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2306.04557
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PhenoBench -- A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain
7 June 2023
J. Weyler
Federico Magistri
E. Marks
Yue Linn Chong
Matteo Sodano
Gianmarco Roggiolani
Nived Chebrolu
C. Stachniss
Jens Behley
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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
1