Search Results for author: Irfan Hussain

Found 7 papers, 2 papers with code

Early and Accurate Detection of Tomato Leaf Diseases Using TomFormer

no code implementations26 Dec 2023 Asim Khan, Umair Nawaz, Lochan Kshetrimayum, Lakmal Seneviratne, Irfan Hussain

TomFormer performed well on the KUTomaDATA, PlantDoc, and PlantVillage datasets, with mean average accuracy (mAP) scores of 87%, 81%, and 83%, respectively.

MuLA-GAN: Multi-Level Attention GAN for Enhanced Underwater Visibility

no code implementations25 Dec 2023 Ahsan Baidar Bakht, Zikai Jia, Muhayy ud Din, Waseem Akram, Lyes Saad Soud, Lakmal Seneviratne, Defu Lin, Shaoming He, Irfan Hussain

The underwater environment presents unique challenges, including color distortions, reduced contrast, and blurriness, hindering accurate analysis.

Image Enhancement Image Restoration +1

Autonomous Underwater Robotic System for Aquaculture Applications

no code implementations26 Aug 2023 Waseem Akram, Muhayyuddin Ahmed, Lyes Saad Saoud, Lakmal Seneviratne, Irfan Hussain

This work aims to develop a robotic-based automatic net defect detection system for aquaculture net pens oriented to on- ROV processing and real-time detection of different aqua-net defects such as biofouling, vegetation, net holes, and plastic.

Defect Detection

Evaluating Deep Learning Assisted Automated Aquaculture Net Pens Inspection Using ROV

no code implementations26 Aug 2023 Waseem Akram, Muhayyuddin Ahmed, Lakmal Seneviratne, Irfan Hussain

In marine aquaculture, inspecting sea cages is an essential activity for managing both the facilities' environmental impact and the quality of the fish development process.

Defect Detection

Tomato Maturity Recognition with Convolutional Transformers

no code implementations4 Jul 2023 Asim Khan, Taimur Hassan, Muhammad Shafay, Israa Fahmy, Naoufel Werghi, Lakmal Seneviratne, Irfan Hussain

In this paper, the authors propose a novel method for tomato maturity classification using a convolutional transformer.

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