Ferdous Sohel

Ferdous Sohel

Murdoch University

H-index: 44

Oceania-Australia

About Ferdous Sohel

Ferdous Sohel, With an exceptional h-index of 44 and a recent h-index of 41 (since 2020), a distinguished researcher at Murdoch University, specializes in the field of Computer Vision, Machine Learning, Digital Agriculture, Medical Imaging and Health Analytics.

His recent articles reflect a diverse array of research interests and contributions to the field:

An ensembled method for predicting dissolved oxygen level in aquaculture environment

LoRa localisation using single mobile gateway

LoRa-based outdoor localization and tracking using unsupervised symbolization

Auxiliary Tasks Enhanced Dual-Affinity Learning for Weakly Supervised Semantic Segmentation

A Pixel Distribution Remapping and Multi-prior Retinex Variational Model for Underwater Image Enhancement

Multi-task learning model for agricultural pest detection from crop-plant imagery: A Bayesian approach

Development and internal validation of machine learning–based models and external validation of existing risk scores for outcome prediction in patients with ischaemic stroke

Object-level benchmark for deep learning-based detection and classification of weed species

Ferdous Sohel Information

University

Position

___

Citations(all)

10238

Citations(since 2020)

8149

Cited By

5037

hIndex(all)

44

hIndex(since 2020)

41

i10Index(all)

119

i10Index(since 2020)

97

Email

University Profile Page

Google Scholar

Ferdous Sohel Skills & Research Interests

Computer Vision

Machine Learning

Digital Agriculture

Medical Imaging and Health Analytics

Top articles of Ferdous Sohel

An ensembled method for predicting dissolved oxygen level in aquaculture environment

Ecological Informatics

2024/5/1

Ferdous Sohel
Ferdous Sohel

H-Index: 28

LoRa localisation using single mobile gateway

Computer Communications

2024/4/1

David Murray
David Murray

H-Index: 14

Ferdous Sohel
Ferdous Sohel

H-Index: 28

LoRa-based outdoor localization and tracking using unsupervised symbolization

Internet of Things

2024/4/1

David Murray
David Murray

H-Index: 14

Ferdous Sohel
Ferdous Sohel

H-Index: 28

Auxiliary Tasks Enhanced Dual-Affinity Learning for Weakly Supervised Semantic Segmentation

arXiv preprint arXiv:2403.01156

2024/3/2

A Pixel Distribution Remapping and Multi-prior Retinex Variational Model for Underwater Image Enhancement

IEEE Transactions on Multimedia

2024/3/1

Multi-task learning model for agricultural pest detection from crop-plant imagery: A Bayesian approach

Computers and Electronics in Agriculture

2024/3/1

David Murray
David Murray

H-Index: 14

Ferdous Sohel
Ferdous Sohel

H-Index: 28

Development and internal validation of machine learning–based models and external validation of existing risk scores for outcome prediction in patients with ischaemic stroke

The Spine Journal

2024/2/15

Object-level benchmark for deep learning-based detection and classification of weed species

Crop protection

2024/3/1

Hamid Laga
Hamid Laga

H-Index: 19

Ferdous Sohel
Ferdous Sohel

H-Index: 28

An intra-BRNN and GB-RVQ based end-to-end neural audio codec

arXiv preprint arXiv:2402.01271

2024/2/2

DRC: Chromatic aberration intensity priors for underwater image enhancement

Journal of Visual Communication and Image Representation

2024/2/1

Lambing event detection using deep learning from accelerometer data

Computers and electronics in agriculture

2023/5/1

MCE-ST: Classifying crop stress using hyperspectral data with a multiscale conformer encoder and spectral-based tokens

International Journal of Applied Earth Observation and Geoinformation

2023/4/1

Anti-aliasing deep image classifiers using novel depth adaptive blurring and activation function

Neurocomputing

2023/6/1

An artificial intelligence approach for predicting death or organ failure after hospitalization for COVID-19: development of a novel risk prediction tool and comparisons with …

2023/11/15

Deep learning-based detection of aphid colonies on plants from a reconstructed Brassica image dataset

Computers and electronics in agriculture

2023/2/1

Ferdous Sohel
Ferdous Sohel

H-Index: 28

David Murray
David Murray

H-Index: 14

Renewable Energy-Based Energy-Efficient Off-Grid Base Stations for Heterogeneous Network

Energies

2022/12/23

Gm Shafiullah
Gm Shafiullah

H-Index: 23

Ferdous Sohel
Ferdous Sohel

H-Index: 28

Topology-aware universal adversarial attack on 3D object tracking

Visual Intelligence

2023/12/19

Xupeng Wang
Xupeng Wang

H-Index: 4

Ferdous Sohel
Ferdous Sohel

H-Index: 28

Image patch-based deep learning approach for crop and weed recognition

Ecological informatics

2023/12/1

Hamid Laga
Hamid Laga

H-Index: 19

Ferdous Sohel
Ferdous Sohel

H-Index: 28

An AUC-maximizing classifier for skewed and partially labeled data with an application in clinical prediction modeling

Knowledge-based systems

2023/10/25

Guanjin Wang
Guanjin Wang

H-Index: 10

Ferdous Sohel
Ferdous Sohel

H-Index: 28

Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation

Pattern Recognition

2023/10/1

Ferdous Sohel
Ferdous Sohel

H-Index: 28

Farid Boussaid
Farid Boussaid

H-Index: 1

See List of Professors in Ferdous Sohel University(Murdoch University)

Co-Authors

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