Original ResearchPublished 7 October 2026Preprocessing strategies for plant disease instance segmentation: annotation efficiency, context signals, and dual-metric evaluation on PlantSegYoussef Natij · Hajar El Karch · Abdelmounaim Belaaribi · Oumaima Lanaya · Meriem El Atik · Abdelkader MezouariFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1835997
ReviewPublished 7 October 2026Advancing sustainable crab harvesting through intelligent technologies: a comprehensive reviewHonglei Zhang · Yuxuan Chen · Zhong TangFrontiers in Marine Sciencedoi 10.3389/fmars.2026.1977808
Original ResearchPublished 1 October 2026Design of real-time safety behavior monitoring and violation identification system for construction sites combining YOLOv8-Seg and DeepSORTZhao Huang · Na Geng · Lai WeiFrontiers in Mechanical Engineeringdoi 10.3389/fmech.2026.1897663
Original ResearchPublished 4 September 2026Identifying mounting behaviour in boars using deep learning-based instance segmentation and binary classification - a pilot studyHarry Aricibasi · Jessica Bode · Renée Bergeron · Dan TulpanFrontiers in Bioinformaticsdoi 10.3389/fbinf.2026.1869902
Original ResearchPublished 20 August 2026Enhanced mask-region-based segmentation with parallel CNN for object detection in traffic scenariosR. Kiranmai · R. DeepthaFrontiers in Future Transportationdoi 10.3389/ffutr.2026.1888173
Original ResearchPublished 29 April 2026Examining condensation and freezing behavior on a laser-patterned metallic surface using an AI neural network modelJane C. Turner · Aryan Singh Dalal · Hande Küçük McGinty · Melanie M. Derby · Amy R. BetzFrontiers in Thermal Engineeringdoi 10.3389/fther.2026.1808591
Original ResearchPublished 6 March 2026A graph generation pipeline for critical infrastructures based on heuristics, images and depth dataMike Diessner · Yannick E. TarantFrontiers in Signal Processingdoi 10.3389/frsip.2026.1761293
