Article

Rehman, Zaka Ur and Ahmad Fauzi, Mohammad Faizal and Wan Ahmad, Wan Siti Halimatul Munirah and Abas, Fazly Salleh and Cheah, Phaik Leng and Chiew, Seow Fan and Looi, Lai Meng (2024) Computational approach for counting of SISH amplification signals for HER2 status assessment. PeerJ Computer Science, 10. e2373. ISSN 2376-5992

Hasan, Md Jahid and Ahmad, Wan Siti Halimatul Munirah Wan and Ahmad Fauzi, Mohammad Faizal and Lee, Jenny Tung Hiong and Khor, See Yee and Looi, Lai Meng and Abas, Fazly Salleh and Adam, Afzan and Chan, Elaine Wan Ling (2024) Real-time segmentation and classification of whole-slide images for tumor biomarker scoring. Journal of King Saud University - Computer and Information Sciences, 36 (9). p. 102204. ISSN 1319-1578

Rehman, Zaka Ur and Ahmad Fauzi, Mohammad Faizal and Wan Ahmad, Wan Siti Halimatul Munirah and Abas, Fazly Salleh and Cheah, Phaik Leng and Chiew, Seow Fan and Looi, Lai Meng (2024) Review of In Situ Hybridization (ISH) Stain Images Using Computational Techniques. Diagnostics, 14 (18). p. 2089. ISSN 2075-4418

Ahmad, Wan Siti Halimatul Munirah Wan and Ahmad Fauzi, Mohammad Faizal and Hasan, Md Jahid and Rehman, Zaka Ur and Lee, Jenny Tung Hiong and Khor, See Yee and Looi, Lai Meng and Abas, Fazly Salleh and Adam, Afzan and Chan, Elaine Wan Ling and Kamata, Sei-Ichiro (2023) Multi-Configuration Analysis of DenseNet Architecture for Whole Slide Image Scoring of ER-IHC. IEEE Access, 11. pp. 79911-79928. ISSN 2169-3536

Ahmad Fauzi, Mohammad Faizal and Wan Ahmad, Wan Siti Halimatul Munirah and Jamaluddin, Mohammad Fareed and Lee, Jenny Tung Hiong and Khor, See Yee and Looi, Lai Meng and Abas, Fazly Salleh and AlDahoul, Nouar (2022) Allred Scoring of ER-IHC Stained Whole-Slide Images for Hormone Receptor Status in Breast Carcinoma. Diagnostics, 12 (12). p. 3093. ISSN 2075-4418

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

Wan Ahmad, Wan Siti Halimatul Munirah and Hussain, Aini and Wan Zaki, Wan Mimi Diyana and Ahmad Fauzi, Mohammad Faizal (2022) Lung Segmentation on Standard and Mobile Chest Radiographs using Oriented Gaussian Derivatives Filter. Jurnal Kejuruteraan, 34 (4). pp. 617-628. ISSN 0128-0198, 2289-7526

Mansor, Sarina and Teoh, Kean Hooi and Looi, Lai Meng and Lee, Jenny Tung Hiong and Khor, See Yee and Ahmad Fauzi, Mohammad Faizal and Abu Samah, Afiqah (2022) Mitotic cells detection in H&E-stained breast carcinoma images. International Journal of Biomedical Engineering and Technology, 40 (1). p. 54. ISSN 1752-6418

Kho, Daniel Cheok Kiang and Ahmad Fauzi, Mohammad Faizal and Lim, Sin Liang (2022) Video Chunk Processor: Low-Latency Parallel Processing of 3 x 3-pixel Image Kernels. International Journal of Technology, 13 (5). p. 1045. ISSN 2086-9614

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

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

Ahmad Fauzi, Mohammad Faizal (2020) 2020 IEEE Region 10 Awards Recipients. IEEE Region 10, 79. pp. 8-15. ISSN 2640-821X

Ahmad Fauzi, Mohammad Faizal (2020) IEEE R10 Today. IEEE Region 10. pp. 1-91. ISSN 2640-821X

Ahmad Fauzi, Mohammad Faizal (2020) 2019 IEEE Region 10 Humanitarian Technology Conference (R10HTC2019). IEEE R10 Today, 2020 (Jan). pp. 16-20.

Ahmad Fauzi, Mohammad Faizal (2020) 2019 IEEE Malaysia Section Awards. IEEE Malaysia Section Newsletter, Q1. pp. 5-9. ISSN 2590-3608

Ahmad Fauzi, Mohammad Faizal (2020) Machine Intelligence in Digital Pathology: Towards Personalized Medicine for Better Healthcare. Suara TEEAM (79). p. 47.

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

Ahmad Fauzi, Mohammad Faizal and Chen, Wei and Knight, Debbie and Hampel, Heather and Gurcan, Metin N. and Frankel, Wendy L. (2020) Tumor Budding Detection System in Whole Slide Pathology Images. Journal of Medical Systems, 44 (2). pp. 1-10. ISSN 0148-5598

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

Kho, Daniel Cheok Kiang and Ahmad Fauzi, Mohammad Faizal and Sin, Liang Lim (2019) Hardware-Based Sobel Gradient Computations for Sharpness Enhancement. International Journal of Technology, 10 (7). pp. 1315-1325. ISSN 2086-9614

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

Moein, Sara and Logeswaran, Rajasvaran and Ahmad Fauzi, Mohammad Faizal (2017) Detection of heart disorders using an advanced intelligent swarm algorithm. Intelligent Automation & Soft Computing, 23. pp. 1-6. ISSN 1079-8587; eISSN: 2326-005X

Ahmad Fauzi, Mohammad Faizal and Lim, Sin Liang and Tan, Wooi Nee and Arief Wibowo, Agustinus Deddy (2015) On the detection of possible landslides in post-event satellite images: A probability map approach. International Journal of Machine Learning and Computing, 5 (4). pp. 325-328. ISSN 2010-3700

Ahmad Fauzi, Mohammad Faizal and Khansa, Ibrahim and Catignani, Karen and Gordillo, Gayle and Sen, Chandan K. and Gurcan, Metin N. (2015) Computerized segmentation and measurement of chronic wound images. Computers in Biology and Medicine, 60. pp. 74-85. ISSN 1879-0534

See, John and Ahmad Fauzi, Mohammad Faizal and Eswaran, C. (2013) Fusing cluster-centric feature similarities for face recognition in video sequences. Pattern Recognition Letters, 34 (16). pp. 2057-2064. ISSN 0167-8655

Ahmad Fauzi, Mohammad Faizal (2010) Computer Science; Research on computer science described by scientists at Multimedia University. Computer Weekly News. p. 186.

Tong, Hau-Lee and Ahmad Fauzi, Mohammad Faizal and Ryoichi, Komiya (2009) Segmentation of CT brain images using unsupervised clusterings. Journal of Visualization, 12 (2). pp. 131-138. ISSN 1343-8875

Book Section

Tham, K. Y. and Cheam, T. W. and Wong, Hwee Ling and Ahmad Fauzi, Mohammad Faizal (2020) Development of a Bi-level Web Connected Home Access System using Multi-Deep Learning Neural Networks. In: Computational Science and Technology. Lecture Notes in Electrical Engineering (Computational Science and Technology), 603 . Springer Verlag, pp. 227-236. ISBN 9789811500572

Ahmad Fauzi, Mohammad Faizal and Haw, Su Cheng and Ng, Hu and Yap, Timothy Tzen Vun and Tong, Hau Lee (2019) Automatic Classification and Retrieval of Brain Hemorrhages. In: Computational Science and Technology. Automatic Classification and Retrieval of Brain Hemorrhages, 481 . Springer, Lecture Notes in Electrical Engineering, pp. 1-11. ISBN 978-981-13-2622-6

Tham, Jie Sheng and Chen, Yong Shen and Ahmad Fauzi, Mohammad Faizal and Chang, Yoong Choon (2016) Depth image object recognition using moment invariants. In: 2016 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW). IEEE, pp. 1-2. ISBN 978-1-5090-2073-7

Kalimuthu, Hemalatha and Tan, Wooi Nee and Lim, Sin Liang and Ahmad Fauzi, Mohammad Faizal (2016) Assessing frequency ratio method for landslide susceptibility mapping in Cameron Highlands, Malaysia. In: 2015 IEEE Student Conference on Research and Development (SCOReD). IEEE Xplore, pp. 93-99. ISBN 978-1-4673-9572-4

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

Wan Ahmad, Wan Siti Halimatul Munirah and Ahmad Fauzi, Mohammad Faizal and Wan Zaki, Wan Mimi Diyana (2016) Abnormality detection for infection and fluid cases in chest radiograph. In: 2015 International Electronics Symposium (IES). IEEE, pp. 62-67. ISBN 978-1-4673-9345-4

Tham, Jie Sheng and Chang, Yoong Choon and Ahmad Fauzi, Mohammad Faizal (2014) Automatic identification of drinking activities at home using depth data from RGB-D camera. In: 2014 International Conference on Control, Automation and Information Sciences (ICCAIS). IEEE, pp. 153-158. ISBN 978-1-4799-7204-3/14

Ahmad Fauzi, Mohammad Faizal and Gokozan, Hamza Numan and Elder, Brad and Puduvalli, Vinay K. and Otero, Jose J. and Gurcan, Metin N. (2014) Classification of glioblastoma and metastasis for neuropathology intraoperative diagnosis:A multi-resolution textural approach to model the background. In: Medical Imaging 2014: Digital Pathology. SPIE. ISBN 9780819498342

Wan Ahmad, Wan Siti Halimatul Munirah and Ahmad Fauzi, Mohammad Faizal and Tan, Wooi Haw (2014) Content-based medical image retrieval system for infections and fluids in chest radiographs. In: Information Retrieval Technology. Lecture Notes in Computer Science (8870). Springer International Publishing, pp. 14-23. ISBN 978-3-319-12843-6

Mansor, Sarina and Sheikh, Ahsan Raza and Lye Abdullah, Mohd Haris and Ahmad Fauzi, Mohammad Faizal (2013) Content-based image retrieval system for marine life images using gradient vector flow. In: 2013 IEEE International Conference,Signal and Image Processing Applications (ICSIPA). IEEE Xplore, pp. 77-82. ISBN 978-1-4799-0267-5

Aris, Marjuni and Ahmad Fauzi, Mohammad Faizal and Heng, Swee-Huay and Rajasvaran, Logeswaran (2012) A joint filtering based SVD technique for image de-noising. In: 2012 IEEE Symposium on Computers & Informatics (ISCI). IEEE Xplore, pp. 237-240. ISBN 978-1-4673-1685-9

Tong, Lee Hau and Ahmad Fauzi, Mohammad Faizal and Ryoichi, Komiya (2008) Segmentation of CT head images. In: International Conference on BioMedical Engineering and Informatics, 2008. BMEI 2008. IEEE Xplore, pp. 233-237. ISBN 978-0-7695-3118-2

Conference or Workshop Item

Touhami, Meriem and Ur Rehman, Zaka and Ahmad Fauzi, Mohammad Faizal and Mansor, Sarina (2024) Comparison of Conventional and U-Net Based Histopathology Image Enhancement. In: 2024 IEEE 8th International Conference on Signal and Image Processing Applications (ICSIPA), 03-05 September 2024, Kuala Lumpur, Malaysia.

Hasan, Md Jahid and Ahmad, Wan Siti Halimatul Munirah Wan and Ahmad Fauzi, Mohammad Faizal and Abas, Fazly Salleh (2024) Hybrid Deep Learning Architectures for Histological Image Segmentation. In: 2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), 19-22 February 2024, Osaka, Japan.

Lin, Bo Yu and Kamata, Sei Ichiro and Ahmad Fauzi, Mohammad Faizal and Ahmad, Wan Siti Halimatul Munirah Wan (2024) New Automatic Allred Scoring for Breast Cancer Nuclei Detection and Scoring from ER-IHC Stained Images. In: 2024 IEEE 8th International Conference on Signal and Image Processing Applications (ICSIPA), 03-05 September 2024, Kuala Lumpur, Malaysia.

Tan, Choo Hui and Lim, Wei Jie and Wan Ahmad, Wan Siti Halimatul Munirah and Wong, Lai Kuan and Ur Rehman, Zaka and Looi, Lai Meng and Cheah, Phaik Leng and Toh, Fa Yen and Ahmad Fauzi, Mohammad Faizal (2023) HER2-Sish Histopathology Image Classification Using Deep Neural Networks. In: 2023 IEEE International Conference on Image Processing (ICIP), 08-11 October 2023, Kuala Lumpur, Malaysia.

Ur Rehman, Zaka and Ahmad Fauzi, Mohammad Faizal and Wan Ahmad, Wan Siti Halimatul Munirah and Cheah, Phaik Leng and Looi, Lai Meng and Toh, Yen Fa and Abas, Fazly Salleh (2023) Nuclei Detection in HER2-SISH Histopathology Images. In: 2023 IEEE 2nd National Biomedical Engineering Conference (NBEC), 05-07 September 2023, Melaka, Malaysia.

Hasan, Md Jahid and Wan Ahmad, Wan Siti Halimatul Munirah and Ahmad Fauzi, Mohammad Faizal and Lee, Jenny Tung Hiong and Khor, See Yee and Looi, Lai Meng and Abas, Fazly Salleh (2023) Real-Time Segmentation of IHC Images From Microscope Using Deep Learning Architecture. In: 2023 IEEE 2nd National Biomedical Engineering Conference (NBEC), 05-07 September 2023, Melaka, Malaysia.

Wan Ahmad, Wan Siti Halimatul Munirah and Hasan, Md Jahid and Ahmad Fauzi, Mohammad Faizal and Lee, Jenny T. H. and Khor, See Yee and Looi, Lai Meng and Abas, Fazly Salleh (2022) Nuclei Classification in ER-IHC Stained Histopathology Images using Deep Learning Models. In: TENCON 2022 - 2022 IEEE Region 10 Conference (TENCON), 1-4 Nov 2022, Hong Kong, China.

Jamaluddin, Mohammad F. and Ahmad Fauzi, Mohammad Faizal and Abas, Fazly Salleh and Lee, Jenny T. H. and See, Y. Khor and Keah, H. Teoh and Lam, M. Looi (2020) Cells Detection and Segmentation in ER-IHC Stained Breast Histopathology Images. In: 2020 IEEE REGION 10 CONFERENCE (TENCON), 16-19 Nov. 2020, Osaka, Japan.

Banaeeyan, Rasoul and Ahmad Fauzi, Mohammad Faizal and Wei, Chen and Knight, Debbie and Hampel, Heather and Frankel, Wendy L. and Gurcan, Metin N. (2020) Tumor Budding Detection in H&E-Stained Images Using Deep Semantic Learning. In: IEEE Region 10 Conference (TENCON) 2020, 16-11-2020, Virtual, Osaka, Japan.

Biswas, Topu and Ahmad Fauzi, Mohammad Faizal and Abas, Fazly Salleh and Nair, Harikrishna K.R. (2020) Enhanced CNN Based Super pixel Classification for Automated Wound Area Segmentation. In: IEEE Region 10 Humanitarian Technology Conference 2020 (R10HTC2020), 01-12-2020, Virtual, Kuching, Malaysia.

Kho, Daniel C. K. and Ahmad Fauzi, Mohammad Faizal and Lim, Sin Liang (2020) Hardware Parallel Processing of 3×3-pixel Image Kernels*. In: IEEE Region 10 Conference (TENCON), 16-19 November 2020, Online, Osaka, Japan.

Biswas, Topu and Ahmad Fauzi, Mohammad Faizal and Abas, Fazly Salleh and Nair, Harikrishna K.R. (2020) Label Card Segmentation and Calibration for Computerized wound Measurement System. In: IEEE Region 10 Humanitarian Technology Conference 2020 (R10HTC2020), 01-12-2020, Virtual, Kuching, 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.

Ahmad, Nurul Nadia and Ahmad Fauzi, Mohammad Faizal and Nizam, Khajista and Nair, Harikrishna (2019) Characterization of Tissues in Chronic Wound Images. In: 16th IEEE Student Conference on Research and Development, SCOReD 2018, 26-28 Nov. 2018, Selangor, Malaysia.

Abas, Fazly Salleh and Ahmad Fauzi, Mohammad Faizal and Biswas, Topu and Nair, Harikrishna K. R. (2019) Superpixel Classification with Color and Texture Features for Automated Wound Area Segmentation. In: 16th IEEE Student Conference on Research and Development, SCOReD 2018, 26 -28 November 2018, Selangor, Malaysia.

Ahmad Fauzi, Mohammad Faizal and Jamaluddin, Mohammad F. and Lee, Jenny T. H. and Teoh, Kean H. and Looi, Lai M. (2019) Tumor Region Localization in H&E Breast Carcinoma Images Using Deep Convolutional Neural Network. In: 3rd IEEE International Conference on Image Processing, Applications and Systems, IPAS 2018, 12-14 December 2018, Sophia Antipolis, France.

Tham, Kok Yen and Cheam, Tat Wah and Wong, Hwee Ling and Ahmad Fauzi, Mohammad Faizal (2019) Development of a Bi-level Web Connected Home Access System using Multi-Deep Learning Neural Networks. In: Sixth International Conference on Computational Science and Technology 2019 (ICCST2019), 29-30 August 2019, Hilton Kota Kinabalu, Kota Kinabalu, Malaysia.

Ahmad Fauzi, Mohammad Faizal and Arief Wibowo, Agustinus Deddy and Lim, Sin Liang and Tan, Wooi Nee (2015) Detection of possible landslides in post-event satellite images using color and texture. In: 2015 IEEE Region 10 Humanitarian Technology Conference (R10-HTC), 9-12 December 2015, Cebu City, Philippines.

Tong Hau, Lee and Ahmad Fauzi, Mohammad Faizal (2008) Unsupervised Abnormalities Extraction and Brain Segmentation. In: 3rd International Conference on Intelligent System and Knowledge Engineering, 17-19 NOV 2008, Xiamen, PEOPLES R CHINA.

Wan Ahmad, Wan Siti Halimatul Munirah and Ahmad Fauzi, Mohammad Faizal (2008) Comparison of Different Feature Extraction Techniques in Content-Based Image Retrieval for CT Brain Images. In: 10th IEEE Workshop on Multimedia Signal Processing, 08-10 OCT 2008, Cairns, AUSTRALIA.

Ahmad Fauzi, Mohammad Faizal and Wan Ahmad, Wan Siti Halimatul Munirah (2008) Efficient Block-based Matching for Content-based Retrieval of CT Head Images. In: 10th IEEE Workshop on Multimedia Signal Processing, 08-10 OCT 2008, Cairns, AUSTRALIA.

Other

Umar li, Umar Mustaqim and Ahmad Fauzi, Mohammad Faizal (2022) Breast Cancer Scoring In PR- IHC Histopathology Images Using Deep Learning Model. Periodic Research Publication, Faculty of Engineering. (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)

Mohamad, Muhammad Ekmal Eiman Quyyum and Lye, Haris and Ahmad Fauzi, Mohammad Faizal (2022) Weapon Detection In Surveillance Videos Using Deep Neural Networks. Periodic Research Publication, Faculty of Engineering. (Unpublished)