Search Results for author: Petra Bosilj

Found 3 papers, 0 papers with code

Multispectral Fine-Grained Classification of Blackgrass in Wheat and Barley Crops

no code implementations3 May 2024 Madeleine Darbyshire, Shaun Coutts, Eleanor Hammond, Fazilet Gokbudak, Cengiz Oztireli, Petra Bosilj, Junfeng Gao, Elizabeth Sklar, Simon Parsons

This is particularly true for cereal crops, like wheat and barley, that are staple food crops and occupy a globally significant portion of agricultural land.

DeepVerge: Classification of Roadside Verge Biodiversity and Conservation Potential

no code implementations9 Jun 2022 Andrew Perrett, Charlie Barnes, Mark Schofield, Lan Qie, Petra Bosilj, James M. Brown

Open space grassland is being increasingly farmed or built upon, leading to a ramping up of conservation efforts targeting roadside verges.

Classification Management

Domain Generalisation for Object Detection under Covariate and Concept Shift

no code implementations10 Mar 2022 Karthik Seemakurthy, Erchan Aptoula, Charles Fox, Petra Bosilj

Domain generalisation aims to promote the learning of domain-invariant features while suppressing domain-specific features, so that a model can generalise better to previously unseen target domains.

Autonomous Driving Object +2

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