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

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

18 / 18 papers shown

Title
Lightweight Multispectral Crop-Weed Segmentation for Precision Agriculture Zeynep Galymzhankyzy Eric Martinson 19 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 27 0 0 23 Apr 2025
Few-Shot Adaptation of Grounding DINO for Agricultural Domain Rajhans Singh Rafael Bidese Puhl Kshitiz Dhakal Sudhir Sornapudi 26 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 27 0 0 02 Apr 2025
A survey of datasets for computer vision in agriculture Nico Heider Lorenz Gunreben Sebastian Zürner Martin Schieck 39 1 0 24 Feb 2025
Exploiting Boundary Loss for the Hierarchical Panoptic Segmentation of Plants and Leaves Madeleine Darbyshire Elizabeth I. Sklar Simon Parsons 46 0 0 03 Jan 2025
Open-World Panoptic Segmentation Matteo Sodano Federico Magistri Jens Behley Cyrill Stachniss VLM 66 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 22 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 32 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 16 3 0 03 Apr 2024
Open-World Semantic Segmentation Including Class Similarity Matteo Sodano Federico Magistri Lucas Nunes Jens Behley C. Stachniss VLM 34 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 18 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 18 5 0 14 Dec 2023
Hierarchical Mask2Former: Panoptic Segmentation of Crops, Weeds and Leaves Madeleine Darbyshire Elizabeth I. Sklar Simon Parsons 20 2 0 10 Oct 2023
A SAM-based Solution for Hierarchical Panoptic Segmentation of Crops and Weeds Competition K. Nguyen T. Phung Hoang-Giang Cao 21 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 19 1 0 10 Mar 2023
Bag of Tricks for Image Classification with Convolutional Neural Networks Tong He Zhi-Li Zhang Hang Zhang Zhongyue Zhang Junyuan Xie Mu Li 216 1,398 0 04 Dec 2018
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 435 15,595 0 02 Nov 2015