Syed Mohammed Shamsul Islam

53 papers B 4C 2Misc 20Journal 25Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A High-fidelity Multimodal Synthetic Dataset Generation Framework for Off-road Unstructured Terrain Navigation Training of Autonomous Robots.
J. Intell. Robotic Syst.
Liyana Wijayathunga, Dulitha Dabare, Alexander Rassau, Douglas Chai, Syed Mohammed Shamsul Islam
2025 J jnl
Deep learning for land use classification: a systematic review of HS-LiDAR imagery.
Artif. Intell. Rev.
Muhammad Zia Ur Rehman, Syed Mohammed Shamsul Islam, David Blake, Anwaar Ulhaq, Naeem Janjua
2025 J jnl
Effective Land Use Classification Through Hybrid Transformer Using Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Muhammad Zia Ur Rehman, Syed Mohammed Shamsul Islam, Anwaar Ul-Haq, David Blake, Naeem Janjua
2025 — conf
Towards Robust Multimodal Land Use Classification: A Convolutional Embedded Transformer.
VISIGRAPP (3): VISAPP
Muhammad Zia Ur Rehman, Syed Mohammed Shamsul Islam, Anwaar Ulhaq, David Blake, Naeem Janjua
2024 Misc conf
A Hybrid Transformer-Deep Learning Model for Improved Cardiac MRI Left Ventricle Segmentation.
DICTA
Kh Tohidul Islam, Syed Mohammed Shamsul Islam, Md. Moniruzzaman, Abdul Ihdayhid
2024 J jnl
An efficient hybrid extreme learning machine and evolutionary framework with applications for medical diagnosis.
Expert Syst. J. Knowl. Eng.
Ali Al Bataineh, Seyed Mohammad Jafar Jalali, Seyed Jalaleddin Mousavirad, Amirmehdi Yazdani, Syed Mohammed Shamsul Islam, Abbas Khosravi
2024 Misc conf
Automatic Detection of Peripheral Facial Landmarks Using 3D Facial Data.
IVCNZ
Mehraan Chowdhury, Mohammed Bennamoun, Farid Boussaïd, Syed Mohammed Shamsul Islam
2024 Misc conf
Domain Adaptation for Classifying Spontaneous Smile Videos.
DICTA
Amrijit Biswas, Md. Zakir Hossain, Yan Yang, Syed Mohammed Shamsul Islam, Tom Gedeon, Shafin Rahman
2024 J jnl
From CNNs to Transformers in Multimodal Human Action Recognition: A Survey.
CoRR
Muhammad Bilal Shaikh, Syed Mohammed Shamsul Islam, Douglas Chai, Naveed Akhtar
2024 J jnl
From CNNs to Transformers in Multimodal Human Action Recognition: A Survey.
ACM Trans. Multim. Comput. Commun. Appl.
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
2024 Misc conf
Hierarchical Active Learning for Efficient Semi-Supervised Seagrass Image Classification.
DICTA
Farah Afifah Binti Mohd Nawayai, Md Kislu Noman, Syed Mohammed Shamsul Islam, Riaz-ul-haque Mian
2024 J jnl
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.
Mohammad Masoudi, Mahmood Reza Golzarian, Shaneka S. Lawson, Mohammad Rahimi, Syed Mohammed Shamsul Islam, Rasool Khodabakhshian
2024 J jnl
MHAiR: A Dataset of Audio-Image Representations for Multimodal Human Actions.
Data
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
2024 Misc conf
Multimodal 3D Image Registration for Mapping Brain Disorders.
DICTA
Hassan Mahmood, Syed Mohammed Shamsul Islam, Asim Iqbal
2024 Misc conf
Multimodal Land Use Classification: Harnessing HSI and LiDAR Integration.
DICTA
Muhammad Zia Ur Rehman, Syed Mohammed Shamsul Islam, Anwaar Ulhaq, Naeem Janjua, David Blake
2024 J jnl
Multimodal fusion for audio-image and video action recognition.
Neural Comput. Appl.
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
2024 Misc conf
NeuroAtlas: An Artificial Intelligence-Based Framework for Annotation, Segmentation and Registration of Large Scale Biomedical Imaging Data.
DICTA
Hassan Mahmood, Farah Nawar, Syed Mohammed Shamsul Islam, Asim Iqbal
2024 Misc conf
OUTBACK: A Multimodal Synthetic Dataset for Rural Australian Off-road Robot Navigation.
DICTA
Liyana Wijayathunga, Dulitha Dabare, Alexander Rassau, Douglas Chai, Syed Mohammed Shamsul Islam
2024 J jnl
Seagrass classification using unsupervised curriculum learning (UCL).
Ecol. Informatics
Nosheen Abid, Md Kislu Noman, György Kovács, Syed Mohammed Shamsul Islam, Tosin P. Adewumi, Paul Lavery, Faisal Shafait, Marcus Liwicki
2024 Misc conf
Towards Explainability of Affordance Learning in Robot Vision.
DICTA
Nima Mirnateghi, Syed Mohammed Shamsul Islam, Syed Afaq Ali Shah
2023 B conf
3D Brain Registration with Intensity Shift Robustness.
ICIP
Hassan Mahmood, Asim Iqbal, Syed Mohammed Shamsul Islam, Syed Afaq Ali Shah
2023 Misc conf
Deep Learning Approach for Automatic Segmentation of Dirt on Cattle Skin using Image Data.
IVCNZ
Syed Mohammed Shamsul Islam, Syed Afaq Ali Shah, Chau Nguyen Duc Minh
2023 J jnl
Improving accuracy and efficiency in seagrass detection using state-of-the-art AI techniques.
Ecol. Informatics
Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Seyed Mohammad Jafar Jalali, Paul Lavery
2023 J jnl
Long future frame prediction using optical flow-informed deep neural networks for enhancement of robotic teleoperation in high latency environments.
J. Field Robotics
Md. Moniruzzaman, Alexander Rassau, Douglas Chai, Syed Mohammed Shamsul Islam
2023 — conf
MAiVAR-T: Multimodal Audio-image and Video Action Recognizer using Transformers.
EUVIP
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
2023 J jnl
MAiVAR-T: Multimodal Audio-image and Video Action Recognizer using Transformers.
CoRR
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
2023 J jnl
PyMAiVAR: An open-source Python suite for audio-image representation in human action recognition.
Softw. Impacts
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
2023 J jnl
Structure-Aware Image Translation-Based Long Future Prediction for Enhancement of Ground Robotic Vehicle Teleoperation.
Adv. Intell. Syst.
Md. Moniruzzaman, Alexander Rassau, Douglas Chai, Syed Mohammed Shamsul Islam
2022 J jnl
High Latency Unmanned Ground Vehicle Teleoperation Enhancement by Presentation of Estimated Future through Video Transformation.
J. Intell. Robotic Syst.
Md. Moniruzzaman, Alexander Rassau, Douglas Chai, Syed Mohammed Shamsul Islam
2022 C conf
MAiVAR: Multimodal Audio-Image and Video Action Recognizer.
VCIP
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
2022 J jnl
MAiVAR: Multimodal Audio-Image and Video Action Recognizer.
CoRR
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
2022 J jnl
Teleoperation methods and enhancement techniques for mobile robots: A comprehensive survey.
Robotics Auton. Syst.
Md. Moniruzzaman, Alexander Rassau, Douglas Chai, Syed Mohammed Shamsul Islam
2021 Misc conf
3D Morphable Ear Model: A Complete Pipeline from Ear Segmentation to Statistical Modeling.
DICTA
Md Mursalin, Syed Mohammed Shamsul Islam, Syed Zulqarnain Gilani
2021 C conf
A New Uncertainty-aware Deep Neuroevolution Model for Quantifying Tidal Prediction.
IAS
Seyed Mohammad Jafar Jalali, Mahdi Khodayar, Sajad Ahmadian, Md Kislu Noman, Abbas Khosravi, Syed Mohammed Shamsul Islam, Fei Wang, João P. S. Catalão
2021 J jnl
A novel deep neuroevolution-based image classification method to diagnose coronavirus disease (COVID-19).
Comput. Biol. Medicine
Sajad Ahmadian, Seyed Mohammad Jafar Jalali, Syed Mohammed Shamsul Islam, Abbas Khosravi, Ebrahim Fazli, Saeid Nahavandi
2021 J jnl
Deep Learning for 3D Ear Detection: A Complete Pipeline From Data Generation to Segmentation.
IEEE Access
Md Mursalin, Syed Mohammed Shamsul Islam
2021 Misc conf
Multi-species Seagrass Detection Using Semi-supervised Learning.
IVCNZ
Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Paul Lavery
2021 Misc conf
Rapid Segmentation of Thoracic Organs using U-net Architecture.
DICTA
Hassan Mahmood, Syed Mohammed Shamsul Islam, James Hill, Guan Tay
2021 Misc conf
Seagrass Detection from Underwater Digital Images using Faster R-CNN with NASNet.
DICTA
Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Paul Lavery
2020 J jnl
A Vision-Based Machine Learning Method for Barrier Access Control Using Vehicle License Plate Authentication.
Sensors
Kh Tohidul Islam, Ram Gopal Raj, Syed Mohammed Shamsul Islam, Sudanthi N. R. Wijewickrema, Md. Sazzad Hossain, Tayla Razmovski, Stephen J. O'Leary
2020 B conf
EpNet: A Deep Neural Network for Ear Detection in 3D Point Clouds.
ACIVS
Md Mursalin, Syed Mohammed Shamsul Islam
2020 Misc conf
Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration.
DICTA
Hassan Mahmood, Asim Iqbal, Syed Mohammed Shamsul Islam
2020 J jnl
Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration.
CoRR
Hassan Mahmood, Asim Iqbal, Syed Mohammed Shamsul Islam
2020 Misc conf
Learning Affordance Segmentation: An Investigative Study.
DICTA
Chau Nguyen Duc Minh, Syed Zulqarnain Gilani, Syed Mohammed Shamsul Islam, David Suter
2019 J jnl
Doppler Radar-Based Non-Contact Health Monitoring for Obstructive Sleep Apnea Diagnosis: A Comprehensive Review.
Big Data Cogn. Comput.
Vinh Phuc Tran, Adel Ali Al-Jumaily, Syed Mohammed Shamsul Islam
2019 J jnl
Epileptic seizure classification using statistical sampling and a novel feature selection algorithm.
CoRR
Md Mursalin, Syed Mohammed Shamsul Islam, Md Kislu Noman
2019 Misc conf
Fast Point Cloud Registration using Semantic Segmentation.
DICTA
Giang Truong, Syed Zulqarnain Gilani, Syed Mohammed Shamsul Islam, David Suter
2019 Misc conf
Faster R-CNN Based Deep Learning for Seagrass Detection from Underwater Digital Images.
DICTA
Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Paul Lavery, Mohammed Bennamoun
2019 J jnl
Imaging and Classification Techniques for Seagrass Mapping and Monitoring: A Comprehensive Survey.
CoRR
Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Paul Lavery, Mohammed Bennamoun, C. Peng Lam
2018 Misc conf
Dynamic Saliency Model Inspired by Middle Temporal Visual Area: A Spatio-Temporal Perspective.
DICTA
Hassan Mahmood, Syed Mohammed Shamsul Islam, Syed Omer Gilani, Yasar Ayaz
2018 Misc conf
Histogram Alternation Based Digital Image Compression using Base-2 Coding.
DICTA
Md. Atiqur Rahman, Syed Mohammed Shamsul Islam, Jungpil Shin, Md. Rashedul Islam
2017 B conf
Conjoint utilization of structured and unstructured information for planning interleaving deliberation in supply chains.
WI
Naeem Khalid Janjua, Omar Khadeer Hussain, Elizabeth Chang, Syed Mohammed Shamsul Islam
2017 B conf
Deep Learning on Underwater Marine Object Detection: A Survey.
ACIVS
Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Mohammed Bennamoun, Paul Lavery