Computer Vision and Pattern Recognition · Computer Science
Analysis of Training Object Detection Models with Synthetic Data
Bram Vanherle, Steven Moonen, Frank Van Reeth, Nick Michiels
2022-11-30
Computer Vision and Pattern Recognition · Computer Science
Few-Shot Object Detection in Real Life: Case Study on Auto-Harvest
Kevin Riou, Jingwen Zhu, Suiyi Ling, Mathis Piquet +2
2020-11-06
Computer Vision and Pattern Recognition · Computer Science
Self-Supervised Data Generation for Precision Agriculture: Blending Simulated Environments with Real Imagery
Leonardo Saraceni, Ionut Marian Motoi, Daniele Nardi, Thomas Alessandro Ciarfuglia
2025-02-26
Computer Vision and Pattern Recognition · Computer Science
A Robust Illumination-Invariant Camera System for Agricultural Applications
Abhisesh Silwal, Tanvir Parhar, Francisco Yandun, George Kantor
2022-03-29
Robotics · Computer Science
Detecting Olives with Synthetic or Real Data? Olive the Above
Yianni Karabatis, Xiaomin Lin, Nitin J. Sanket, Michail G. Lagoudakis +1
2023-08-17
Computer Vision and Pattern Recognition · Computer Science
A Survey of Self-Supervised and Few-Shot Object Detection
Gabriel Huang, Issam Laradji, David Vazquez, Simon Lacoste-Julien +1
2022-08-24
Computer Vision and Pattern Recognition · Computer Science
Synthesizing Training Data for Object Detection in Indoor Scenes
Georgios Georgakis, Arsalan Mousavian, Alexander C. Berg, Jana Kosecka
2017-09-11
Computer Vision and Pattern Recognition · Computer Science
Improving Object Detection with Selective Self-supervised Self-training
Yandong Li, Di Huang, Danfeng Qin, Liqiang Wang +1
2020-07-28
Computer Vision and Pattern Recognition · Computer Science
Automatic Model Based Dataset Generation for Fast and Accurate Crop and Weeds Detection
Maurilio Di Cicco, Ciro Potena, Giorgio Grisetti, Alberto Pretto
2017-12-19
Computer Vision and Pattern Recognition · Computer Science
Weakly and Semi-Supervised Detection, Segmentation and Tracking of Table Grapes with Limited and Noisy Data
Thomas A. Ciarfuglia, Ionut M. Motoi, Leonardo Saraceni, Mulham Fawakherji +2
2023-01-30
Computer Vision and Pattern Recognition · Computer Science
Effective Use of Synthetic Data for Urban Scene Semantic Segmentation
Fatemeh Sadat Saleh, Mohammad Sadegh Aliakbarian, Mathieu Salzmann, Lars Petersson +1
2018-07-18
Machine Learning · Computer Science
Towards Reducing Data Acquisition and Labeling for Defect Detection using Simulated Data
Lukas Malte Kemeter, Rasmus Hvingelby, Paulina Sierak, Tobias Schön +1
2024-06-28
Computer Vision and Pattern Recognition · Computer Science
Synthetic Data for Object Classification in Industrial Applications
August Baaz, Yonan Yonan, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez +1
2022-12-12
Computer Vision and Pattern Recognition · Computer Science
Transfer Learning From Synthetic To Real Images Using Variational Autoencoders For Precise Position Detection
Tadanobu Inoue, Subhajit Chaudhury, Giovanni De Magistris, Sakyasingha Dasgupta
2018-07-06
Computer Vision and Pattern Recognition · Computer Science
An Annotation Saved is an Annotation Earned: Using Fully Synthetic Training for Object Instance Detection
Stefan Hinterstoisser, Olivier Pauly, Hauke Heibel, Martina Marek +1
2019-02-27