Syed Mohammed Shamsul Islam

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 38

Top Topics

Action Recognition

Semantic Segmentation

Image Representation

Top Venues

Publications

Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
MHAiR: A Dataset of Audio-Image Representations for Multimodal Human Actions. Data 9 (2) (2024)
Ali Al Bataineh, Seyed Mohammad Jafar Jalali, Seyed Jalaleddin Mousavirad, Amirmehdi Yazdani, Syed Mohammed Shamsul Islam, Abbas Khosravi
An efficient hybrid extreme learning machine and evolutionary framework with applications for medical diagnosis. Expert Syst. J. Knowl. Eng. 41 (4) (2024)
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
Multimodal fusion for audio-image and video action recognition. Neural Comput. Appl. 36 (10) (2024)
Mohammad Masoudi, Mahmood Reza Golzarian, Shaneka S. Lawson, Mohammad Rahimi, Syed Mohammed Shamsul Islam, Rasool Khodabakhshian
Improving 3D reconstruction for accurate measurement of appearance characteristics in shiny fruits using post-harvest particle film: A case study on tomatoes. Comput. Electron. Agric. 224 (2024)
Muhammad Bilal Shaikh, Syed Mohammed Shamsul Islam, Douglas Chai, Naveed Akhtar
From CNNs to Transformers in Multimodal Human Action Recognition: A Survey. CoRR (2024)
Md. Moniruzzaman, Alexander Rassau, Douglas Chai, Syed Mohammed Shamsul Islam
Structure-Aware Image Translation-Based Long Future Prediction for Enhancement of Ground Robotic Vehicle Teleoperation. Adv. Intell. Syst. 5 (10) (2023)
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
MAiVAR-T: Multimodal Audio-image and Video Action Recognizer using Transformers. CoRR (2023)
Syed Mohammed Shamsul Islam, Syed Afaq Ali Shah, Chau Nguyen Duc Minh
Deep Learning Approach for Automatic Segmentation of Dirt on Cattle Skin using Image Data. IVCNZ (2023)
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
MAiVAR-T: Multimodal Audio-image and Video Action Recognizer using Transformers. EUVIP (2023)
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
PyMAiVAR: An open-source Python suite for audio-image representation in human action recognition. Softw. Impacts 17 (2023)
Hassan Mahmood, Asim Iqbal, Syed Mohammed Shamsul Islam, Syed Afaq Ali Shah
3D Brain Registration with Intensity Shift Robustness. ICIP (2023)
Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Seyed Mohammad Jafar Jalali, Paul Lavery
Improving accuracy and efficiency in seagrass detection using state-of-the-art AI techniques. Ecol. Informatics 76 (2023)
Md. Moniruzzaman, Alexander Rassau, Douglas Chai, Syed Mohammed Shamsul Islam
Long future frame prediction using optical flow-informed deep neural networks for enhancement of robotic teleoperation in high latency environments. J. Field Robotics 40 (2) (2023)
Md. Moniruzzaman, Alexander Rassau, Douglas Chai, Syed Mohammed Shamsul Islam
High Latency Unmanned Ground Vehicle Teleoperation Enhancement by Presentation of Estimated Future through Video Transformation. J. Intell. Robotic Syst. 106 (2) (2022)
Md. Moniruzzaman, Alexander Rassau, Douglas Chai, Syed Mohammed Shamsul Islam
Teleoperation methods and enhancement techniques for mobile robots: A comprehensive survey. Robotics Auton. Syst. 150 (2022)
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
MAiVAR: Multimodal Audio-Image and Video Action Recognizer. VCIP (2022)
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
MAiVAR: Multimodal Audio-Image and Video Action Recognizer. CoRR (2022)
Md Mursalin, Syed Mohammed Shamsul Islam
Deep Learning for 3D Ear Detection: A Complete Pipeline From Data Generation to Segmentation. IEEE Access 9 (2021)
Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Paul Lavery
Seagrass Detection from Underwater Digital Images using Faster R-CNN with NASNet. DICTA (2021)
Sajad Ahmadian, Seyed Mohammad Jafar Jalali, Syed Mohammed Shamsul Islam, Abbas Khosravi, Ebrahim Fazli, Saeid Nahavandi
A novel deep neuroevolution-based image classification method to diagnose coronavirus disease (COVID-19). Comput. Biol. Medicine 139 (2021)
Hassan Mahmood, Syed Mohammed Shamsul Islam, James Hill, Guan Tay
Rapid Segmentation of Thoracic Organs using U-net Architecture. DICTA (2021)
Md Mursalin, Syed Mohammed Shamsul Islam, Syed Zulqarnain Gilani
3D Morphable Ear Model: A Complete Pipeline from Ear Segmentation to Statistical Modeling. DICTA (2021)
Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Paul Lavery
Multi-species Seagrass Detection Using Semi-supervised Learning. IVCNZ (2021)
Seyed Mohammad Jafar Jalali, Mahdi Khodayar, Sajad Ahmadian, Md Kislu Noman, Abbas Khosravi, Syed Mohammed Shamsul Islam, Fei Wang, João P. S. Catalão
A New Uncertainty-aware Deep Neuroevolution Model for Quantifying Tidal Prediction. IAS (2021)
Hassan Mahmood, Asim Iqbal, Syed Mohammed Shamsul Islam
Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration. DICTA (2020)
Chau Nguyen Duc Minh, Syed Zulqarnain Gilani, Syed Mohammed Shamsul Islam, David Suter
Learning Affordance Segmentation: An Investigative Study. DICTA (2020)
Hassan Mahmood, Asim Iqbal, Syed Mohammed Shamsul Islam
Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration. CoRR (2020)
Md Mursalin, Syed Mohammed Shamsul Islam
EpNet: A Deep Neural Network for Ear Detection in 3D Point Clouds. ACIVS (2020)
Kh Tohidul Islam, Ram Gopal Raj, Syed Mohammed Shamsul Islam, Sudanthi N. R. Wijewickrema, Md Sazzad Hossain, Tayla Razmovski, Stephen J. O'Leary
A Vision-Based Machine Learning Method for Barrier Access Control Using Vehicle License Plate Authentication. Sensors 20 (12) (2020)
Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Paul Lavery, Mohammed Bennamoun
Faster R-CNN Based Deep Learning for Seagrass Detection from Underwater Digital Images. DICTA (2019)
Vinh Phuc Tran, Adel Ali Al-Jumaily, Syed Mohammed Shamsul Islam
Doppler Radar-Based Non-Contact Health Monitoring for Obstructive Sleep Apnea Diagnosis: A Comprehensive Review. Big Data Cogn. Comput. 3 (1) (2019)
Md Mursalin, Syed Mohammed Shamsul Islam, Md Kislu Noman
Epileptic seizure classification using statistical sampling and a novel feature selection algorithm. CoRR (2019)
Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Paul Lavery, Mohammed Bennamoun, C. Peng Lam
Imaging and Classification Techniques for Seagrass Mapping and Monitoring: A Comprehensive Survey. CoRR (2019)
Giang Truong, Syed Zulqarnain Gilani, Syed Mohammed Shamsul Islam, David Suter
Fast Point Cloud Registration using Semantic Segmentation. DICTA (2019)
Hassan Mahmood, Syed Mohammed Shamsul Islam, Syed Omer Gilani, Yasar Ayaz
Dynamic Saliency Model Inspired by Middle Temporal Visual Area: A Spatio-Temporal Perspective. DICTA (2018)
Md. Atiqur Rahman, Syed Mohammed Shamsul Islam, Jungpil Shin, Md. Rashedul Islam
Histogram Alternation Based Digital Image Compression using Base-2 Coding. DICTA (2018)
Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Mohammed Bennamoun, Paul Lavery
Deep Learning on Underwater Marine Object Detection: A Survey. ACIVS (2017)
Naeem Khalid Janjua, Omar Khadeer Hussain, Elizabeth Chang, Syed Mohammed Shamsul Islam
Conjoint utilization of structured and unstructured information for planning interleaving deliberation in supply chains. WI (2017)