Leaf segmentation in plant phenotyping: a collation study

H Scharr, M Minervini, AP French, C Klukas… - Machine vision and …, 2016 - Springer
Image-based plant phenotyping is a growing application area of computer vision in
agriculture. A key task is the segmentation of all individual leaves in images. Here we focus …

Flower species recognition system using convolution neural networks and transfer learning

I Gogul, VS Kumar - 2017 fourth international conference on …, 2017 - ieeexplore.ieee.org
Automatic identification and recognition of medicinal plant species in environments such as
forests, mountains and dense regions is necessary to know about their existence. In recent …

The imageclef plant identification task 2013

H Goëau, A Joly, P Bonnet, V Bakic… - Proceedings of the 2nd …, 2013 - dl.acm.org
This paper presents a synthesis of ImageCLEF 2013 plant identification task, a system-
oriented testbed dedicated to the evaluation of image-based plant identification …

Urban street tree dataset for image classification and instance segmentation

T Yang, S Zhou, Z Huang, A Xu, J Ye, J Yin - Computers and Electronics in …, 2023 - Elsevier
Tree species identification and tree organ segmentation using images are challenging
problems that are useful in many forestry-related tasks. In this paper, the urban street tree …

Bark and leaf fusion systems to improve automatic tree species recognition

S Bertrand, RB Ameur, G Cerutti, D Coquin, L Valet… - Ecological …, 2018 - Elsevier
For everyone, the identification of tree is a difficult task. The main organ of the plant used
generally to identify a tree is the leaf. However, due to the large variability of the shapes of …

A model-based approach for compound leaves understanding and identification

G Cerutti, L Tougne, J Mille… - … Conference on Image …, 2013 - ieeexplore.ieee.org
In this paper, we propose a specific method for the identification of compound-leaved tree
species, with the aim of integrating it in an educational smartphone application. Our work is …

Automatic plant species recognition technique using machine learning approaches

S Purohit, R Viroja, S Gandhi… - … on Computing and …, 2015 - ieeexplore.ieee.org
Motivated from the need of automation of plant speciess recognition and availability of digital
databases of plants, we propose an image based identification of speciess of plant. These …

Advanced tree species identification using multiple leaf parts image queries

O Mzoughi, I Yahiaoui, N Boujemaa… - … conference on image …, 2013 - ieeexplore.ieee.org
There has recently been increasing interest in using advanced computer vision techniques
for automatic plant identification. Most of the approaches proposed are based on an analysis …

Efficient segmentation of leaves in semi-controlled conditions

JVB Soares, DW Jacobs - Machine vision and applications, 2013 - Springer
We present a study on segmentation of leaf images restricted to semi-controlled conditions,
in which leaves are photographed against a solid light-colored background. Such images …

Leaf species classification based on a botanical shape sub-classifier strategy

H Liu, D Coquin, L Valet… - 2014 22nd International …, 2014 - ieeexplore.ieee.org
Within the framework of a smartphone-based application, helping people to identify plant
species in the wild, a sub-classifier strategy has been introduced. It aims at recognizing the …