Article

Cheng, Yun Quan and Mansor, Sarina and Chin, Ji Jian and Abdul Karim, Hezerul and Ban, Kar Weng (2024) Development of Realistic Hazard Scenarios in a Malaysian Driving Simulator for Education. Journal of Logistics, Informatics and Service Science, 11 (2). pp. 105-117. ISSN 2409-2665

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

Abdullah, Muhammad Shahril Nizam and Abdul Karim, Hezerul and AlDahoul, Nouar (2023) A Combination of Light Pre-trained Convolutional Neural Networks and Long Short-Term Memory for Real-Time Violence Detection in Videos. International Journal of Technology, 14 (6). p. 1228. ISSN 2086-9614

AlDahoul, Nouar and Abdul Karim, Hezerul and Momo, Mhd Adel and Escobar, Francesca Isabelle F. and Magallanes, Vina Alyzza and Tan, Myles Joshua Toledo (2023) Author Correction: Parasitic egg recognition using convolution and attention network. Scientific Reports, 13 (1). ISSN 2045-2322

Escobar, Francesca Isabelle F. and Alipo-on, Jacqueline Rose T. and Novia, Jemima Louise U. and Tan, Myles Joshua Toledo and Abdul Karim, Hezerul and AlDahoul, Nouar (2023) Automated counting of white blood cells in thin blood smear images. Computers and Electrical Engineering, 108. p. 108710. ISSN 0045-7906

Castañeda, John Alfred J. and De Castro, Angelo L. and Sy, Michael Aaron G. and AlDahoul, Nouar and Tan, Myles Joshua Toledo and Abdul Karim, Hezerul (2023) Development of a Detection System for Endangered Mammals in Negros Island, Philippines Using YOLOv5n. Lecture Notes in Electrical Engineering, 983. pp. 435-447. ISSN 1876-1100

Cheng, Yun-Quan and Mansor, Sarina and Chin, Ji Jian and Abdul Karim, Hezerul and Ban, Kar Weng (2023) Exploration and Showcase of FSMs and HFSMs Traffic in Low-Cost Educational Driving Simulator. Lecture Notes in Electrical Engineering, 983. pp. 465-475. ISSN 1876-1100

Lye Abdullah, Mohd Haris and AlDahoul, Nouar and Abdul Karim, Hezerul (2023) Fusion of Appearance and Motion Features for Daily Activity Recognition from Egocentric Perspective. Sensors, 23 (15). p. 6804. ISSN 1424-8220

Cheng, Yun Quan and Mansor, Sarina and Chin, Ji Jian and Rahman, Md. Mushfiqur and Abdul Karim, Hezerul and Ban, Kar Weng (2023) Modelling and Evaluation of Driving Simulator for Driving Education in Malaysia. Journal of Logistics, Informatics and Service Science, 10 (3). pp. 211-220. ISSN 2409-2665

AlDahoul, Nouar and Abdul Karim, Hezerul and Momo, Mhd Adel and Escobar, Francesca Isabelle F. and Magallanes, Vina Alyzza and Tan, Myles Joshua Toledo (2023) Parasitic egg recognition using convolution and attention network. Scientific Reports, 13 (1). ISSN 2045-2322

AlDahoul, Nouar and Abdul Karim, Hezerul and Momo, Mhd Adel and Escobara, Francesca Isabelle Flores and Tan, Myles Joshua Toledo (2023) Space Object Recognition With Stacking of CoAtNets Using Fusion of RGB and Depth Images. IEEE Access, 11. pp. 5089-5109. ISSN 2169-3536

AlDahoul, Nouar and Abdul Karim, Hezerul and Tan, Myles Joshua Toledo (2023) Utilization of Vision Transformer for Classification and Ranking of Video Distortions. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13739. pp. 195-204. ISSN 0302-9743

Loise U. Novia, Jemima and Alipo-on, Jacqueline Rose T. and Escobar, Francesca Isabelle F. and Tan, Myles Joshua Toledo and Abdul Karim, Hezerul and AlDahoul, Nouar (2023) White Blood Cell Classification of Porcine Blood Smear Images. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13739. pp. 156-168. ISSN 0302-9743

Abdullah, Muhammad Shahril Nizam and Abdul Karim, Hezerul and AlDahoul, Nouar (2022) Automated Detection of Violent Contents for Film Censorship using Deep Learning. PIARTI. pp. 1-2. (Unpublished)

AlDahoul, Nouar and Abdul Karim, Hezerul and Md. Sabri, Aznul Qalid and Tan, Myles Joshua Toledo and Momo, Mhd. Adel and Fermin, Jamie Ledesma (2022) A Comparison Between Various Human Detectors and CNN-Based Feature Extractors for Human Activity Recognition via Aerial Captured Video Sequences. IEEE Access, 10. pp. 63532-63553. ISSN 2169-3536

Hor, Sui Lyn and AlDahoul, Nouar and Abdul Karim, Hezerul and Lye Abdullah, Mohd Haris and Mansor, Sarina and Ahmad Fauzi, Mohammad Faizal and Ba Wazir, Abdulaziz Saleh (2022) Deep Active Learning for Pornography Recognition Using ResNet. International Journal of Technology, 13 (6). p. 1261. ISSN 2086-9614

Ba Wazir, Abdulaziz Saleh and Abdul Karim, Hezerul and Hor, Sui Lyn and Ahmad Fauzi, Mohammad Faizal and Mansor, Sarina and Lye Abdullah, Mohd Haris (2022) Deep Learning-Based Detection of Inappropriate Speech Content for Film Censorship. IEEE Access, 10. pp. 101697-101715. ISSN 2169-3536

Cheng, Yun-Quan and Mansor, Sarina and Chin, Ji Jian and Abdul Karim, Hezerul (2022) Driving Simulator for Drivers Education with Artificial Intelligence Traffic and Virtual Reality: a Review. Lecture Notes in Electrical Engineering, 835. pp. 483-494. ISSN 1876-1100

Barbon, Hazel Chloe Villalobos and Fermin, Jamie Ledesma and Kee, Shaira Limson and Tan, Myles Joshua Toledo and AlDahoul, Nouar and Abdul Karim, Hezerul (2022) Going Electronic: Venturing Into Electronic Monitoring Systems to Increase Hand Hygiene Compliance in Philippine Healthcare. Frontiers in Pharmacology, 13. pp. 1-6. ISSN 1663-9812

AlDahoul, Nouar and Abdul Karim, Hezerul and De Castro, Angelo and Tan, Myles Joshua Toledo (2022) Localization and classification of space objects using EfficientDet detector for space situational awareness. Scientific Reports, 12 (1). ISSN 2045-2322

Ibrahim, N. K. and Sali, A. and Abdul Karim, Hezerul and Ramli, A. F. and Ibrahim, N. S. and Grace, D. (2022) Multiple Description Coding for Enhancing Outage and Video Performance Over Relay-Assisted Cognitive Radio Networks. IEEE Access, 10. pp. 11750-11762. ISSN 2169-3536

AlDahoul, Nouar and Abdul Karim, Hezerul and Momo, Mhd Adel (2022) RGB-D based multi-modal deep learning for spacecraft and debris recognition. Scientific Reports, 12 (1). pp. 1-18. ISSN 2045-2322

AlDahoul, Nouar and Abdul Karim, Hezerul and Lye Abdullah, Mohd Haris and Ba Wazir, Abdulaziz Saleh and Ahmad Fauzi, Mohammad Faizal and Tan, Myles Joshua Toledo and Mansor, Sarina and Hor, Sui Lyn (2021) An Evaluation of Traditional and CNN-based Feature Descriptors for Cartoon Pornography Detection. IEEE Access, 9. pp. 39910-39925. ISSN 2169-3536

Ba Wazir, Abdulaziz Saleh and Abdul Karim, Hezerul and Lye Abdullah, Mohd Haris and AlDahoul, Nouar and Ahmad Fauzi, Mohammad Faizal and See, John Su Yang and Naim, Ahmad Syazwan and Mansor, Sarina (2021) Design and implementation of fast spoken foul language recognition with different end-to-end deep neural network architectures. Sensors, 21 (3) (710). pp. 1-17. ISSN 1424-8220

Macariola, Aitana Dy and Santarin, Theara Mae Capacion and Villaflor, Ferianne Joy Manday and Villaluna, Leofe Marie Guintos and Yonzon, Rea Shane Leonora and Fermin, Jamie Ledesma and Kee, Shaira Limson and AlDahoul, Nouar and Abdul Karim, Hezerul and Tan, Myles Joshua Toledo (2021) Breaking Barriers Amid the Pandemic: The Status of Telehealth in Southeast Asia and its Potential as a Mode of Healthcare Delivery in the Philippines. Frontiers in Pharmacology, 12. pp. 1-6. ISSN 1663-9812

AlDahoul, Nouar and Abdul Karim, Hezerul and Ba Wazir, Abdulaziz Saleh (2021) Model fusion of deep neural networks for anomaly detection. Journal of Big Data, 8. pp. 1-18. ISSN 2196-1115

AlDahoul, Nouar and Abdul Karim, Hezerul and Tan, Myles Joshua Toledo and Fermin, Jamie Ledesma (2021) Transfer Learning and Decision Fusion for Real Time Distortion Classification in Laparoscopic Videos. IEEE Access, 9. pp. 115006-115018. ISSN 2169-3536

AlDahoul, Nouar and Abdul Karim, Hezerul and Lye Abdullah, Mohd Haris and Ahmad Fauzi, Mohammad Faizal and Ba Wazir, Abdulaziz Saleh and Mansor, Sarina and See, John Su Yang (2021) Transfer detection of yolo to focus cnn’s attention on nude regions for adult content detection. Symmetry, 13 (1) (26). ISSN 2073-8994

Mansor, Sarina and Abdul Karim, Hezerul and Hor, Sui Lyn and AlDahoul, Nouar (2020) Convolutional Neural Network-based Transfer Learning and Classification of Visual Contents for Film Censorship. Journal of Engineering Technology and Applied Physics, 2 (2). pp. 28-35. ISSN 2682-8383

Hor, Sui Lyn and Mansor, Sarina and AlDahoul, Nouar and Abdul Karim, Hezerul (2020) Convolutional Neural Network-based Transfer Learning and Classification of Visual Contents for Film Censorship. Journal of Engineering Technology and Applied Physics, 2 (2). pp. 28-35. ISSN 2682-8383

AlDahoul, Nouar and Abdul Karim, Hezerul and Lye Abdullah, Mohd Haris and Ahmad Fauzi, Mohammad Faizal and Ba Wazir, Abdulaziz Saleh and Mansor, Sarina and See, John Su Yang (2020) Transfer Detection of YOLO to Focus CNN’s Attention on Nude Regions for Adult Content Detection. Symmetry, 13 (1). p. 26. ISSN 2073-8994

Banaeeyan, Rasoul and Abdul Karim, Hezerul and Lye, Haris and Ahmad Fauzi, Mohammad Faizal and Mansor, Sarina and See, John Su Yang (2019) Acoustic Pornography Recognition using Fused Pitch and Mel-Frequency Cepstrum Coefficients. International Journal of Technology, 10 (7). pp. 1335-1343. ISSN 2086-9614

Banaeeyan, Rasoul and Abdul Karim, Hezerul and Lye Abdullah, Mohd Haris and Ahmad Fauzi, Mohammad Faizal and Mansor, Sarina and See, John Su Yang (2019) Automated Nudity Recognition using Very Deep Residual Learning Network. International Journal of Recent Technology and Engineering, 8 (3S). pp. 136-141. ISSN 2277-3878

Aljabal, Fahad Muhyialdeen and Abdul Karim, Hezerul and Mahadzir, Mazlan and Mohd Yusof, Mohd Hafizuddin and Abdullah, Che Zulkhairi (2019) Development of Scaled Real Time Augmented Reality Sandbox. International Journal of Recent Technology and Engineering, 8 (3S). pp. 164-169. ISSN 2277-3878

Abdul Karim, Hezerul and Bahbibi, Rahmatullah and Zaidan, B. B. and Zaidan, A. A. and Qahtan, M. Yas (2018) Comprehensive insights into evaluation and benchmarking of real-time skin detectors: Review, open issues & challenges, and recommended solutions. Measurement, 114. pp. 243-260. ISSN 0263-2241

Banaeeyan, Rasoul and Lye Abdullah, Mohd Haris and Ahmad Fauzi, Mohammad Faizal and Abdul Karim, Hezerul and See, John Su Yang (2018) Semantic facial scores and compact deep transferred descriptors for scalable face image retrieval. Neurocomputing, 308. pp. 111-128. ISSN 0925-2312

Zaidan, B. B. and Zaidan, A. A. and Abdul Karim, Hezerul and Ahmad, Nurul Nadia (2016) A new digital watermarking evaluation and benchmarking methodology using an external group of evaluators and multi-criteria analysis based on ‘large-scale data’. Software: Practice and Experience. pp. 1-28. ISSN 0038-0644

Arif, Arif Sameh and Mansor, Sarina and Logeswaran, Rajasvaran and Abdul Karim, Hezerul (2015) Auto-shape Lossless Compression of Pharynx and Esophagus Fluoroscopic Images. Journal of Medical Systems, 39 (5). ISSN 0148-5598

Zaidan, A. A. and Ahmad, Nurul Nadia and Abdul Karim, Hezerul and Larbani, Moussa and Zaidan, B. B. and Sali, Aduwati (2014) Image skin segmentation based on multi-agent learning Bayesian and neural network. Engineering Applications of Artificial Intelligence, 32. pp. 136-150. ISSN 0952-1976

Zaidan, A. A. and Ahmad, Nurul Nadia and Abdul Karim, Hezerul and Larbani, Moussa and Zaidan, B. B. and Sali, Aduwati (2014) On the multi-agent learning neural and Bayesian methods in skin detector and pornography classifier: An automated anti-pornography system. Neurocomputing, 131. pp. 397-418. ISSN 0925-2312

Zaidan, A. A. and Abdul Karim, Hezerul and Ahmad, Nurul Nadia and Zaidan, B. B. and Sali, Aduwati (2014) A four-phases methodology to propose anti-pornography system based on neural and bayesian methods of artificial intelligence. International Journal of Pattern Recognition and Artificial Intelligence, 28 (1). ISSN 0218-0014

Book Section

Shah, N. S. M. A. and Abdul Karim, Hezerul and Ahmad Fauzi, Mohammad Faizal and Mohd Arif, Nor Azhar and Sali, Aduwati (2016) Evaluation of Further Reduced Resolution Depth Coding for stereoscopic 3D video. In: 2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). IEEE, pp. 361-366. ISBN 978-1-4799-8996-6

Mohd Noor, Norul Uyuun and Abdul Karim, Hezerul and Mohd Arif, Nor Azhar and Sali, Aduwati (2013) Multiview plus depth video using high effiency video coding method. In: 2013 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). IEEE Xplore, pp. 209-213. ISBN 978-1-4799-0267-5

Arif, Arif Sameh and Logeswaran, Rajasvaran and Mansor, Sarina and Abdul Karim, Hezerul (2013) Segmentation and compression of pharynx and esophagus fluoroscopic images. In: 2013 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). IEEE Xplore, pp. 220-225. ISBN 978-1-4799-0267-5

Mansor, Sarina and Abdul Karim, Hezerul and Arif, Arif Sameh and Logeswaran, Rajasvaran (2012) Lossless compression of Fluoroscopy medical images using correlation and the combination of Run-length and Huffman coding. In: 2012 IEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES). IEEE Xplore, pp. 759-762. ISBN 978-1-4673-1664-4

Conference or Workshop Item

Cheng, Yun Quan and Mansor, Sarina and Chin, Ji Jian and Abdul Karim, Hezerul and Ban, Kar Weng (2023) Enhancement of Prototype Driving Simulator Using Available AI-Based Game Technology. In: International Congress on Information and Communication Technology, 20-23 February 2023, London, United Kingdom.

Momo, Mhd Adel and Abdul Karim, Hezerul and Sy, Michael Aaron G. and Albunni, Ahmad and Tan, Myles Joshua Toledo and AlDahoul, Nouar (2023) Evaluation of Convolution and Attention Networks for Nudity and Pornography Detection in Sketch Images. In: 2023 IEEE Symposium on Computers & Informatics (ISCI), 14-15 October 2023, Shah Alam, Malaysia.

Sarker, Md. Tanjil and Mansor, Sarina and Al Farid, Fahmid and Abdul Karim, Hezerul and Ramasamy, Gobbi (2023) Investigation of Optimal Perturbation Signals for Multivariable System Under Model Predictive Control. In: 2023 IEEE 11th Conference on Systems, Process & Control (ICSPC), 16-16 December 2023, Malacca, Malaysia.

Sarker, Md. Tanjil and Al Farid, Fahmid and Ramasamy, Gobbi and Mansor, Sarina and Abdul Karim, Hezerul (2023) An Overview of System Identification Procedures and Perturbation Signal. In: 2023 IEEE 11th Conference on Systems, Process & Control (ICSPC), 16-16 December 2023, Malacca, Malaysia.

Hor, Sui Lyn and Abdul Karim, Hezerul and Mansor, Sarina (2022) Automated Detection of Visual Contents For Film Censorship Using Deep Learning And Retraining Through Active Learning. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

AlDahoul, Nouar and Abdul Karim, Hezerul and Kee, Shaira Limson and Tan, Myles Joshua Toledo (2022) Localization and Classification of Parasitic Eggs in Microscpic Images Using An Efficientdet Detector. In: 2022 IEEE International Conference on Image Processing (ICIP), 16-19 Oct 2022, Bordeaux, France.

Cheng, Yun Quan and Mansor, Sarina and Chin, Ji Jian and Abdul Karim, Hezerul and Ban, Kar Weng (2022) Modelling Traffic-Based Driving Simulator Using Artificial Intelligence and Virtual Reality Techniques. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

AlDahoul, Nouar and Abdul Karim, Hezerul and Datta, Rishav and Gupta, Shreyash and Agrawal, Kashish and Albunni, Ahmad (2021) Convolutional Neural Network - Long Short Term Memory based IOT Node for Violence Detection. In: 2021 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET), 13-15 Sept. 2021, Kota Kinabalu, Malaysia.

AlDahoul, Nouar and Abdul Karim, Hezerul and Momo, Mhd Adel (2021) RGB-D Based Multimodal Convolutional Neural Networks for Spacecraft Recognition. In: 2021 IEEE International Conference on Image Processing Challenges (ICIPC), 25-26 Oct. 2021, Johor Bahru, Malaysia.

Ba Wazir, Abdulaziz Saleh and Abdul Karim, Hezerul and Lye Abdullah, Mohd Haris and Mansor, Sarina and AlDahoul, Nouar and Ahmad Fauzi, Mohammad Faizal and See, John Su Yang (2020) Spectrogram-Based Classification Of Spoken Foul Language Using Deep CNN. In: 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP), 21-24 Sept. 2020, Tampere, Finland.

Ibrahim, Nor Khairiah and Sali, Aduwati and Abdul Karim, Hezerul and Ramli, Aizat Faiz (2017) Multiple description coding (MDC) for video transmission in cognitive radio network systems. In: 2017 IEEE 13th Malaysia International Conference on Communications (MICC), 28-30 Nov. 2017, Johor Bahru.

Thesis

Abdul Karim, Hezerul (2002) Study Of Motion Estimation Algorithms For Interpolation Of Low Rate Video Frames. Masters thesis, Multimedia University.

Other

Azmi, Muhammad Fariz and Abdul Karim, Hezerul and AlDahoul, Nouar (2022) Anomaly Detection For Network Security. None. (Unpublished)

Hor, Sui Lyn and Abdul Karim, Hezerul and AlDahoul, Nouar and Lye Abdullah, Mohd Haris and Mansor, Sarina and Ahmad Fauzi, Mohammad Faizal (2022) Deep Active Learning for Pornography Recognition. None. (Unpublished)