CVPR 2023 Open Access Repository

4th Agriculture-Vision Workshop: Challenges & Opportunities for Computer Vision in Agriculture

CherryPicker: Semantic Skeletonization and Topological Reconstruction of Cherry Trees: Lukas Meyer,

Andreas Gilson,

Oliver Scholz,

Marc Stamminger; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Meyer_2023_CVPR, author = {Meyer, Lukas and Gilson, Andreas and Scholz, Oliver and Stamminger, Marc}, title = {CherryPicker: Semantic Skeletonization and Topological Reconstruction of Cherry Trees}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6244-6253} }
On the Real-Time Semantic Segmentation of Aphid Clusters in the Wild: Raiyan Rahman,

Christopher Indris,

Tianxiao Zhang,

Kaidong Li,

Brian McCornack,

Daniel Flippo,

Ajay Sharda,

Guanghui Wang; [pdf]
[bibtex]
@InProceedings{Rahman_2023_CVPR, author = {Rahman, Raiyan and Indris, Christopher and Zhang, Tianxiao and Li, Kaidong and McCornack, Brian and Flippo, Daniel and Sharda, Ajay and Wang, Guanghui}, title = {On the Real-Time Semantic Segmentation of Aphid Clusters in the Wild}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6299-6306} }
A Realistic Synthetic Mushroom Scenes Dataset: Dafni Anagnostopoulou,

George Retsinas,

Niki Efthymiou,

Panagiotis Filntisis,

Petros Maragos; [pdf]
[bibtex]
@InProceedings{Anagnostopoulou_2023_CVPR, author = {Anagnostopoulou, Dafni and Retsinas, George and Efthymiou, Niki and Filntisis, Panagiotis and Maragos, Petros}, title = {A Realistic Synthetic Mushroom Scenes Dataset}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6282-6289} }
Agronav: Autonomous Navigation Framework for Agricultural Robots and Vehicles Using Semantic Segmentation and Semantic Line Detection: Shivam K. Panda,

Yongkyu Lee,

M. Khalid Jawed; [pdf] [arXiv]
[bibtex]
@InProceedings{Panda_2023_CVPR, author = {Panda, Shivam K. and Lee, Yongkyu and Jawed, M. Khalid}, title = {Agronav: Autonomous Navigation Framework for Agricultural Robots and Vehicles Using Semantic Segmentation and Semantic Line Detection}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6272-6281} }
Mushroom Segmentation and 3D Pose Estimation From Point Clouds Using Fully Convolutional Geometric Features and Implicit Pose Encoding: George Retsinas,

Niki Efthymiou,

Petros Maragos; [pdf]
[bibtex]
@InProceedings{Retsinas_2023_CVPR, author = {Retsinas, George and Efthymiou, Niki and Maragos, Petros}, title = {Mushroom Segmentation and 3D Pose Estimation From Point Clouds Using Fully Convolutional Geometric Features and Implicit Pose Encoding}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6264-6271} }
MTLSegFormer: Multi-Task Learning With Transformers for Semantic Segmentation in Precision Agriculture: Diogo Nunes Goncalves,

Jose Marcato Junior,

Pedro Zamboni,

Hemerson Pistori,

Jonathan Li,

Keiller Nogueira,

Wesley Nunes Gonçalves; [pdf] [arXiv]
[bibtex]
@InProceedings{Goncalves_2023_CVPR, author = {Goncalves, Diogo Nunes and Junior, Jose Marcato and Zamboni, Pedro and Pistori, Hemerson and Li, Jonathan and Nogueira, Keiller and Gon\c{c}alves, Wesley Nunes}, title = {MTLSegFormer: Multi-Task Learning With Transformers for Semantic Segmentation in Precision Agriculture}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6290-6298} }
PeanutNeRF: 3D Radiance Field for Peanuts: Farah Saeed,

Jin Sun,

Peggy Ozias-Akins,

Ye (Juliet) Chu,

Changying (Charlie) Li; [pdf]
[bibtex]
@InProceedings{Saeed_2023_CVPR, author = {Saeed, Farah and Sun, Jin and Ozias-Akins, Peggy and Chu, Ye (Juliet) and Li, Changying (Charlie)}, title = {PeanutNeRF: 3D Radiance Field for Peanuts}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6254-6263} }
ECA-ConvNeXt: A Rice Leaf Disease Identification Model Based on ConvNeXt: Xiaoqi Wang,

Yaojun Wang,

Jingbo Zhao,

Jing Niu; [pdf]
[bibtex]
@InProceedings{Wang_2023_CVPR, author = {Wang, Xiaoqi and Wang, Yaojun and Zhao, Jingbo and Niu, Jing}, title = {ECA-ConvNeXt: A Rice Leaf Disease Identification Model Based on ConvNeXt}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6235-6243} }