Ferdous Sohel

Murdoch University — Australia

Computer Science · Physical Sciences

43h-index8.3kcitations314works7.42yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(49), Robotics and Sensor-Based Localization(32), Advanced Vision and Imaging(28), Advanced Neural Network Applications(26), Speech and Audio Processing(24)

Publications314 total

Explainable artificial intelligence models for detecting suspicious bank transactions
International Journal of Machine Learning and Cybernetics·2026Open Access
QTopic: A novel quantum perspective on learning topics from text
Neurocomputing·2025Open Access
Real-time fault detection in multirotor UAVs using lightweight deep learning and high-fidelity simulation data with single and double fault magnitudes
Complex & Intelligent Systems·2025· 4 citedOpen Access
An infrared multi-object tracking method for automatic circadian behavior analysis of adult Tuta absoluta
Smart Agricultural Technology·2025Open Access
3D-CDNeT: Cross-domain learning with enhanced speed and robustness for point cloud recognition
Neurocomputing·2025Open Access
Towards building robust models for unimodal and multimodal medical imaging data
Information Fusion·2025
GNF: Gaussian Neural Fields for Multidimensional Signal Representation and Reconstruction
Computer Graphics Forum·2025· 2 cited
VimGeo: An Efficient Visual Model for Cross-View Geo-Localization
Electronics·2025Open Access
Conditional plane-based multi-scene representation for novel view synthesis
Neurocomputing·2025· 1 citedOpen Access
A Riemannian Framework for the Elastic Analysis of the Spatiotemporal Variability in the Shape and Structure of Tree-like 4D Objects
arXiv (Cornell University)·2025Open Access
Joint Adversarial Attack: An Effective Approach to Evaluate Robustness of 3D Object Tracking
Pattern Recognition·2025· 1 cited
Deep Learning based Payload Optimization for Image Transmission over LoRa with HARQ
Internet of Things·2025· 2 citedOpen Access
Enhanced concrete crack segmentation with MSMC-U-Net: integrating multiscale features and contextual analysis for infrastructure safety
Expert Systems with Applications·2025· 2 cited
Body-part-based individual feral cat identification from camera trap images using deep learning
Ecological Informatics·2025· 1 citedOpen Access
Deep learning-based analysis of insect life stages using a repurposed dataset
Ecological Informatics·2025· 3 citedOpen Access
Transferable universal adversarial attack against 3D object detection with latent feature disruption
Journal of Systems Architecture·2025· 2 cited
Analytical quality control in targeted lipidomics: Evaluating the performance of commercial plasma as a surrogate for pooled study samples
Analytica Chimica Acta·2025· 2 citedOpen Access
LHQNN: sequential and non-sequential layered hybrid quantum neural networks for image classification
Quantum Machine Intelligence·2025· 2 citedOpen Access
Hybrid Feature Extraction for 12-Lead Ecg Classification by Integrating Handcrafted and Deep Learning Techniques
2025· 1 cited
Intelligent Intrusion Detection in IoT: Integrating Machine Learning and Feature Automation
2025· 1 cited
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Frequent Co-authors

Mohammed Bennamoun(34), Farid Boussaïd(12), Senjian An(11), Roberto Togneri(10), Yulan Guo(8), Ammar Mahmood(6), Hamid Laga(5), Jianwei Wan(5), Qiuhong Ke(5), Renae K. Hovey(5), Gary A. Kendrick(5), Robert B. Fisher(5), Min Lu(4), Salman Khan(4), Dean Diepeveen(4), M. G. K. Jones(4), Saqib Ejaz Awan(3), Frank Sanfilippo(3), Girish Dwivedi(3), Hudan Studiawan(3)