Deep Leaf Segmentation Using Synthetic Data

28 July 2018

Papers citing "Deep Leaf Segmentation Using Synthetic Data"

27 / 27 papers shown

Title
VibrantLeaves: A principled parametric image generator for training deep restoration models Raphaël Achddou Y. Gousseau Saïd Ladjal Sabine Süsstrunk 28 0 0 14 Apr 2025
GMT: Guided Mask Transformer for Leaf Instance Segmentation Feng Chen Sotirios A. Tsaftaris M. Giuffrida 30 1 0 24 Jun 2024
LAESI: Leaf Area Estimation with Synthetic Imagery Jacek Kaluzny Yannik Schreckenberg Karol Cyganik Peter Annighöfer Soren Pirk D. L. Michels Mikolaj Cieslak Farhah Assaad-Gerbert Bedrich Benes Wojciech Palubicki 3DV 41 3 0 31 Mar 2024
Enhanced Droplet Analysis Using Generative Adversarial Networks Tan-Hanh Pham Kim-Doang Nguyen 38 4 0 24 Feb 2024
Unsupervised Pre-Training for 3D Leaf Instance Segmentation Gianmarco Roggiolani Federico Magistri Tiziano Guadagnino Jens Behley C. Stachniss 27 6 0 16 Jan 2024
Deep Learning of Crystalline Defects from TEM images: A Solution for the Problem of "Never Enough Training Data" Kishan Govind D. Oliveros A. Dlouhý M. Legros Stefan Sandfeld 25 8 0 12 Jul 2023
Label-Efficient Learning in Agriculture: A Comprehensive Review Jiajia Li Dong Chen Xinda Qi Zhao Li Yanbo Huang Daniel Morris Xiaobo Tan 39 34 0 24 May 2023
Synthetic-to-real Composite Semantic Segmentation in Additive Manufacturing Aliaksei L. Petsiuk Harnoor Singh Himanshu Dadhwal Joshua M. Pearce 29 5 0 14 Oct 2022
Self-Supervised Leaf Segmentation under Complex Lighting Conditions Xufeng Lin Chan Li S. Adams A. Kouzani Richard Jiang ... Michael Vernon Egan H. Doeven Lawrence D. Webb Todd Mcclellan Adam Guskic VLM 17 20 0 29 Mar 2022
Kubric: A scalable dataset generator Klaus Greff Francois Belletti Lucas Beyer Carl Doersch Yilun Du ... Ziyu Wang Tianhao Wu K. M. Yi Fangcheng Zhong Andrea Tagliasacchi 45 250 0 07 Mar 2022
Seed Classification using Synthetic Image Datasets Generated from Low-Altitude UAV Imagery Venkat Margapuri Niketa Penumajji Michael L. Neilsen 30 2 0 06 Oct 2021
LeafMask: Towards Greater Accuracy on Leaf Segmentation Ruohao Guo Liao Qu Dantong Niu Zhenbo Li Jun Yue ISeg 54 13 0 08 Aug 2021
Application of Computer Vision and Machine Learning for Digitized Herbarium Specimens: A Systematic Literature Review Burhan Rashid Hussein O. A. Malik Wee-Hong Ong Johan Willem Frederik Slik 13 4 0 18 Apr 2021
DeepSeagrass Dataset Scarlett Raine Ross Marchant Peyman Moghadam Frederic Maire B. Kettle Brano Kusy 9 0 0 09 Mar 2021
Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case S. Nesteruk Dmitrii G. Shadrin M. Pukalchik 15 9 0 24 Feb 2021
Seed Phenotyping on Neural Networks using Domain Randomization and Transfer Learning Venkat Margapuri Michael L. Neilsen 14 6 0 24 Dec 2020
Segmentation of structural parts of rosebush plants with 3D point-based deep learning methods Kaya Turgut H. Dutagaci G. Galopin David Rousseau 3DPC 3DV 16 45 0 21 Dec 2020
Abiotic Stress Prediction from RGB-T Images of Banana Plantlets Sagi Levanon Oshry Markovich Itamar Gozlan O. Bakhshian Alon Zvirin Yaron Honen Ron Kimmel 6 4 0 23 Nov 2020
RDCNet: Instance segmentation with a minimalist recurrent residual network Raphael Ortiz Gustavo de Medeiros A. Peters P. Liberali Markus Rempfler ISeg 16 3 0 02 Oct 2020
Multi-species Seagrass Detection and Classification from Underwater Images Scarlett Raine Ross Marchant Peyman Moghadam Frederic Maire B. Kettle Brano Kusy 11 17 0 18 Sep 2020
Strawberry Detection using Mixed Training on Simulated and Real Data Sunny Goondram Akansel Cosgun Dana Kulić 6 2 0 24 Aug 2020
Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation Yuli Wu Long Chen Dorit Merhof 22 5 0 13 Jul 2020
RarePlanes: Synthetic Data Takes Flight Jacob Shermeyer T. Hossler A. V. Etten Daniel Hogan Ryan Lewis Daeil Kim 19 104 0 04 Jun 2020
Scalable learning for bridging the species gap in image-based plant phenotyping Daniel Ward Peyman Moghadam 22 29 0 24 Mar 2020
Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images Dongnan Liu Donghao Zhang Yang Song Heng-Chiao Huang Weidong (Tom) Cai MedIm 16 9 0 15 Feb 2020
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
Data Augmentation for Leaf Segmentation and Counting Tasks in Rosette Plants Dmitry Kuznichov Alon Zvirin Yaron Honen Ron Kimmel 8 89 0 20 Mar 2019