Photo of Ferdous Sohel

View Scopus Profile

Ferdous Sohel

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

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

    6009 Perth

    Australia

  • 1114 Citations
  • 16 h-Index
20042018
If you made any changes in Pure these will be visible here soon.

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

  • 23 Similar Profiles
Object recognition Engineering & Materials Science
Labeling Engineering & Materials Science
Fusion reactions Engineering & Materials Science
Acoustics Engineering & Materials Science
Neural networks Engineering & Materials Science
Biometrics Engineering & Materials Science
Reefs Engineering & Materials Science
Pixels Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2008 2015

Learning Crowd Behaviours in Visual Scenes

Sohel, F.

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., An, S., Boussaid, F. & Sohel, F.

WA Office of Science

7/02/13 → 6/02/15

Project: Research

Hyperspectral Survey of Road Conditions by a Vehicle Mounted Multisensor System

Bennamoun, M., El-Sallam Abd, A. & Sohel, F.

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

Hyper-Spectral Imaging for Early Detection of Human Skin Precancerous Lesions

Bennamoun, M., El-Sallam Abd, A., Millward, M. & Sohel, F.

University of Western Australia

1/01/12 → 31/12/12

Project: Research

Research Output 2004 2018

A Multi-modal, Discriminative and Spatially Invariant CNN for RGB-D Object Labeling

Asif, U., Bennamoun, M. & Sohel, F., 1 Sep 2018, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 9, p. 2051-2065

Research output: Contribution to journal › Article

Labeling
Neural networks
Invariant
Image classification
Invariance

Deep Image Representations for Coral Image Classification

Mahmood, A., Bennamoun, M., An, S., Sohel, F. A., Boussaid, F., Hovey, R., Kendrick, G. A. & Fisher, R. B., 12 Jan 2018, In : IEEE Journal of Oceanic Engineering. 11 p.

Research output: Contribution to journal › Article

Open Access
File
Reefs
Image classification
Autonomous underwater vehicles
Remotely operated vehicles
Aquatic ecosystems

Exploiting layerwise convexity of rectifier networks with sign constrained weights

An, S., Boussaid, F., Bennamoun, M. & Sohel, F., 1 Sep 2018, In : Neural Networks. 105, p. 419-430 12 p.

Research output: Contribution to journal › Article

Weights and Measures
Discriminant Analysis
Statistical Factor Analysis

Identity Adaptation for Person Re-identification

Ke, Q., Bennamoun, M., Rahmani, H., An, S., Sohel, F. & Boussaid, F., 30 Aug 2018, In : IEEE Access. 6, p. 48147-48155 8452946

Research output: Contribution to journal › Article

Open Access
Testing
Probability distributions
Identification (control systems)
Entropy
Cameras

Learning Clip Representations for Skeleton-based 3D Action Recognition

Ke, Q., Bennamoun, M., An, S., Sohel, F. & Boussaid, F., Jun 2018, In : IEEE Transactions on Image Processing. 27, 6, p. 2842-2855

Research output: Contribution to journal › Article

Neural networks
Recurrent neural networks