[HTML][HTML] Plant species identification using computer vision techniques: a systematic literature review
J Wäldchen, P Mäder - Archives of computational methods in engineering, 2018 - Springer
Species knowledge is essential for protecting biodiversity. The identification of plants by
conventional keys is complex, time consuming, and due to the use of specific botanical …
conventional keys is complex, time consuming, and due to the use of specific botanical …
Plant species recognition methods using leaf image: Overview
Plant plays an important role in agricultural, industrial, medicine, environmental and
ecological protection. Recently, with global warming, biodiversity loss, rapid urban …
ecological protection. Recently, with global warming, biodiversity loss, rapid urban …
A review of visual descriptors and classification techniques used in leaf species identification
KK Thyagharajan, I Kiruba Raji - Archives of Computational Methods in …, 2019 - Springer
Plants are fundamentally important to life. Key research areas in plant science include plant
species identification, weed classification using hyper spectral images, monitoring plant …
species identification, weed classification using hyper spectral images, monitoring plant …
Leaf recognition based on elliptical half Gabor and maximum gap local line direction pattern
X Wang, W Du, F Guo, S Hu - IEEE Access, 2020 - ieeexplore.ieee.org
Plant identification via leaf images is very meaningful to agricultural information. The existing
methods were based on one or two kinds of the three distinct characteristics in leaf images …
methods were based on one or two kinds of the three distinct characteristics in leaf images …
Leaf classification on Flavia dataset: a detailed review
For decades, vision scientists have contemplated the topic of plant species classification. As
plants are of great importance to medicinal research, they are utilized in a wide range of …
plants are of great importance to medicinal research, they are utilized in a wide range of …
Plant species identification from occluded leaf images
A Chaudhury, JL Barron - IEEE/ACM transactions on …, 2018 - ieeexplore.ieee.org
We present an approach to identify the plant species from the contour information from
occluded leaf image using a database of full plant leaves. Although contour based 2D shape …
occluded leaf image using a database of full plant leaves. Although contour based 2D shape …
Supervised global-locality preserving projection for plant leaf recognition
Y Shao - Computers and electronics in agriculture, 2019 - Elsevier
Plant leaf-based species recognition is still a challenge due to the large intra-class
differences and the inter-class similarity of nature plant leaves. A new manifold learning …
differences and the inter-class similarity of nature plant leaves. A new manifold learning …
GTCLC: leaf classification method using multiple descriptors
C Kalyoncu, Ö Toygar - IET Computer Vision, 2016 - Wiley Online Library
The authors propose Geometric, texture and color based leaf classification, a novel leaf
classification method using a combination of geometric, shape, texture and colour features …
classification method using a combination of geometric, shape, texture and colour features …
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 …
generally to identify a tree is the leaf. However, due to the large variability of the shapes of …
Chord bunch walks for recognizing naturally self-overlapped and compound leaves
Effectively describing and recognizing leaf shapes under arbitrary variations, particularly
from a large database, remains an unsolved problem. In this research, we attempted a new …
from a large database, remains an unsolved problem. In this research, we attempted a new …