for
Small Datasets
*Yanzhu Liu, *Xiaojie Li, Adams Kong and Chi Keong Goh, "Learning from small data: a pairwise approach for ordinal regression", IEEE Symposium Series on Computational Intelligence, 2016.
MXingpeng Xu and Adams Kong, "A Geometric-based tattoo retrieval system", ICPR 2016
$Huang Yi and Adams Kong, "Using a CNN ensemble for detecting pornographic and upskirt images", IEEE International Conference on Biometrics: Theory, Applications and Systems, Sept 2016 (accepted)
vQingyong Xu, uSoham Ghosh, MXingpeng Xu, $Huang Yi and Adams Kong, "Tattoo detection based on CNN and remarks on the NIST database", Internation Conference on Biometrics June 2016 (selected as the best reviewed paper, awarded rate 4/151). [database, code and presentation slides]
$Huang Yi, +Peicong Yu, MXingpeng Xu and Adams Kong, "The impact of tattoo segmentation on the performance of tattoo matching", IEEE International WIE (Women in Engineering) Conference on Electronical and Computer Engineering, 19-20, Dec 2015.
*Xiaojie Li and Adams Kong, ''Identifying Critical Factors Influencing Quality of Blood Vessel Information in JPEG Compressed Skin Images", IEEE Symposium Series on Computational Intelligence, 2015
*Kin Sun Chan, and Adams Kong, "Using hair follicles with leg geometry to align androgenic hair patters", European Intelligence and Security Informatics Conference, 2015.
$Nhat Quang Huynh, $Xingpeng Xu, Adams Kong and &Sathyan Subbiah, “A preliminary report on a full-body imaging system for effectively collecting and processing biometric traits of prisoners”, IEEE Symposium Series on Computational Intelligence, 2014.
*Hengyi Zhang, *Chaoying Tang and Adams Kong, “A study of similarity between genetically identical body vein patterns”, IEEE Symposium Series on Computational Intelligence, 2014.
*Yanzhu Liu, *Xiaojie Li and Adams Kong, “Speeding up the knowledge-based deblocking method for efficient forensic analysis”, IEEE Symposium Series on Computational Intelligence, 2014 [database]
*Kin Sun Chan, and Adams Kong, “Using
leg geometry to align androgenic hair patterns in low resolution images
for criminal and victim identification”, ICPR 2014.
+Hamid Reza Sharifzadeh, *Hengyi Zhang, and Adams Kong, “Vein pattern visualization through multiple mapping models and local parameter estimation for forensic investigation” ICPR 2014. [database]
$Md. Rabiul Islam, *Kin Sun Chan, and Adams Kong, “A preliminary study of lower leg geometry as a soft biometric trait for forensic investigation”, ICPR 2014
*Arfika Nurhudatiana, Adams Kong and #Hong Liang Tey, “Relatively permanent pigmented or vascular skin marks(RPPVSM): skin based personal identification on digital evidence”, Proc. of American Academy of Forensic Sciences, 66th Annual Scientific Meeting, 2014 (accepted, Extended abstract, Oral presentation).
*Xiaojie Li and Adams Kong, "Restoring blood vessel patterns from JPEG compressed skin images for forensic analysis", IEEE International Workshop on Information Forensics and Security 2013 [database]
*Abhik Datta, Adams Kong, ^Soumita Ghosh and ^Dieter Trau, "A fast point matching algorithm for robust spatially addressable bead encoding", IEEE International Conference on Bioinformatics and Bioengineering, 2013 (oral presentation, best student paper (5/84) )
*Arfika Nurhudatiana, Adams Kong, #Lisa Altieri and #Noah Craft, “Automated identification of relatively permanent pigmented or vascular skin marks (RPPVSM)”, proc. of International Conference on Acoustics, Speech and Signal Processing, 2013.
&Thomas Tesswin, &Sathyan Subbiah and Adams Kong, “Embedding information on metal surfaces by micro milling”, ASME 2013 Manufacturing Science and Engineering Conference, 2013.
*Hengyi Zhang, *Chaoying Tang, Adams Kong, and #Noah Craft, “Matching vein patterns from color Images for forensic investigation”, Proc. of IEEE International Conference on Biometrics: Theory, Applications and Systems, pp. 77-84, 2012 (oral presentation, 8 pages, best reviewed paper (4/144) and Honeywell best student paper award (2/144)). [database]
*Chaoying Tang, *Hengyi Zhang, Adams Kong, and #Noah Craft, “Visualizing vein patterns from color skin images based on image mapping for forensics analysis”, Proc. of International Conference on Pattern Recognition, pp. 2387-2390, 2012.
*Arfika Nurhudatiana, Adams Kong, #Keyan Matinpour, Siu-Yeung Cho, and #Noah Craft, “Fundamental statistics of relatively permanent pigmented or vascular skin marks”, Proc. of International Joint Conference on Biometrics, pp. 1-6, 2011 (oral presentation, acceptance rate of 10 % for oral, 6 pages). [database]
*Chaoying Tang, Adams Kong and #Noah Craft, “Uncovering vein patterns from color skin images for forensic analysis”, Proc. of IEEE Computer Vision and Pattern Recognition, pp. 665-672, 2011 (oral presentation, acceptance rate of 3.5% for oral, 8 pages). [database]
*Chaoying Tang, Adams Kong and #Noah Craft, “An knowledge-based algorithm to remove blocking artifacts in skin images for forensic analysis”, Proc. of International Conference on Acoustics, Speech and Signal Processing, pp. 1928 – 1931, 2011.
*Chaoying Tang, Adams Kong and #Noah Craft, “Removing JPEG artifacts in skin images for forensic analysis”, Proc. of American Academy of Forensic Sciences, 63rd Annual Scientific Meeting, 2011 (accepted, Extended abstract, Oral presentation).
Adams Kong, “An alternative Gabor filtering scheme”, Proc. of International Conference on Image Processing, pp. 1925-1928, 2010.
Adams Kong, “An analysis of Gabor detection”, Proc. of International Conference on Image Analysis and Recognition, (ICIAR), pp. 64-72, 2009.
Adams Kong, “An evaluation of Gabor orientation as a feature for face recognition”, Proc. of International Conference on Pattern Recognition, pp. 1-4, 2008 (acceptance rate for oral presentation=18.0%).
Adams Kong, David Zhang and Mohamed Kamel, “An anatomy of IrisCode for precise phase representation”, Proc. of International Conference on Pattern Recognition, vol. 4, pp. 429-432, 2006.
King Hong Cheung, Adams Kong, David Zhang, Mohamed Kamel and Jane You, “Does EigenPalm work? A system and evaluation perspective”, Proc. of International Conference on Pattern Recognition, vol. 4, pp. 445-448, 2006.
Adams Kong, David Zhang and Guangming Lu, “A study of identical twins palmprints for personal authentication”, Proc. of International Conference on Biometrics, pp. 668-674, 2006. (LNCS 3832) (acceptance rate for regular oral presentation= 13%).
King Hong Cheung, Adams Kong, David Zhang, Mohamed Kamel and Jane You, “Revealing the secret of FaceHashing”, Proc. of International Conference on Biometrics, pp. 106-112, 2006.
King Hong Cheung, Adams Kong, David Zhang, Mohamed Kamel, Jane You and Toby Ho Wang Lam, “An analysis on accuracy of cancelable biometrics on Biohashing”, Proc. of 9th International Conference on Knowledge-based Intelligent Information and Engineering System KES, pp. 1168-1172, 2005.
King Hong Cheung, Adams Wai-Kin Kong, Jane You and David Zhang, “An analysis on invertibility of cancelable biometrics based on BioHashing”, Proc. of the International Conference on Imaging Science, Systems, and Technology, pp. 40-45, 2005.
Adams Wai-Kin Kong, David Zhang and Mohamed Kamel, “A study of brute-force break-ins of a palmprint verification system”, Proc. of International Conference on Audio- and Video-based Biometric Person Authentication, pp. 447-454, 2005.
Adams Wai-Kin Kong and David Zhang, “Competitive coding scheme for palmprint verification”, Proc. of International Conference on Pattern Recognition, vol. 1, pp. 520-523, 2004.
Adams Wai-Kin Kong and David Zhang, “Feature-level fusion for effective palmprint authentication”, Proc. of International Conference on Biometric Authentication, pp. 761-767, 2004. (acceptance rate for oral presentation=22%, LNCS 3072).
David Zhang, Adams Wai-Kin Kong, Guangming Lu, Xiangqian Wu and Michael Wong, “Low-resolution palmprint for personal identification”, Workshop Proc. of Biometrics: Challenges arising from Theory and Practice, Cambridge, UK, pp. 1-4, August 22 2004.
David Zhang, Guangming Lu, Adams Wai-Kin Kong and Michael Wong, “Palmprint authentication technologies: systems and applications”, Proc. of 5th Chinese Conference on Biometric Recognition, pp. 78-89, 2004 (LNCS 3338).
King Hong Cheung, Jane You, Wai-Kin Kong and David Zhang, “A study of aggregated 2D Gabor features on appearance-based face recognition”, Proc. of Third International Conference on Image and Graphics, pp. 310-313, 2004.
Guangming Lu, David Zhang, Wai-Kin Kong and Kuanquan Wang, “Palmprint identification by fused wavelet characteristics”, Proc. of International Workshop on Biometric Technologies, pp. 164-170, 2004.
Jane You, Wai-Kin Kong, David Zhang and King Hong Cheung, “A new approach to personal identification in large database by hierarchical palmprint coding with multi-features”, Proc. of International Conference on Biometric Authentication, pp. 739-745, 2004. (LNCS 3072).
David Zhang, Guangming Lu Wai-Kin Kong and Michael Wong, “Palmprint authentication system for civil applications”, Proc. ECCV 2004 International Workshop, BioAW, pp. 217-228, 2004 (LNCS 3087).
King-Hong Cheung, Wai-Kin Kong, Jane You, and David Zhang, “An integration of principal component analysis and self-organizing map for effective palmprint retrieval”, Proc. of the 16th International Conference on Computer Applications in Industry and Engineering, pp. 101-104, 2003.
Jane You, David Zhang, King-Hong Cheung and Wai-Kin Kong, “A new approach to personal Identification via hierarchical palmprint coding”, Proc. of International Conference on Image Science, System and Technology, vol. 2, pp. 531-537, 2003.
King-Hong Cheung, Wai-Kin Kong, Jane You and David Zhang, “On effective palmprint retrieval for personal identification”, Proc. of International Conference on Imaging Science, Systems, and Technology, vol. 1, pp. 111-117, 2003.
Wai-Kin Kong and David Zhang, “Palmprint texture analysis based on low-resolution images for personal authentication”, Proc. of International Conference on Pattern Recognition, pp. 807-810, 2002. (acceptance rate for oral presentation, 18%)
Wai-Kin Kong and David Zhang, “Accurate iris segmentation based on novel reflection and eyelash detection model”, Proc. of International Symposium on Intelligent Multimedia, Video & Speech Processing, pp. 263-266, 2001.
Wai-Kin Kong and David Zhang, “Eyelash detection model for accurate iris segmentation”, Proc. of ISCA 16th International Conference on Computers and their Applications, pp. 204-207, 2001.
Wai-Kin Adams Kong and David Zhang, “An effective coordinate system to solve tilting problem for iris recognition”, Proc. of First International Conference on Image and Graphics, pp. 373-375, 2000.
* PHD students, V
Visiting PhD students, M Master students, U
Undergraduate students of Dr. Kong