Article

Aziz, Md. Tarek and Mahmud, S.M. Hasan and Goh, Michael Kah Ong and Nandi, Dip (2024) Addressing label noise in leukemia image classification using small loss approach and pLOF with weighted-average ensemble. Egyptian Informatics Journal, 26. p. 100479. ISSN 1110-8665

Tan, Shao Xian and Ong, Jia You and Goh, Michael Kah Ong and Tee, Connie (2024) Boosting Vehicle Classification with Augmentation Techniques across Multiple YOLO Versions. JOIV : International Journal on Informatics Visualization, 8 (1). p. 45. ISSN 2549-9610

Mahmud, S. M. Hasan and Goh, Michael Kah Ong and Hosen, Md. Faruk and Nandi, Dip and Shoombuatong, Watshara (2024) Deep-WET: a deep learning-based approach for predicting DNA-binding proteins using word embedding techniques with weighted features. Scientific Reports, 14 (1). ISSN 2045-2322

Lim, Zhe Khae and Tee, Connie and Goh, Michael Kah Ong and Saedon, Nor ‘Izzati (2024) Fall risk prediction using temporal gait features and machine learning approaches. Frontiers in Artificial Intelligence, 7. ISSN 2624-8212

Aderinola, Timilehin B. and Tee, Connie and Ong, Thian Song and Teoh, Andrew Beng Jin and Goh, Michael Kah Ong (2024) Gait-based age group classification with adaptive Graph Neural Network. Engineering Applications of Artificial Intelligence, 137. p. 109081. ISSN 0952-1976

Hui, Chen and Tee, Connie and Goh, Michael Kah Ong and Saedon, Nor ‘Izzati (2024) A Non-Invasive Gait-Based Screening Approach for Parkinson’s Disease. International Journal on Advanced Science, Engineering and Information Technology (IJASEIT), 14 (5). pp. 1639-1648. ISSN 2088-5334

Titu, Md Fahim Shahoriar and Pavel, Mahir Afser and Goh, Michael Kah Ong and Babar, Hisham and Aman, Umama and Khan, Riasat (2024) Real-Time Fire Detection: Integrating Lightweight Deep Learning Models on Drones with Edge Computing. Drones, 8 (9). p. 483. ISSN 2504-446X

Mohamad Azhar, Muhammad Darwish and Goh, Michael Kah Ong and Law, Check Yee and Tee, Connie (2024) A Robust License Plate Detection System Using Smart Device. JOIV : International Journal on Informatics Visualization, 8 (2). p. 931. ISSN 2549-9610

Tan, Vincent Wei Sheng and Ooi, Wei Xiang and Chan, Yi Fan and Tee, Connie and Goh, Michael Kah Ong (2024) Vision-Based Gait Analysis for Neurodegenerative Disorders Detection. Journal of Informatics and Web Engineering, 3 (1). pp. 136-154. ISSN 2821-370X

Chan, Jia Chun and Fahad, Nafiz and Goh, Michael Kah Ong and Tee, Connie (2024) Visual Analytic for Traffic Impact Assessment. JOIV : International Journal on Informatics Visualization, 8 (3). p. 1176. ISSN 2549-9610

Lim, Chin Hong and Tee, Connie and Ong, Thian Song and Goh, Michael Kah Ong (2024) Visual-based vehicle detection with adaptive oversampling. International Journal of Information Technology. ISSN 2511-2104

Ong, Seng Zi and Tee, Connie and Goh, Michael Kah Ong (2023) Cheating Detection for Online Examination Using Clustering Based Approach. JOIV : International Journal on Informatics Visualization, 7 (3-2). p. 2075. ISSN 2549-9610

Poh, Li Zhe and Tee, Connie and Ong, Thian Song and Goh, Michael Kah Ong (2023) Deep Reinforcement Learning-Based Dynamic Pricing for Parking Solutions. Algorithms, 16 (1). p. 32. ISSN 1999-4893

Chan, Xian Yang and Tee, Connie and Goh, Michael Kah Ong (2023) Facial and Body Gesture Recognition for Determining Student Concentration Level. International Journal on Advanced Science, Engineering and Information Technology (IJASEIT), 13 (5). p. 1693. ISSN 2088-5334

Soo, Qian Fu and Tee, Connie and Goh, Michael Kah Ong (2023) Human Age Group Estimation Using Gait Features. International Journal on Advanced Science, Engineering and Information Technology (IJASEIT), 13 (6). pp. 2314-2327. ISSN 2088-5334

Fahad, Nafiz and Goh, Michael Kah Ong and Hossen, Md. Ismail and Shahriar Shopnil, K. M. and Mitu, Israt Jahan and Alif, Md. A. Hossain and Tee, Connie (2023) Stand up Against Bad Intended News: An Approach to Detect Fake News using Machine Learning. Emerging Science Journal, 7 (4). pp. 1247-1259. ISSN 2610-9182

Tee, Connie and Aderinola, Timilehin B. and Ong, Thian Song and Goh, Michael Kah Ong and Erfianto, Bayu and Purnama, Bedy (2022) Pose-Based Gait Analysis for Diagnosis of Parkinson’s Disease. Algorithms, 15 (12). p. 474. ISSN 1999-4893

Hong, Lim Chin and Tee, Connie and Goh, Michael Kah Ong (2022) Activities of Daily Living Recognition Using Deep Learning Approaches. Journal of Logistics, Informatics and Service Science, 9 (4). pp. 129-148. ISSN 2409-2665

Tey, Wan Teng and Tee, Connie and Choo, Kan Yeep and Goh, Michael Kah Ong (2022) Cicada Species Recognition Based on Acoustic Signals. Algorithms, 15 (10). p. 358. ISSN 1999-4893

Ong, Yuan Qin and Connie, Tee and Goh, Michael Kah Ong (2022) A Cow Crossing Detection Alert System. International Journal of Technology, 13 (6). p. 1202. ISSN 2086-9614

Chong, Jun Xiong and Goh, Michael Kah Ong and Tee, Connie (2022) Deepfakes Detection using Computer Vision and Deep Learning Approaches. Journal of System and Management Sciences, 12 (5). pp. 21-35. ISSN 1816-6075, 1818-0523

Tee, Connie and Tan, Yee Fan and Goh, Michael Kah Ong and Hon, Hock Woon and Kadim, Zulaikha and Wong, Li Pei (2022) Explainable health prediction from facial features with transfer learning. Journal of Intelligent & Fuzzy Systems, 42 (3). pp. 2491-2503. ISSN 1064-1246

Lau, Xin Lin and Tee, Connie and Goh, Michael Kah Ong and Lau, Siong Hoe (2022) Fall Detection and Motion Analysis Using Visual Approaches. International Journal of Technology, 13 (6). p. 1173. ISSN 2086-9614

Wee, Jun Jie and Tee, Connie and Goh, Michael Kah Ong (2022) Forward Collision Warning for Autonomous Driving. Journal of Logistics, Informatics and Service Science, 9 (3). pp. 208-225. ISSN 2409-2665

Ng, Cheng Hao and Tee, Connie and Choo, Kan Yeep and Goh, Michael Kah Ong (2022) Fusion of Visual and Audio Signals for Wildlife Surveillance. International Journal of Technology, 13 (6). p. 1213. ISSN 2086-9614

Khong, Fan Yi and Tee, Connie and Goh, Michael Kah Ong and Wong, Li Pei and Teh, Pin Shen and Choo, Ai Ling (2022) Non-invasive health prediction from visually observable features. F1000Research, 10. p. 918. ISSN 2046-1402

Tan, Yee Fan and Tee, Connie and Goh, Michael Kah Ong and Teoh, Andrew Beng Jin (2022) A Pipeline Approach to Context-Aware Handwritten Text Recognition. Applied Sciences, 12 (4). p. 1870. ISSN 2076-3417

Khow, Zu Jun and Goh, Michael Kah Ong and Tee, Connie and Law, Check Yee (2022) A YOVO5 Based Real-time Helmet and Mask Detection System. Journal of Logistics, Informatics and Service Science, 9 (3). pp. 97-111. ISSN 2409-2665

Wong, Man Kiat and Connie, Tee and Goh, Michael Kah Ong and Wong, Li Pei and Teh, Pin Shen and Choo, Ai Ling (2022) A visual approach towards forward collision warning for autonomous vehicles on Malaysian public roads. F1000Research, 10. p. 928. ISSN 2046-1402

Tee, Connie and Goh, Michael Kah Ong and Ong, Thian Song and Chuen, Benz Kek Yeo (2018) Partial Least Squares-Based Incremental PCA for Robust Human Detection and Tracking. Advanced Science Letters, 24 (2). 1052-1056(5). ISSN 1936-6612

Tee, Connie and Goh, Michael Kah Ong and Teoh, Andrew Beng Jin (2018) Human gait recognition using localized Grassmann mean representatives with partial least squares regression. Multimedia Tools and Applications, 77 (21). pp. 28457-28482. ISSN 1380-7501; eISSN: 1573-7721

Ong, Thian Song and William, Ardianto and Connie, Tee and Goh, Michael Kah Ong (2018) Robust hybrid descriptors for multi-instance finger vein recognition. Multimedia Tools and Applications, 77 (21). pp. 29163-29191. ISSN 1380-7501

Tee, Connie and Goh, Michael Kah Ong and Teoh, Andrew Beng Jin (2016) A Grassmannian Approach to Address View Change Problem in Gait Recognition. IEEE Transactions on Cybernetics, 47. pp. 1395-1408. ISSN 2168-2267, 2168-2275

Chin, Yong Jian and Ong, Thian Song and Teoh, Andrew Beng Jin and Goh, Michael Kah Ong (2014) Integrated biometrics template protection technique based on fingerprint and palmprint feature-level fusion. Information Fusion, 18. pp. 161-174. ISSN 1566-2535

Tee, Connie and Teoh, Andrew Ben Jin and Goh, Michael Kah Ong (2014) A Grassmann graph embedding framework for Gait analysis. EURASIP Journal on Advances in Signal Processing 2014, 2014 (15). ISSN 1687-6180

Tee, Connie and Goh, Michael Kah Ong and Teoh, Andrew Beng Jin (2013) Gait recognition using Sparse Grassmannian Locality Preserving Discriminant Analysis. 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). pp. 2989-2993. ISSN 1520-6149

Goh, Michael Kah Ong and Tee, Connie and Teoh, Andrew Beng Jin (2012) A contactless biometric system using multiple hand features. Journal of Visual Communication and Image Representation, 23 (7). pp. 1068-1084. ISSN 10473203

Goh, Yi Zheng and Teoh, Andrew Beng Jin and Goh, Michael Kah Ong (2011) Wavelet local binary patterns fusion as illuminated facial image preprocessing for face verification. Expert Systems with Applications, 38 (4). pp. 3959-3972. ISSN 0957-4174

Goh, Michael Kah Ong and Teoh, Andrew Beng Jin and Tee, Connie (2010) Bimodal palm print and knuckle print recognition system. Journal of IT in Asia 3. pp. 53-56.

Goh, Michael Kah Ong and Tee, Connie and Teoh, Andrew Beng Jin (2010) An innovative contactless palm print and knuckle print recognition system. Pattern Recognition Letters, 31 (12). pp. 1708-1719. ISSN 0167-8655

Teoh, Andrew Beng Jin and Goh, Yi Zheng and Goh, Michael Kah Ong (2009) Wavelet-based illumination invariant preprocessing in face recognition. Journal of Electronic Imaging, 18 (2). 023001. ISSN 1017-9909

Chong, Tze Yuang and Teoh, Andrew Beng Jin and Ngo, David Chek Ling and Goh, Michael Kah Ong (2005) Multi-space random mapping for speaker identification. IEICE Electronics Express, 2 (7). pp. 226-231. ISSN 1349-2543

Tee, Connie and Teoh, Andrew Beng Jin and Goh, Michael Kah Ong and Ngo, David Chek Ling (2005) PalmHashing: a novel approach for cancelable biometrics. Information Processing Letters, 93 (1). pp. 1-5. ISSN 0020-0190

Tee, Connie and Teoh, Andrew Beng Jin and Goh, Michael Kah Ong and Ngo, David Chek Ling (2004) PalmHashing: A novel approach for dual-factor authentication. Pattern Analysis & Applications, 7 (3). pp. 255-268. ISSN 1433-7541

Tee, Connie and Ngo, David Chek Ling and Goh, Michael Kah Ong and Teoh, Andrew Beng Jin (2003) Palmprint Recognition with PCA and ICA. Conference of Image and Vision Computing New Zealand 2003 (IVCNZ’03). pp. 227-232.

Book Section

Hossen, Md Ismail and Bari, Ahsanul and Goh, Michael Kah Ong and Tee, Connie and Lau, Siong Hoe (2020) An Automated Driver’s Context Recognition Approach Using Smartphone Embedded Sensors. In: Computational Science and Technology. Lecture Notes in Electrical Engineering (Computational Science and Technology), 603 . Springer Verlag, pp. 105-112. ISBN 9789811500572

Hossen, Md. Ismail and Goh, Michael Kah Ong and Lau, Siong Hoe and Bari, Ahsanul and Connie, Tee (2019) Smartphone-Based Drivers Context Recognition. In: Intelligent Decision Technologies 2019. Smartphone-Based Drivers Context Recognition, 142 . Springer, Smart Innovation, Systems and Technologies, pp. 239-249. ISBN 978-981-13-8311-3

Connie, Tee and Lau, Siong Hoe and Goh, Michael Kah Ong and Wee, Lorn Jhinn (2019) Contactless Palm Vein ROI Extraction using Convex Hull Algorithm. In: Computational Science and Technology. Springer Verlag, Lecture Notes in Electrical Engineering, pp. 25-35. ISBN 978-981131055-3

Hossen, Md Ismail and Goh, Michael Kah Ong and Tee, Connie and Aris, Azrin and Wong, Li Pei (2018) A Review on Outdoor Parking Systems Using Feasibility of Mobile Sensors. In: Computational Science and Technology. Lecture Notes in Electrical Engineering, 488 . Springer, pp. 241-251. ISBN 978-981-10-8275-7, 978-981-10-8276-4

Ardianto, William and Ong, Thian Song and Lau, Siong Hoe and Goh, Michael Kah Ong (2016) Finger Vein verification using local histogram of hybrid texture descriptors. In: 2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). IEEE, pp. 304-308. ISBN 978-1-4799-8996-6

Kek, Benz Yeo Chuen and Tee, Connie and Ong, Thian Song and Goh, Michael Kah Ong (2016) A preliminary study of gait-based age estimation techniques. In: 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA). IEEE, pp. 800-806. ISBN 978-9-8814-7680-7

Ardianto, William and Ong, Thian Song and Tee, Connie and Goh, Michael Kah Ong (2015) Multi-instance finger vein recognition using local hybrid binary gradient contour. In: 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA). IEEE Xplore, pp. 1226-1231. ISBN 978-9-8814-7680-7

Tee, Connie and Teoh, Andrew Beng Jin and Toussi, Hossein Lessan and Ong, Thian Song and Goh, Michael Kah Ong (2013) A challenging gait database for office surveillance. In: 2013 6th International Congress on Image and Signal Processing (CISP 2013). IEEE, pp. 1670-1675. ISBN 978-147992764-7

Tee, Connie and Goh, Michael Kah Ong and Teoh, Andrew Beng Jin (2012) Grassmannian locality preserving discriminant analysis to view invariant gait recognition with image sets. In: Proceedings of the 27th Conference on Image and Vision Computing New Zealand - IVCNZ '12. ACM Digital Library, pp. 400-405. ISBN 978-1-4503-1473-2

Chin, Yong Jian and Ong, Thian Song and Teoh, Andrew Beng Jin and Goh, Michael Kah Ong (2011) Multimodal biometrics based bit extraction method for template security. In: 2011 6th IEEE Conference on Industrial Electronics and Applications. IEEE Xplore, pp. 1971-1976. ISBN 978-1-4244-8754-7

Tee, Connie and Goh, Michael Kah Ong and Teoh, Andrew Beng Jin (2011) Personal recognition using multi-angles gait sequences. In: Digital Information Processing and Communications. Communications in Computer and Information Science (189). Springer Berlin Heidelberg, pp. 497-508. ISBN 978-3-642-22410-2

Goh, Michael Kah Ong and Tee, Connie and Teoh, Andrew Beng Jin (2011) A preliminary acclimatization study of a contactless biometrics using palm vein feature. In: 2011 6th IEEE Conference on Industrial Electronics and Applications. IEEE Xplore, pp. 1022-1027. ISBN 978-1-4244-8754-7

Goh, Michael Kah Ong and Tee, Connie and Teoh, Andrew Beng Jin (2010) Design and implementation of a contactless palm print and palm vein sensor. In: 2010 11th International Conference on Control Automation Robotics & Vision. IEEE Xplore, pp. 1268-1273. ISBN 978-1-4244-7814-9

Goh, Michael Kah Ong and Tee, Connie and Lau, Siong Hoe and Teoh, Andrew Beng Jin (2010) Design and implementation of a contactless palm vein recognition system. In: Proceedings of the 2010 Symposium on Information and Communication Technology - SoICT '10. ACM-DL, p. 92. ISBN 978-1-4503-0105-3

Goh, Michael Kah Ong and Tee, Connie and Lau, Siong Hoe and Teoh, Andrew Beng Jin (2010) Locating geometrical descriptors for hand biometrics in a contactless environment. In: 2010 International Symposium on Information Technology. IEEE Xplore, pp. 1-6. ISBN 978-1-4244-6715-0

Goh, Michael Kah Ong and Tee, Connie and Jin, Andrew Teoh Beng (2010) Robust palm print and knuckle print recognition system using a contactless approach. In: 2010 5th IEEE Conference on Industrial Electronics and Applications. IEEE Xplore, pp. 323-329. ISBN 978-1-4244-5045-9

Goh, Yi Zheng and Goh, Michael Kah Ong and Teoh, Andrew B. J. (2009) Illuminated facial preprocessing with Wavelet Local Binary Patterns Histogram Specification. In: 2009 7th International Conference on Information, Communications and Signal Processing (ICICS). IEEE Xplore, pp. 1-5. ISBN 978-1-4244-4656-8

Chin, Yong Jian and Ong, Thian Song and Goh, Michael Kah Ong and Hiew, Bee Yan (2009) Integrating palmprint and fingerprint for identity verification. In: 2009 Third International Conference on Network and System Security. IEEE Xplore, pp. 437-442. ISBN 978-1-4244-5087-9

Teoh, Andrew Beng Jin and Goh, Y. Z. and Goh, Michael Kah Ong (2008) Illuminated face normalization technique by using wavelet fusion and local binary patterns. In: 2008 10th International Conference on Control, Automation, Robotics and Vision. IEEE Xplore, pp. 422-427. ISBN 978-1-4244-2286-9

Goh, Michael Kah Ong and Teoh, Andrew Beng Jin and Ngo, David Chek Ling and Tee, Connie (2006) A fast palm print verification system. In: International Conference on Computer Graphics, Imaging and Visualisation (CGIV'06). IEEE Xplore, pp. 168-172. ISBN 0-7695-2606-3

Conference or Workshop Item

Wee, Ryan Mo Xian and Tee, Connie and Goh, Michael Kah Ong (2024) Integrating Object Detection and Optical Flow Analysis for Real-time Road Accident Detection. In: 2024 International Symposium on Intelligent Robotics and Systems (ISoIRS), 14-16 June 2024, Changsha, China.

Lim, Chin Hong and Tee, Connie and Goh, Michael Kah Ong (2024) Vehicle Detection Based on Improved YOLOv8. In: 2024 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET), 26-28 August 2024, Kota Kinabalu, Malaysia.

Ong, Chin Sin and Tee, Connie and Goh, Michael Kah Ong (2024) Vehicle Overtaking Detection Using Computer Vision Techniques. In: 2024 International Symposium on Intelligent Robotics and Systems (ISoIRS), 14-16 June 2024, Changsha, China.

Ong, Chee Thong and Tee, Connie and Goh, Michael Kah Ong and Choo, Kan Yeep (2023) Fusion of Visual and Acoustic Signals for Wildlife Recognition. In: 2023 IEEE 4th International Conference on Pattern Recognition and Machine Learning (PRML), 04-06 August 2023, Urumqi, China.

Hong, Brendan and Tee, Connie and Goh, Michael Kah Ong (2023) Scam Calls Detection Using Machine Learning Approaches. In: 2023 11th International Conference on Information and Communication Technology (ICoICT), 23-24 August 2023, Melaka, Malaysia.

Sarkar, Md. Ridoy and Masud, Syed Rayhan and Hossen, Md Ismail and Goh, Michael Kah Ong (2022) A Comprehensive Study on the Emerging Effect of Artificial Intelligence in Agriculture Automation. In: 2022 IEEE 18th International Colloquium on Signal Processing & Applications (CSPA), 12 May 2022, Selangor, Malaysia.

Teng, Ching Yee and Connie, Tee and Choo, Kan Yeep and Goh, Michael Kah Ong (2022) A Visual Approach Towards Wildlife Surveillance in Malaysia. In: 2022 10th International Conference on Information and Communication Technology (ICoICT), 2-3 August 2022, Bandung, Indonesia.

Poh, Li Zhe and Tee, Connie and Ong, Thian Song and Goh, Michael Kah Ong (2021) Dynamic Pricing for Parking System Using Reinforcement Learning. In: iCatse International Conference on Information Science and Applications, ICISA 2020, 16 -18 December 2020, Virtual Conference.

Connie, Tee and Goh, Michael Kah Ong and Koo, Voon Chet and Murata, Ken T. and Phon-Amnuaisuk, Somnuk (2021) Improved Parking Space Recognition via Grassmannian Deep Stacking Network with Illumination Correction. In: 4th Computational Intelligence in Information Systems conference, CIIS 2021, 25-27 January 2021, Bandar Seri Begawan, Brunei Darussalam.

Pang, Jordan Min Han and Tee, Connie and Goh, Michael Kah Ong (2021) Recognition of Academic Emotions in Online Classes. In: 2021 9th International Conference on Information and Communication Technology (ICoICT), 3-5 Aug. 2021, Yogyakarta, Indonesia.

Goh, Michael Kah Ong and Hossen, Md Ismail and Rahman, Md. Armanur and Hossen, Abid (2020) A Study on the Aspects of Quality of Big Data on Online Business and Recent Tools and Trends Towards Cleaning Dirty Data. In: 2020 11th IEEE Control and System Graduate Research Colloquium (ICSGRC), 8 Aug. 2020, Shah Alam, Malaysia.

Thesis

Goh, Michael Kah Ong (2011) A contactless biometric system using multiple hand features. PhD thesis, Multimedia University.

Goh, Michael Kah Ong (2004) Single-Sensor Hand Geometry And Palmprint Verification System. Masters thesis, Multimedia University.

Goh, Michael Kah Ong (2004) A Single-Sensor Hand Geometry And Palmprint Verification System. Masters thesis, Multimedia University.