Article

Tan, Jing Sheng Alfred and Che Embi, Zarina and Hashim, Noramiza (2024) Comparison of Machine Learning Methods for Calories Burn Prediction. Journal of Informatics and Web Engineering, 3 (1). pp. 182-191. ISSN 2821-370X

Bhattacharijee, Arpita and Ting, Choo Yee and Ghauth, Khairil Imran and Peng, Loh Yuen and Hashim, Noramiza and Mohd Isa, Wan Noorshahida and Suvon, Injamul Haque and Matsah, Wan Razali (2024) Optimizing Retail Recommendation via Similarity Measures and Machine Learning Approach. JOIV : International Journal on Informatics Visualization, 8 (3). pp. 1192-1202. ISSN 2549-9610

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

Suvon, Injamul Haque and Loh, Yuen Peng and Hashim, Noramiza and Mohd Isa, Wan Noorshahida and Ting, Choo Yee and Ghauth, Khairil Imran and Bhattacharijee, Arpita and Matsah, Wan Razali (2023) Business Category Classification via Indistinctive Satellite Image Analysis Using Deep Learning. International Journal on Advanced Science, Engineering and Information Technology (IJASEIT), 13 (6). pp. 2219-2230. ISSN 2088-5334

Shahrin, Ali Imran and Hashim, Noramiza (2023) CNN-based Occluded Person Re-identification in a Multi Camera Environment. Journal of Telecommunications and the Digital Economy, 11 (4). pp. 113-130. ISSN 2203-1693

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

Hossain, Mubdiul and Ali, Aziah and Hashim, Noramiza and Mohd Isa, Wan Noorshahida and Wan Zaki, Wan Mimi Diyana and Hussain, Aini (2023) Mobile Implementation of Retinal Image Analysis for Efficient Vessel, Optic Disc, and Lesion Detection. JOIV : International Journal on Informatics Visualization, 7 (3-2). p. 1022. ISSN 2549-9610

Zulkeefli, Siti Nur Izzati and Hashim, Noramiza (2022) Comparison of CNN-based Algorithms for Halal Logo Recognition. Journal of System and Management Sciences, 12 (5). pp. 155-168. ISSN 1816-6075, 1818-0523

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

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

Islam, Md Shofiqul and Sultana, Sunjida and Al Farid, Fahmid and Islam, Md Nahidul and Rashid, Mamunur and Bari, Bifta Sama and Hashim, Noramiza and Husen, Mohd Nizam (2022) Multimodal Hybrid Deep Learning Approach to Detect Tomato Leaf Disease Using Attention Based Dilated Convolution Feature Extractor with Logistic Regression Classification. Sensors, 22 (16). p. 6079. ISSN 1424-8220

Islam, Md Shofiqul and Islam, Md Nahidul and Hashim, Noramiza and Rashid, Mamunur and Bari, Bifta Sama and Al Farid, Fahmid (2022) New Hybrid Deep Learning Approach Using BiGRU-BiLSTM and Multilayered Dilated CNN to Detect Arrhythmia. IEEE Access, 10. pp. 58081-58096. ISSN 2169-3536

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

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

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

Ari Mukti, Fanji and Eswaran, Chikkannan and Hashim, Noramiza and Ho, Chiung Ching and Ahamed Ayoobkhan, Mohamed Uvaze (2018) An automated grading system for diabetic retinopathy using curvelet transform and hierarchical classification. International Journal of Engineering & Technology, 7 (2.15). p. 154. ISSN 2227-524X

Book Section

Alfanindya, Alexandra and Hashim, Noramiza and Eswaran, Chikannan (2013) Content based image retrieval and classification using Speeded-Up Robust Features (SURF) and grouped Bag-of-Visual-Words (BoVW). In: 2013 International Conference on Technology, Informatics, Management, Engineering, and Environment (TIME-E). IEEE Xplore, pp. 77-82. ISBN 978-1-4673-5730-2

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.

Hossain, Mubdiul and Ali, Aziah and Hashim, Noramiza (2022) Combinatorial Filtering and Machine Learning Approach to Improve Vessel Segmentation for Retinal Image Analysis. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Al Haek, Mohammed and Hashim, Noramiza and Mohd Isa, Wan Noorshahida (2022) Vision-Based Verification of Outdoor Fiber Distribution Point Installation. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Hossain, Mubdiul and Mohd Isa, Wan Noorshahida and Ali, Aziah and Wan Zaki, Wan Mimi Diyana and Hashim, Noramiza and Hussain, Aini (2022) Optimized Smartphone-based Implementation of B-COSFIRE Filter for Retinal Blood Vessel Segmentation. In: 2022 IEEE International Conference on Computing (ICOCO), 14-16 Nov 2022, Sabah, Malaysia.

Ali, Aziah and Wan Zaki, Wan Mimi Diyana and Hussain, Aini and Wan Abdul Halim, Wan Haslina and Hashim, Noramiza and Mohd Isa, Wan Noorshahida (2021) B-COSFIRE and Background Normalisation for Efficient Segmentation of Retinal Vessels. In: 2021 IEEE Symposium on Industrial Electronics & Applications (ISIEA), 10-11 July 2021, Langkawi Island, Malaysia.