Article

Mogan, Jashila Nair and Lee, Chin Poo and Lim, Kian Ming (2024) Ensemble CNN-ViT Using Feature-Level Fusion for Gait Recognition. IEEE Access, 12. pp. 108573-108583. ISSN 2169-3536

Mogan, Jashila Nair and Lee, Chin Poo and Lim, Kian Ming and Ali, Mohammed and Alqahtani, Ali (2023) Gait-CNN-ViT: Multi-Model Gait Recognition with Convolutional Neural Networks and Vision Transformer. Sensors, 23 (8). p. 3809. ISSN 1424-8220

Mogan, Jashila Nair and Lee, Chin Poo and Lim, Kian Ming (2022) Advances in Vision-Based Gait Recognition: From Handcrafted to Deep Learning. Sensors, 22 (15). p. 5682. ISSN 1424-8220

Mogan, Jashila Nair and Lee, Chin Poo and Sonai Muthu Anbananthen, Kalaiarasi and Lim, Kian Ming (2022) Gait-DenseNet: A Hybrid Convolutional Neural Network for Gait Recognition. IAENG International Journal of Computer Science, 49 (2). pp. 1-8. ISSN 1819-9224

Mogan, Jashila Nair and Lee, Chin Poo and Lim, Kian Ming and Sonai Muthu Anbananthen, Kalaiarasi (2022) Gait-ViT: Gait Recognition with Vision Transformer. Sensors, 22 (19). p. 7362. ISSN 1424-8220

Mogan, Jashila Nair and Lee, Chin Poo and Lim, Kian Ming and Sonai Muthu Anbananthen, Kalaiarasi (2022) VGG16-MLP: Gait Recognition with Fine-Tuned VGG-16 and Multilayer Perceptron. Applied Sciences, 12 (15). p. 7639. ISSN 2076-3417

Conference or Workshop Item

Mogan, Jashila Nair and Lee, Chin Poo and Sonai Muthu Anbananthen, Kalaiarasi (2022) Speed-Invariant Gait Recognition. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Mogan, Jashila Nair and Lee, Chin Poo and Lim, Kian Ming and Tan, Alan W. C. (2017) Gait recognition using binarized statistical image features and histograms of oriented gradients. In: 2017 International Conference on Robotics, Automation and Sciences (ICORAS), 27-29 Nov. 2017, Melaka, Malaysia.

Thesis

Mogan, Jashila Nair (2023) Gait recognition with hybrid and ensemble deep learning models. PhD thesis, Multimedia University.