Pieter M. Blok

16 papers Journal 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Smart Camera With Integrated Deep Learning Processing for Disease Detection in Open Field Crops of Grape, Apple, and Carrot. J. Field Robotics Gerrit Polder, Pieter M. Blok, Tim van Daalen, Joseph Peller, Nikos Mylonas
2025	J	`jnl`	DistillFSS: Synthesizing Few-Shot Knowledge into a Lightweight Segmentation Model. CoRR Pasquale De Marinis, Pieter M. Blok, Uzay Kaymak, Rogier Brussee, Gennaro Vessio, Giovanna Castellano
2025	J	`jnl`	GrapeCPNet: A self-supervised point cloud completion network for 3D phenotyping of grape bunches. Comput. Electron. Agric. Wenli Zhang, Chao Zheng, Chenhuizi Wang, Pieter M. Blok, Haozhou Wang, Wei Guo
2025	J	`jnl`	High-throughput 3D shape completion of potato tubers on a harvester. Comput. Electron. Agric. Pieter M. Blok, Federico Magistri, Cyrill Stachniss, Haozhou Wang, James Burridge, Wei Guo
2025	J	`jnl`	PointRAFT: 3D deep learning for high-throughput prediction of potato tuber weight from partial point clouds. CoRR Pieter M. Blok, Haozhou Wang, Hyun Kwon Suh, Peicheng Wang, James Burridge, Wei Guo
2024	J	`jnl`	Active learning for efficient annotation in precision agriculture: a use-case on crop-weed semantic segmentation. CoRR Bart M. van Marrewijk, Charbel Dandjinou, Dan Jeric Arcega Rustia, Nicolas Franco Gonzalez, Boubacar Diallo, Jérôme Dias, Paul Melki, Pieter M. Blok
2024	J	`jnl`	DODA: Diffusion for Object-detection Domain Adaptation in Agriculture. CoRR Shuai Xiang, Pieter M. Blok, James Burridge, Haozhou Wang, Wei Guo
2024	J	`jnl`	High-throughput 3D shape completion of potato tubers on a harvester. CoRR Pieter M. Blok, Federico Magistri, Cyrill Stachniss, Haozhou Wang, James Burridge, Wei Guo
2024	J	`jnl`	Improved detection of discarded fish species through BoxAL active learning. CoRR Maria Sokolova, Pieter M. Blok, Angelo Mencarelli, Arjan Vroegop, Aloysius van Helmond, Gert Kootstra
2023	J	`jnl`	Apple scab detection in orchards using deep learning on colour and multispectral images. CoRR Robert Rous, Joseph Peller, Gerrit Polder, Selwin Hageraats, Thijs Ruigrok, Pieter M. Blok
2023	J	`jnl`	Looking behind occlusions: A study on amodal segmentation for robust on-tree apple fruit size estimation. Comput. Electron. Agric. Jordi Gené-Mola, Mar Ferrer-Ferrer, Eduard Gregorio-Lopez, Pieter M. Blok, Jochen Hemming, Josep Ramon Morros, Joan Ramón Rosell-Polo, Verónica Vilaplana, Javier Ruiz Hidalgo
2022	J	`jnl`	Active learning with MaskAL reduces annotation effort for training Mask R-CNN on a broccoli dataset with visually similar classes. Comput. Electron. Agric. Pieter M. Blok, Gert Kootstra, Hakim Elchaoui Elghor, Boubacar Diallo, Frits K. van Evert, Eldert J. van Henten
2022	J	`jnl`	Wide-Area GNSS Corrections for Precise Positioning and Navigation in Agriculture. Remote. Sens. Manuel Hernández-Pajares, Germán Olivares-Pulido, Victoria Graffigna, Alberto García Rigo, Haixia Lyu, David Roma Dollase, María Clara De Lacy, Carles Fernández-Prades, Javier Arribas, Marc Majoral, Zizis Tisropoulos, Panagiotis Stamatelopoulos, Machi Symeonidou, Michael Schmidt, Andreas Goss, Eren Erdogan, Frits K. van Evert, Pieter M. Blok, Juan Grosso, Emiliano Spaltro, Jacobo Domínguez, Esther López, Alina Hriscu
2021	J	`jnl`	Active learning with MaskAL reduces annotation effort for training Mask R-CNN. CoRR Pieter M. Blok, Gert Kootstra, Hakim Elchaoui Elghor, Boubacar Diallo, Frits K. van Evert, Eldert J. van Henten
2021	J	`jnl`	The effect of data augmentation and network simplification on the image-based detection of broccoli heads with Mask R-CNN. J. Field Robotics Pieter M. Blok, Frits K. van Evert, Antonius P. M. Tielen, Eldert J. van Henten, Gert Kootstra
2019	J	`jnl`	Robot navigation in orchards with localization based on Particle filter and Kalman filter. Comput. Electron. Agric. Pieter M. Blok, Koen van Boheemen, Frits K. van Evert, Joris IJsselmuiden, Gook-Hwan Kim