Research Output per year
Fingerprint Dive into the research topics where Ferdous Sohel is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Fusion reactions
Engineering & Materials Science
Acoustics
Engineering & Materials Science
Object recognition
Engineering & Materials Science
Neural networks
Engineering & Materials Science
Labeling
Engineering & Materials Science
Biometrics
Engineering & Materials Science
Reefs
Engineering & Materials Science
Labels
Engineering & Materials Science
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output 2004 2019
Acoustic Scene Classification Using Joint Time-Frequency Image-Based Feature Representations
Abidin, S., Togneri, R. & Sohel, F., 11 Feb 2019, Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance. IEEE, Institute of Electrical and Electronics Engineers, 8639164. (Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance).Research output: Chapter in Book/Conference paper › Conference paper
Acoustics
Fusion reactions
Mathematical transformations
Artificial intelligence methods for real-time pharmacovigilance monitoring to predict adverse cardiac events
Lu, J., Bennamoun, M., Sohel, F., Dwivedi, G., An, S., Rankin, J. & Sanfilippo, F., 2019, In : Heart, Lung & Circulation.Research output: Contribution to journal › Abstract/Meeting Abstract
A simple approach for weakly supervised semantic segmentation
Xu, L., Bennamoun, M., An, S., Boussaid, F. & Sohel, F., 2019, International Conference on Acoustics, Speech, and Signal Processing (ICASSP). USA: IEEE, Institute of Electrical and Electronics EngineersResearch output: Chapter in Book/Conference paper › Conference paper
A Survey: Neural Network-Based Deep Learning for Acoustic Event Detection
Xia, X., Togneri, R., Sohel, F., Zhao, Y. & Huang, D., Aug 2019, In : Circuits, Systems, and Signal Processing. 38, 8, p. 3433-3453Research output: Contribution to journal › Article
Event Detection
Acoustics
Neural Networks
Neural networks
Speech Processing
1
Citation
(Scopus)
Bi-SAN-CAP: Bi-Directional Self-Attention for Image Captioning
Hossain, M. Z., Sohel, F., Shiratuddin, M. F., Laga, H. & Bennamoun, M., 1 Dec 2019, 2019 Digital Image Computing: Techniques and Applications, DICTA 2019. IEEE, Institute of Electrical and Electronics Engineers, 8946003. (2019 Digital Image Computing: Techniques and Applications, DICTA 2019).Research output: Chapter in Book/Conference paper › Conference paper
Pipelines
Neural networks
Long short-term memory
Projects 2008 2015
Learning Crowd Behaviours in Visual Scenes
Sohel, F. & Vasconcelos, N.
University of Western Australia
1/01/15 → 31/12/15
Project: Research
Round 1 (2012) - Advanced Vision System for Automatic Shark Detection and Tracking
Bennamoun, M., Sohel, F., Boussaid, F. & An, S.
7/02/13 → 6/12/15
Project: Research
Hyperspectral Survey of Road Conditions by a Vehicle Mounted Multisensor System
Bennamoun, M., Sohel, F., El-Sallam Abd, A. & Hahn, M.
1/01/13 → 31/12/14
Project: Research
Scalable 3D Video Quality Control for Multiresolution 3D Displays
University of Western Australia
31/03/12 → 31/10/15
Project: Research
Hyper-Spectral Imaging for Early Detection of Human Skin Precancerous Lesions
Bennamoun, M., Millward, M., Sohel, F., El-Sallam Abd, A. & Seghouane, A.
University of Western Australia
1/01/12 → 31/12/12
Project: Research