Plant identification in a combined-imbalanced leaf dataset

VK Gajjar, AK Nambisan, KL Kosbar - IEEE Access, 2022 - ieeexplore.ieee.org
Plant identification has applications in ethnopharmacology and agriculture. Since leaves are
one of a distinguishable feature of a plant, they are routinely used for identification. Recent …

A brief review on methods for classification of medical plant images

PK Thella, V Ulagamuthalvi - 2021 5th International …, 2021 - ieeexplore.ieee.org
Plants on earth play a significant role both in human and other lives. Plants have the
greatest influence in the nature cycle. Plant identification in biology and farming is very …

Recognizing Plant species using Digitized leaves-A comparative study

S Patil, B Patra, N Goyal, K Gupta - 2021 5th International …, 2021 - ieeexplore.ieee.org
Plants play a crucial role in nature and the well-being of the population. They have a
significant contribution towards ecological stability and are also sources of our needs like …

Herbal Leaf Classification using RCNN, Fast RCNN, Faster RCNN

S Duth, S Vedavathi, S Roshan - 2023 7th International …, 2023 - ieeexplore.ieee.org
Herbal leaf classification is an important task in botany and pharmacology with the
increasing demand for natural remedies, accurate identification and classification of herbal …

Novel network for medicinal leaves identification

CP Blesslin Elizabeth, S Baulkani - IETE Journal of Research, 2023 - Taylor & Francis
From the ancient days, plant leaves are used to cure various infectious diseases. Even
today, herbal leaves are preferred by medicinal experts for treating cancer, asthma, heart …

An efficient approach for plant leaf species identification based on SVM and SMO and performance improvement

S Vyas, MK Mukhija, SK Alaria - Intelligent Systems and Applications …, 2023 - Springer
Plants are necessary for life to exist on this planet. There are several plant species to pick
from, and the number of plant species is increasing every year. Programmed species …

Plant recognition system based on leaf image

SP Raut, AS Bhalchandra - 2018 Second International …, 2018 - ieeexplore.ieee.org
Nature has huge members of plants identifying them and classifying them is important task
for botanists. Usually plants are recognized by leaf and its characteristics like shape, texture …

Combination of color, shape and texture features for orchid classification

N Sabri, MF Kamarudin, R Hamzah… - 2019 IEEE 9th …, 2019 - ieeexplore.ieee.org
Orchids is flowering plants that widely evolved worldwide, some of them have the same
appearance, colour, and shape. Sometimes florists have difficulty to identify types of orchids …

Hand-Crafted Feature Extraction and Deep Learning Models for Leaf Image Recognition

A Gladston, B Sucithra - Handbook of Research on Computer Vision …, 2023 - igi-global.com
Plant leaf recognition has been carried out widely using low-level features. Scale invariant
feature transform technique has been used to extract the low-level features. Leaves that …

Plant Leaves Classification System

R Muralitharan, N Inuvaisubramaniam… - 2023 IEEE Asia …, 2023 - ieeexplore.ieee.org
Plant leaves could be classified using machine learning techniques. The plant leaves could
be used to identify the different types of the plants. Lot of plant leaves classification systems …