Self-Supervised Leaf Segmentation under Complex Lighting Conditions

SPARE: Self-supervised part erasing for ultra-fine-grained visual categorization

(2022) Xiaohan Yu et al.   PATTERN RECOGNITION

Self-supervised contrastive learning on agricultural images

(2021) Ronja Güldenring et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep anomaly detection with self-supervised learning and adversarial training

(2021) Xianchao Zhang et al.   PATTERN RECOGNITION

Novel fuzzy clustering algorithm with variable multi-pixel fitting spatial information for image segmentation

(2021) Hang Zhang et al.   PATTERN RECOGNITION

Learning panoptic segmentation through feature discriminability

(2021) Tao Chu et al.   PATTERN RECOGNITION

From Smart Farming towards Agriculture 5.0: A Review on Crop Data Management

(2020) Verónica Saiz-Rubio et al.   Agronomy-Basel

Scalable learning for bridging the species gap in image-based plant phenotyping

(2020) Daniel Ward et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Optimising realism of synthetic images using cycle generative adversarial networks for improved part segmentation

(2020) R. Barth et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Crop yield prediction using machine learning: A systematic literature review

(2020) Thomas van Klompenburg et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Measuring plant growth characteristics using smartphone based image analysis technique in controlled environment agriculture

(2019) Cheng Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

The use of plant models in deep learning: an application to leaf counting in rosette plants

(2018) Jordan Ubbens et al.   Plant Methods

Plant disease leaf image segmentation based on superpixel clustering and EM algorithm

(2017) Shanwen Zhang et al.   NEURAL COMPUTING & APPLICATIONS

Finely-grained annotated datasets for image-based plant phenotyping

(2016) Massimo Minervini et al.   PATTERN RECOGNITION LETTERS

Leaf segmentation in plant phenotyping: a collation study

(2015) Hanno Scharr et al.   MACHINE VISION AND APPLICATIONS

Plant phenotyping: from bean weighing to image analysis

(2015) Achim Walter et al.   Plant Methods

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

(2012) R. Achanta et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Segmentation of green vegetation of crop canopy images based on mean shift and Fisher linear discriminant

(2010) Liying Zheng et al.   PATTERN RECOGNITION LETTERS