Dane Lesley Brown

Dane Lesley Brown

Rhodes University

H-index: 8

Africa-South Africa

About Dane Lesley Brown

Dane Lesley Brown, With an exceptional h-index of 8 and a recent h-index of 6 (since 2020), a distinguished researcher at Rhodes University, specializes in the field of Machine Learning, Computer Vision, Information Security, Biometrics, Artificial Intelligence.

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

An Evaluation of Machine Learning Methods for Classifying Bot Traffic in Software Defined Networks

Plant Disease Detection Using Multispectral Imaging

Learning Movement Patterns for Improving the Skills of Beginner Level Players in Competitive MOBAs

Early Plant Disease Detection using Infrared and Mobile photographs in Natural Environment

Spatiotemporal Convolutions and Video Vision Transformers for Signer-Independent Sign Language Recognition

Real-Time Detecting and Tracking of Squids Using YOLOv5

Iterative Refinement Versus Generative Adversarial Networks for Super-Resolution Towards Licence Plate Detection

A Practical Use for AI-Generated Images

Dane Lesley Brown Information

University

Position

___

Citations(all)

171

Citations(since 2020)

118

Cited By

50

hIndex(all)

8

hIndex(since 2020)

6

i10Index(all)

5

i10Index(since 2020)

2

Email

University Profile Page

Google Scholar

Dane Lesley Brown Skills & Research Interests

Machine Learning

Computer Vision

Information Security

Biometrics

Artificial Intelligence

Top articles of Dane Lesley Brown

Title

Journal

Author(s)

Publication Date

An Evaluation of Machine Learning Methods for Classifying Bot Traffic in Software Defined Networks

Sustainable Expert Systems. Lecture Notes in Networks and Systems

J. van Staden

D. Brown

2023/2/23

Plant Disease Detection Using Multispectral Imaging

Advanced Computing. Communications in Computer and Information Science

Malithi De Silva

Dane Brown

2023/7/14

Learning Movement Patterns for Improving the Skills of Beginner Level Players in Competitive MOBAs

Inventive Systems and Control. Lecture Notes in Networks and Systems

Dane Brown

Jonah Bischof

2023

Early Plant Disease Detection using Infrared and Mobile photographs in Natural Environment

Intelligent Computing. Lecture Notes in Networks and Systems

Malithi De Silva

Dane Brown

2023

Spatiotemporal Convolutions and Video Vision Transformers for Signer-Independent Sign Language Recognition

Marc Marais

Dane Brown

James Connan

Alden Boby

2023

Real-Time Detecting and Tracking of Squids Using YOLOv5

Luxolo Kuhlane

Dane Brown

Marc Marais

2023

Iterative Refinement Versus Generative Adversarial Networks for Super-Resolution Towards Licence Plate Detection

Inventive Systems and Control. Lecture Notes in Networks and Systems

Alden Boby

Dane Brown

James Connan

2023/6/15

A Practical Use for AI-Generated Images

Information, Communication and Computing Technology. Communications in Computer and Information Science

Alden Boby

Dane Brown

James Connan

2023/5/27

Multispectral Plant Disease Detection with Vision Transformer–Convolutional Neural Network Hybrid Approaches

Sensors

Malithi De Silva

Dane Brown

2023/10/17

Darknet Traffic Detection Using Histogram-Based Gradient Boosting

Inventive Systems and Control. Lecture Notes in Networks and Systems

Dane Brown

Chikondi Sepula

2023

Exploring the Incremental Improvements of YOLOv5 on Tracking and Identifying Great White Sharks in Cape Town

Intelligent Computing. Lecture Notes in Networks and Systems

Luxolo Kuhlane

Dane Brown

James Connan

Alden Boby

Marc Marais

2023

Plant Disease Detection using Vision Transformers on Multispectral Natural Environment Images

Malithi De Silva

Dane Brown

2023

Enhanced Plant Species and Early Water Stress Detection Using Visible and Near-Infrared Spectra

Computational Vision and Bio-Inspired Computing. Advances in Intelligent Systems and Computing Series

Dane Brown

Louise Poole

2023/4/8

Improving Signer-Independence Using Pose Estimation and Transfer Learning for Sign Language Recognition

Advanced Computing. Communications in Computer and Information Science

Marc Marais

Dane Brown

James Connan

Alden Boby

2023/7/14

Enabling Vehicle Search Through Robust Licence Plate Detection

Alden Boby

Dane Brown

James Connan

Marc Marais

Luxulo Lethukuthula Kuhlane

2023

Exploring the Incremental Improvements of YOLOv7 over YOLOv5 for Character Recognition

Advanced Computing. Communications in Computer and Information Science

Alden Boby

Dane Brown

James Connan

Marc Marias

2023/7/14

Efficient Plant Disease Detection and Classification for Android

Inventive Systems and Control. Lecture Notes in Networks and Systems

Dane Brown

Sifisokuhle Mazibuko

2023

Deep Face-Iris Recognition Using Robust Image Segmentation and Hyperparameter Tuning

Computer Networks and Inventive Communication Technologies

Dane Brown

2022

Improving Licence Plate Detection Using Generative Adversarial Networks

Pattern Recognition and Image Analysis

Alden Boby

Dane Brown

2022/9

Investigating the Effects of Image Correction Through Affine Transformations on Licence Plate Recognition

Alden Boby

Dane Brown

James Connan

Marc Marais

2022/8/3

See List of Professors in Dane Lesley Brown University(Rhodes University)

Co-Authors

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