10 citations · 28 across the 5 of their papers we have counts for
5 papers
MAiVAR: Multimodal Audio-Image and Video Action Recognizer
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam +1
Currently, action recognition is predominately performed on video data as processed by CNNs. We investigate if the representation process of CNNs can also be leveraged for multimod…
Fast Semantic-Assisted Outlier Removal for Large-scale Point Cloud Registration
Giang Truong, Huu Le, Alvaro Parra +3
With current trends in sensors (cheaper, more volume of data) and applications (increasing affordability for new tasks, new ideas in what 3D data could be useful for); there is cor…
Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration
Hassan Mahmood, Asim Iqbal, Syed Mohammed Shamsul Islam
Image registration is a widely-used technique in analysing large scale datasets that are captured through various imaging modalities and techniques in biomedical imaging such as MR…
Epileptic seizure classification using statistical sampling and a novel feature selection algorithm
Md Mursalin, Syed Shamsul Islam, Md Kislu Noman +1
Epilepsy is a well-known neuronal disorder that can be identified by interpretation of the electroencephalogram (EEG) signal. Usually, the length of an EEG signal is quite long whi…
Imaging and Classification Techniques for Seagrass Mapping and Monitoring: A Comprehensive Survey
Md Moniruzzaman, S. M. Shamsul Islam, Paul Lavery +2
Monitoring underwater habitats is a vital part of observing the condition of the environment. The detection and mapping of underwater vegetation, especially seagrass has drawn the…