PhenoBench -- A Large Dataset and Benchmarks for Semantic Image
Interpretation in the Agricultural Domain

PhenoBench -- A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain

7 June 2023

Federico Magistri

Gianmarco Roggiolani

ArXiv (abs)PDF HTML

Papers citing "PhenoBench -- A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain"

17 / 17 papers shown

Title
Lightweight Multispectral Crop-Weed Segmentation for Precision Agriculture Zeynep Galymzhankyzy Eric Martinson 95 0 0 12 May 2025
SemanticSugarBeets: A Multi-Task Framework and Dataset for Inspecting Harvest and Storage Characteristics of Sugar Beets Gerardus Croonen Andreas Trondl Julia Simon Daniel Steininger 70 0 0 23 Apr 2025
Few-Shot Adaptation of Grounding DINO for Agricultural Domain Rajhans Singh Rafael Bidese Puhl Kshitiz Dhakal Sudhir Sornapudi 83 0 0 09 Apr 2025
Global Rice Multi-Class Segmentation Dataset (RiceSEG): A Comprehensive and Diverse High-Resolution RGB-Annotated Images for the Development and Benchmarking of Rice Segmentation Algorithms Junchi Zhou Haozhou Wang Yoichiro Kato Tejasri Nampally P. Rajalakshmi ... Xiaochun Hu Yuanzhu Yang Yanfeng Ding Wei Guo Shouyang Liu 64 0 0 02 Apr 2025
A survey of datasets for computer vision in agriculture Nico Heider Lorenz Gunreben Sebastian Zürner Martin Schieck 126 3 0 24 Feb 2025
Exploiting Boundary Loss for the Hierarchical Panoptic Segmentation of Plants and Leaves Madeleine Darbyshire Elizabeth I. Sklar Simon Parsons 138 0 0 03 Jan 2025
Open-World Panoptic Segmentation Matteo Sodano Federico Magistri Jens Behley Cyrill Stachniss VLM 159 0 0 17 Dec 2024
A Dataset and Benchmark for Shape Completion of Fruits for Agricultural Robotics Federico Magistri Thomas Labe E. Marks Sumanth Nagulavancha Yue Pan ... Michael Halstead H. Kuhlmann Chris McCool Jens Behley C. Stachniss 81 2 0 18 Jul 2024
A Good Foundation is Worth Many Labels: Label-Efficient Panoptic Segmentation Niclas Vodisch Kürsat Petek Markus Kappeler Abhinav Valada Wolfram Burgard VLM 71 4 0 29 May 2024
Active learning for efficient annotation in precision agriculture: a use-case on crop-weed semantic segmentation Bart M. van Marrewijk Charbel Dandjinou D. Rustia Nicolas Franco Gonzalez Boubacar Diallo Jérôme Dias P. Melki Pieter M. Blok 70 4 0 03 Apr 2024
Open-World Semantic Segmentation Including Class Similarity Matteo Sodano Federico Magistri Lucas Nunes Jens Behley C. Stachniss VLM 68 8 0 12 Mar 2024
BonnBeetClouds3D: A Dataset Towards Point Cloud-based Organ-level Phenotyping of Sugar Beet Plants under Field Conditions E. Marks Jonas Bomer Federico Magistri Anurag Sah Jens Behley C. Stachniss 81 3 0 22 Dec 2023
Zoom in on the Plant: Fine-grained Analysis of Leaf, Stem and Vein Instances Ronja Güldenring R. Andersen Lazaros Nalpantidis 77 5 0 14 Dec 2023
Hierarchical Mask2Former: Panoptic Segmentation of Crops, Weeds and Leaves Madeleine Darbyshire Elizabeth I. Sklar Simon Parsons 61 3 0 10 Oct 2023
A SAM-based Solution for Hierarchical Panoptic Segmentation of Crops and Weeds Competition K. Nguyen T. Phung Hoang-Giang Cao 56 7 0 24 Sep 2023
DAVIS-Ag: A Synthetic Plant Dataset for Prototyping Domain-Inspired Active Vision in Agricultural Robots Taeyeong Choi Dario Guevara Zifei Cheng Grisha Bandodkar Chonghan Wang B. Bailey Mason Earles Xin Liu 65 1 0 10 Mar 2023
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 270 15,683 0 25 Dec 2016