BiAgriNet: Binarized Knowledge-Distilled Network for Real-Time Semantic Segmentation in Agriculture

Hassan Khan; Sunbal Iftikhar; Rory Ward; Steven Davy; John G Breslin

doi:10.1109/ACCESS.2025.3629617

BiAgriNet: Binarized Knowledge-Distilled Network for Real-Time Semantic Segmentation in Agriculture

Hassan Khan
, Sunbal Iftikhar
, Rory Ward
, Steven Davy
, John G Breslin

Electrical & Electronic Engineering

Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review

1 Citation (Scopus)

Original language	Undefined/Unknown
Pages (from-to)	192374-192390
Number of pages	17
Journal	IEEE Access
Volume	13
DOIs	https://doi.org/10.1109/ACCESS.2025.3629617
Publication status	Published - 6 Nov 2025

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 2 Zero Hunger

Access to Document

10.1109/ACCESS.2025.3629617

Cite this

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title = "BiAgriNet: Binarized Knowledge-Distilled Network for Real-Time Semantic Segmentation in Agriculture",

author = "Hassan Khan and Sunbal Iftikhar and Rory Ward and Steven Davy and Breslin, \{John G\}",

note = "Funded by Taighde {\'E}ireann - Research Ireland (21/FFP-A/9174) and Taighde {\'E}ireann - Research Ireland (21/RC/10303P2) and Taighde {\'E}ireann - Research Ireland (12/RC/2289P2)",

year = "2025",

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doi = "10.1109/ACCESS.2025.3629617",

language = "Undefined/Unknown",

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AU - Khan, Hassan

AU - Iftikhar, Sunbal

AU - Ward, Rory

AU - Davy, Steven

AU - Breslin, John G

N1 - Funded by Taighde Éireann - Research Ireland (21/FFP-A/9174) and Taighde Éireann - Research Ireland (21/RC/10303P2) and Taighde Éireann - Research Ireland (12/RC/2289P2)

PY - 2025/11/6

Y1 - 2025/11/6

U2 - 10.1109/ACCESS.2025.3629617

DO - 10.1109/ACCESS.2025.3629617

M3 - Article

VL - 13

SP - 192374

EP - 192390

JO - IEEE Access

JF - IEEE Access

ER -