Automated leaf alignment and partial shape feature extraction for plant leaf classification

QR Code

Automated leaf alignment and partial shape feature extraction for plant leaf classification

The last few decades have witnessed various approaches to automate the process of plant classification using the characteristics of the leaf. Several approaches have been proposed, and the majority focused on global shape features. However, one challenge that faces this task is the high interclass s...

Full description

Bibliographic Details
Main Authors:	Hamid, Laith Emad, Syed Mohamed, Syed Abdul Rahman Al-Haddad
Format:	Article
Language:	English
Published:	Computer Vision Center 2019
Online Access:	http://psasir.upm.edu.my/id/eprint/80773/ http://psasir.upm.edu.my/id/eprint/80773/1/PLANT.pdf

Similar Items

Automated plant classification system using a hybrid of shape and color features of the leaf
by: Hamid, Laith Emad
Published: (2016)

Recognition system for leaf images based on its leaf contour and centroid
by: Mohamed Khmag, Asem Ib., et al.
Published: (2017)

Automated classification of tropical shrub species: A hybrid of leaf shape and machine learning approach / Miraemiliana Murat
by: Miraemiliana , Murat
Published: (2018)

Plant leaf recognition algorithm using ant colony-based feature extraction technique
by: Ghasab, Mohammad Ali Jan
Published: (2013)

Automated classification of wear particles based on their surface texture and shape features
by: Stachowiak, G.P., et al.
Published: (2008)

Comparison of color-based feature extraction methods in banana leaf diseases classification using SVM and K-NN
by: Mat Said, Nur Sholehah, et al.
Published: (2021)

Antibacterial activity of Sireh (Piper betle L.) leaf extracts for controlling bacterial leaf blight diseases in rice plant
by: Abu Asan, Nor Umaira, et al.
Published: (2022)

Influence of Leaf Type and Plant Age on Leaf Structure and Sclerophylly in Hakea (Proteaceae)
by: Groom, Philip, et al.
Published: (1997)

Hevea leaf features extraction and recognition algorithm for hevea clones classification using image / Mohamad Faizal Ab Jabal, Suhardi Hamid, Salehuddin Shuib
by: Ab Jabal, Mohamad Faizal, et al.
Published: (2013)

Classification of leaf disease from image processing technique
by: Md Kamal, Mahanijah, et al.
Published: (2018)

Optimization of Moringa oleifera leaf extraction and investigation of anti-breast cancer activity with the leaf extract
by: Hossain, Nazia, et al.
Published: (2015)

Feature Extraction Methods On A Partial Section Of The Iris Region For Iris Classification
by: Ali, Ahmad Nazri
Published: (2019)

Adding a piece to the leaf epidermal cell shape puzzle
by: von Wangenheim, Daniel, et al.
Published: (2017)

High-resolution mapping of genes involved in plant stage-specific partial resistance of barley to leaf rust
by: Yeo, F. K S, et al.
Published: (2017)

Leaf trait relationships in Australian plant species
by: Wright, I., et al.
Published: (2004)

Hydrodistillation and soxhlet extraction of agarwood leaf extract from Aquilaria malaccensis
by: Hashim, Yumi Zuhanis Has-Yun, et al.
Published: (2019)

Automated spray up process for pineapple leaf fibre hybrid biocomposites
by: Zin, Mohd Hanafee, et al.
Published: (2019)

LMA, density and thickness: recognizing different leaf shapes and correcting for their nonlaminarity
by: Lamont, Byron, et al.
Published: (2015)

An effective feature extraction method for fingerprint image
by: AbdelQader, Hasan, et al.
Published: (2005)

Comparative leaf anatomy of selected medicinal plants in Acanthaceae
by: Che Amri, Che Nurul Aini, et al.
Published: (2016)

Comparative leaf anatomy of selected medicinal plants in Acanthaceae
by: Che Amri, Che Nurul Aini, et al.
Published: (2018)

Leaf segmentation in plant phenotyping: a collation study
by: Scharr, Hanno, et al.
Published: (2016)

Prediction Of Leaf Mechanical Properties Based On Geometry Features With Data Mining
by: H’ng, Choo Wooi
Published: (2019)

Antimicrobial and pharmacological effects of lamiaceae plant leaf extracts in relation to its phenolic and antioxidant activities
by: Khattak, Muhammad Muzaffar Ali Khan
Published: (2010)

Gc-Ms analysis and antibacterial activity of mangosteen leaf extracts against plant pathogenic bacteria
by: Alsultan, Qamar Mohammed Naji, et al.
Published: (2016)

Improving wheat leaf disease classification : Evaluating augmentation strategies and CNN-Based models with limited dataset
by: Ramadan, Syed Taha Yeasin, et al.
Published: (2024)

Comparative study of antioxidant level and activity from leaf extracts of Annona muricata Linn obtained from different locations
by: Syed Najmuddin, Syed Umar Faruq, et al.
Published: (2017)

Heat damage in sclerophylls is influenced by their leaf properties and plant environment
by: Groom, Philip, et al.
Published: (2004)

Leaf growth and stomatal sensitivity to ABA in droughted pepper plants
by: Ismail, Mohd Razi, et al.
Published: (2002)

Current status of bacterial leaf blight in Malaysian rice plants
by: Mohd Din, Bibi Nazihah, et al.
Published: (2023)

Multi-feature vegetable recognition using machine learning approach on leaf images
by: Nasharuddin, Nurul Amelina, et al.
Published: (2019)

Phytochemical screening and antioxidant activities of Erythroxylum cuneatum leaf extracts
by: Shanmugam, Nitya, et al.
Published: (2018)

In vitro evaluation of biological activities of citrus leaf extracts
by: Muhammad Adnan,, et al.
Published: (2014)

Evaluation of antibacterial activity of neolamarckia macrophylla leaf extract
by: Izzarul Atirah, binti Boestamam
Published: (2016)

Evaluation of antifungal activity of neolamarckia cadamba leaf extract
by: Nuraini, binti Azman
Published: (2016)

Evaluation of antifungal activity of neolamarckia macrophylla leaf extract
by: Michelle, Ngassy Mering
Published: (2016)

Hepatoprotective effect of Muntingia calabura L. Leaf extracts
by: Mahmood, Nur Diyana
Published: (2016)

Impact of papaya leaf extract on in vitro methane production
by: Jafari, Saeid, et al.
Published: (2015)

The effects of plant secondary metabolites from coniferous needle leaf litter on the leaf litter decomposition of Betula albo-sinensis burk
by: Zhang, Xiaoxi, et al.
Published: (2019)

Evaluation and optimization of DNA extraction method from plant species leaf for polymerase chain reaction analysis
by: Zulaikha, binti Zainal
Published: (2012)