Leaf shape diversity: from genetic modules to computational models

N Bhatia, A Runions, M Tsiantis - Annual Review of Plant …, 2021 - annualreviews.org
Plant leaves display considerable variation in shape. Here, we introduce key aspects of leaf
development, focusing on the morphogenetic basis of leaf shape diversity. We discuss the …

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 …

Automated analysis of visual leaf shape features for plant classification

G Saleem, M Akhtar, N Ahmed, WS Qureshi - Computers and Electronics in …, 2019 - Elsevier
A large number of studies have been performed during the past few years to automatically
identify the plant type in a given image. Besides common object recognition difficulties …

Efficient and automated herbs classification approach based on shape and texture features using deep learning

A Muneer, SM Fati - IEEE Access, 2020 - ieeexplore.ieee.org
Recognizing the desired herb among thousands of herbs is an exhausting and time-
consuming practice. Hence, herbs identification via a vision system is beneficial since the …

Plants recognition using leaf image pattern analysis

P Bhambri, S Singh, S Sangwan… - Journal of Survey in …, 2023 - sifisheriessciences.com
The features including shape and color profile can be covered up in image processing while
evaluating a pattern under test. In image processing, a pattern is transformed from its shape …

[HTML][HTML] Plant leaf classification using multiple descriptors: A hierarchical approach

J Chaki, R Parekh, S Bhattacharya - … of King Saud University-Computer and …, 2020 - Elsevier
The present work proposes another path for classification of plant species from digital leaf
images. Plant leaves can have an assortment of unmistakable elements like green and non …

Particle Swarm Optimization (PSO) with fuzzy c means (PSO‐FCM)–based segmentation and machine learning classifier for leaf diseases prediction

PK SK, MG Sumithra, N Saranya - … and Computation: Practice …, 2021 - Wiley Online Library
This paper proposes an automatic classification technique that uses leaf images some
medicinal plants. It is primarily the core reason that drives the research presented here …

[PDF][PDF] AN AUTOMATIC LEAF BASED PLANT IDENTIFICATION SYSTEM.

N Ahmed, UG Khan, S Asif - Science International, 2016 - researchgate.net
Plant species identification is an important area of research which is required in number of
areas. Design and development of an automatic leaf based plant species identification …

Leaf recognition using convolutional neural networks based features

BM Quach, VC Dinh, N Pham, D Huynh… - Multimedia Tools and …, 2023 - Springer
There is a warning light for the loss of plant habitats worldwide that entails concerted efforts
to conserve plant biodiversity. Thus, plant species classification is crucial to address this …

Unique shape descriptor algorithm for medicinal plant identification (SDAMPI) with abridged image database

JG Thanikkal, AK Dubey, MT Thomas - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
In image processing, leaf shape recognition requires a huge database of similar images.
Normal leaf image database construction requires more time and space. On the other hand …