Article

Ramadan, Syed Taha Yeasin and Sakib, Tanjim and Al Farid, Fahmid and Islam, Md. Shofiqul and Abdullah, Junaidi and Bhuiyan, Md Roman and Mansor, Sarina and Abdul Karim, Hezerul (2024) Improving Wheat Leaf Disease Classification: Evaluating Augmentation Strategies and CNN-Based Models With Limited Dataset. IEEE Access, 12. pp. 69853-69874. ISSN 2169-3536

SaberiKamarposhti, Morteza and Ng, Kok Why and Chua, Fang Fang and Abdullah, Junaidi and Yadollahi, Mehdi and Moradi, Mona and Ahmadpour, Sima (2024) Post-quantum healthcare: A roadmap for cybersecurity resilience in medical data. Heliyon, 10 (10). e31406. ISSN 2405-8440

Al Farid, Fahmid and Hashim, Noramiza and Abdullah, Junaidi and Bhuiyan, Md Roman and Kairanbay, Magzhan and Yusoff, Zulfadzli and Abdul Karim, Hezerul and Mansor, Sarina and Sarker, Md. Tanjil and Ramasamy, Gobbi (2024) Single Shot Detector CNN and Deep Dilated Masks for Vision-Based Hand Gesture Recognition From Video Sequences. IEEE Access, 12. pp. 28564-28574. ISSN 2169-3536

Saberi, Zamfirdaus and Hashim, Noramiza and Ali, Aziah and Boursier, Patrice and Abdullah, Junaidi and Che Embi, Zarina (2023) Adaptive Contrast Enhancement of Satellite Images Based on Histogram and Non-linear Transfer Function Methods. IAENG International Journal of Applied Mathematics, 53 (1). ISSN 1992-9978

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid and Uddin, Jia (2023) Hajj pilgrimage abnormal crowd movement monitoring using optical flow and FCNN. Journal of Big Data, 10 (1). ISSN 2196-1115

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid and Uddin, Jia and Abdullah, Norra and Samsudin, Mohd Ali (2022) Crowd density estimation using deep learning for Hajj pilgrimage video analytics. F1000Research, 10. p. 1190. ISSN 2046-1402

Bhuiyan, Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid and Mohd Isa, Wan Noorshahida and Uddin, Jia and Abdullah, Norra (2022) Deep Dilated Convolutional Neural Network for Crowd Density Image Classification with Dataset Augmentation for Hajj Pilgrimage. Sensors, 22 (14). p. 5102. ISSN 1424-8220

Bhuiyan, Md Roman and Abdullah, Junaidi (2022) Detection on Cell Cancer Using the Deep Transfer Learning and Histogram Based Image Focus Quality Assessment. Sensors, 22 (18). p. 7007. ISSN 1424-8220

Saberi, Zamfirdaus and Hashim, Noramiza and Ali, Aziah and Abdullah, Junaidi and Mohd Isa, Wan Noorshahida and Che Embi, Zarina (2022) Multi-temporal satellite image correction based on CNN features and adaptive contrast enhancement. IOP Conference Series: Earth and Environmental Science, 1064 (1). 012019. ISSN 1755-1307

Al Farid, Fahmid and Hashim, Noramiza and Abdullah, Junaidi and Bhuiyan, Md Roman and Mohd Isa, Wan Noorshahida and Uddin, Jia and Haque, Mohammad Ahsanul and Husen, Mohd Nizam (2022) A Structured and Methodological Review on Vision-Based Hand Gesture Recognition System. Journal of Imaging, 8 (6). p. 153. ISSN 2313-433X

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid (2022) Video analytics using deep learning for crowd analysis: a review. Multimedia Tools and Applications, 81 (19). pp. 27895-27922. ISSN 1380-7501; eISSN: 1573-7721

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid and Ahsanul Haque, Mohammad and Uddin, Jia and Mohd Isa, Wan Noorshahida and Husen, Mohd Nizam and Abdullah, Norra (2022) A deep crowd density classification model for Hajj pilgrimage using fully convolutional neural network. PeerJ Computer Science, 8. e895. ISSN 2376-5992

Rosli, Muhamad Irfan and Che Embi, Zarina and Abdullah, Junaidi (2021) A Non-immersive Virtual Reality Application for Children with Autism Spectrum Disorder. Lecture Notes in Computer Science, 12677. pp. 519-525. ISSN 0302-9743

Zamri, Muhammad Nur Hakim and Abdullah, Junaidi and Bhuiyan, Roman and Hashim, Noramiza and Al Farid, Fahmid and Uddin, Jia and Husen, Mohd Nizam and Abdullah, Norra (2021) A Comparison of ML and DL Approaches for Crowd Analysis on the Hajj Pilgrimage. Lecture Notes in Computer Science, 13051. pp. 552-561. ISSN 0302-9743

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid and Samsudin, Mohd Ali and Abdullah, Norra and Uddin, Jia (2021) Hajj pilgrimage video analytics using CNN. Bulletin of Electrical Engineering and Informatics, 10 (5). pp. 2598-2606. ISSN 2089-3191

Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid (2019) Vision Based Gesture Recognition from RGB Video frames Using Morphological Image Processing Techniques. International Journal of Advanced Science and Technology, 28 (13). pp. 321-332. ISSN 2005-4238, 2207-6360

Mohd Isa, Wan Noorshahida and Md Saffi, N. F. and Mat Desa, Shahbe and Hashim, N. and Abdullah, Junaidi and Ali, A. and Che Embi, Zarina (2019) Physical condition analysis of road signs using image template. International Workshop on Advanced Image Technology (IWAIT) 2019, 11049. ISSN 0277-786X

Abdullah, Junaidi and Mohd Isa, Wan Noorshahida and Samsudin, Mohd Ali (2019) Virtual reality to improve group work skill and self-directed learning in problem-based learning narratives. Virtual Reality. pp. 461-471. ISSN 1359-4338

Abdullah, Junaidi and Al Farid, Fahmid and Hashim, Noramiza (2019) Vision-based hand gesture recognition from RGB video data using SVM. International Workshop on Advanced Image Technology (IWAIT) 2019, 11049. ISSN 0277-786X

Salih, Nbhan D. and Saleh, Marwan D. and Eswaran, Chikkannan and Abdullah, Junaidi (2018) Fast optic disc segmentation using FFT-based template-matching and region-growing techniques. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 6 (1). pp. 101-112. ISSN 2168-1163

Mohd Isa, Wan Noorshahida and Abdullah, Junaidi and Eswaran, Chikkannan and Ibrahim, Amalina (2015) An analysis on gait recognition of twins. ARPN Journal of Engineering and Applied Sciences, 10 (3). pp. 1210-1215. ISSN 1819-6608

Sankaraiah, Sreeramula and Lam, Hai Shuan and Eswaran, Chikkanan and Abdullah, Junaidi (2014) Performance optimization of video coding process on multi-core platform using GOP level parallelism. International Journal of Parallel Programming, 42 (6). pp. 931-947. ISSN 1573-7640

Ng, Hu and Tan, Wooi Haw and Abdullah, Junaidi (2014) Multi-view Gait Based Biometric System. International Journal of Soft Computing and Software Engineering (JSCSE), 4 (1). pp. 1-12. ISSN 2251-7545

Ng, Hu and Tan, Wooi Haw and Abdullah, Junaidi and Tong, Hau Lee (2014) Development of vision based multiview gait recognition system with MMUGait database. The Scientific World Journal, 2014 (376569). ISSN 1537-744X

Sankaraiah, Sreeramula and Lam, Hai Shuan and Eswaran, Chikkannan and Abdullah, Junaidi (2014) Scalable video encoding with macroblock-level parallelism. EURASIP Journal on Advances in Signal Processing 2014, 145. pp. 1-15. ISSN 1687-6180

Ho, Chiung Ching and Ng, Hu and Tan, Wooi Haw and Ng, Kok Why and Tong, Hau Lee and Yap, Timothy Tzen Vun and Chong, Pei Fen and Eswaran, Chikkannan and Abdullah, Junaidi (2013) MMU GASPFA: A COTS multimodal biometric database. Pattern Recognition Letters, 34 (15). pp. 2043-2050. ISSN 0167-8655

Ng, Hu and Abdullah, Junaidi and Tan, Wooi Haw (2013) Multi-view gait based human identification system with Covariate analysis. International Arab Journal of Information Technology (IAJIT), 10 (5). pp. 519-526. ISSN 1683-3198

Mohd Isa, Wan Noorshahida and Abdullah, Junaidi and Eswaran, Chikkannan (2013) Gait classification of twins and non-twins siblings. 2013 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM). pp. 47-51. ISSN 2325-4300

Book Section

Abdullah, Junaidi and Ng, Sew Lai and Tong, Hau Lee (2019) Snake-Based Boundary Search for Segmentation of 3D Polygonal Model. In: Intelligent and Interactive Computing. Snake-Based Boundary Search for Segmentation of 3D Polygonal Model, 67 . Springer, Cham, Lecture Notes in Networks and Systems, pp. 537-546. ISBN 978-981-13-6031-2

Abdullah, Junaidi and Dawod, Ahmad Yahya and Nordin, Md Jan (2018) Static fingerspelling recognition based on boundary tracing algorithm and chain code. In: ISMSI '18: Proceedings of the 2nd International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence. Association for Computing Machinery, pp. 104-109. ISBN 9781450364126

Mohd Isa, Wan Noorshahida and Abdullah, Junaidi and Eswaran, Chikkannan (2014) Distinguishing twins by Gait via Jackknife-Like validation in classification analysis. In: Proceedings of the First International Conference on Advanced Data and Information Engineering (DaEng-2013). Lecture Notes in Electrical Engineering (285). Springer Singapore, pp. 301-308. ISBN 978-981-4585-17-0

Sankaraiah, Sreeramula and Lam, Hai Shuan and Eswaran, Chikkannan and Abdullah, Junaidi (2014) Parallel full HD video decoding for multicore architecture. In: Proceedings of the First International Conference on Advanced Data and Information Engineering (DaEng-2013). Lecture Notes in Electrical Engineering, Part 3 (285). Springer Singapore, pp. 317-324. ISBN 978-981-4585-17-0

Abdullah, Junaidi and Ku, Day Chyi and Suhaifi, Syazani (2014) A resource-independent marker-based augmented reality application. In: Signal Processing and Information Technology. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (117). Springer International Publishing, pp. 204-210. ISBN 978-3-319-11628-0

Ng, Hu and Ho, Chiung Ching and Tan, Wooi Haw and Tong, Hau Lee and Ng, Kok Why and Yap, Timothy Tzen Vun and Chong, Pei Fen and Tan, Lay Kun and Abdullah, Junaidi and Eswaran, Chikkannan (2013) MMUGait database and baseline results. In: Advances in Visual Informatics. Lecture Notes in Computer Science, 8237 (8237). Springer Berlin Heidelberg, pp. 458-469. ISBN 978-3-319-02957-3

Ng, Kok Why and Abdullah, Junaidi and Ng, Sew Lai (2012) Semi-automatic segmentation of 3d point clouds skeleton without explicit computation for critical points. In: PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence. Springer-Verlag Berlin, pp. 783-788. ISBN 978-3-642-32694-3

Ng, Hu and Tan, Wooi Haw and Tong, Hau Lee and Abdullah, Junaidi and Komiya, Ryoichi (2009) Extraction and Classification of Human Gait Features. In: Visual Informatics: Bridging Research and Practice. Lecture Notes in Computer Science (5857). Springer Berlin Heidelberg, pp. 596-606. ISBN 978-3-642-05035-0, 978-3-642-05036-7

Ng, Hu and Tan, Wooi Haw and Komiya, Ryoichi and Abdullah, Junaidi and Tong, Hau Lee (2009) Extraction of human gait features from enhanced human silhouette images. In: 2009 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). IEEE, 425 -430. ISBN 978-1-4244-5560-7

Conference or Workshop Item

Mat Desa, Shahbe and Mohd Isa, Wan Noorshahida and Gomez-Krämer, Petra and Roslee, Mardeni and Hashim, Noramiza and Abdullah, Junaidi and Ali, Aziah and Che Embi, Zarina and Ibrahim, Amalina (2024) Towards No Shadow: Region-based Shadow Compensation on Low-altitude Urban Aerial Images. In: 2024 IEEE 8th International Conference on Signal and Image Processing Applications (ICSIPA), 03-05 September 2024, Kuala Lumpur, Malaysia.

Mohd Tajudin, Muhammad Haziq and Mat Desa, Shahbe and Abdullah, Junaidi (2023) Traffic Density Identification From UAV Images Using Deep Learning: A Preliminary Study. In: 2023 15th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 08-10 December 2023, Kuala Lumpur, Malaysia.

Tan, Yong En and Abdullah, Junaidi and Wong, Lai Kuan (2022) Automated Tactical Analysis of Badminton Matches Using Machine Learning Techniques. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia.

Ban, Kar Weng and Abdullah, Junaidi and Loh, Yuen Peng (2022) Automated Tactical Analysis of Broadcast Badminton Match Videos. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Ban, Kar Weng and See, John Su Yang and Abdullah, Junaidi and Loh, Yuen Peng (2022) BadmintonDB: A Badminton Dataset for Player-specific Match Analysis and Prediction. In: MM '22: The 30th ACM International Conference on Multimedia, 14 October 2022, Lisboa, Portugal.