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Ferdous Sohel

Dr, BSc B'desh.Engin., PhD Monash

  • The University of Western Australia (M002), 35 Stirling Highway,

    6009 Perth

    Australia

  • 1811 Citations
  • 19 h-Index
20042019
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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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Acoustics Engineering & Materials Science
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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 Engineers

Research 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. 3433-3453

Research output: Contribution to journal › Article

Event Detection
Acoustics
Neural Networks
Neural networks
Speech Processing

Coral classification using densenet and cross-modality transfer learning

Xu, L., Bennamoun, M., Boussaid, F., An, S. & Sohel, F., 2019, International Joint Conference on Neural Networks (IJCNN) . USA: IEEE, Institute of Electrical and Electronics Engineers

Research output: Chapter in Book/Conference paper › Conference paper

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.

WA Office of Science

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.

Universities Australia

1/01/13 → 31/12/14

Project: Research

Scalable 3D Video Quality Control for Multiresolution 3D Displays

Sohel, F.

University of Western Australia

31/03/12 → 31/10/15

Project: Research

DEEWR Endeavour Awards Endeavour Research Fellowships - Sohel

Sohel, F.

Department of Education, Employment & Workplace Relations (DEEWR)

1/01/12 → 31/12/12

Project: Research