Leaf Image Recognition Based on Bag of Features

A study on plant recognition using conventional image processing and deep learning approaches

(2019) S. Anubha Pearline et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Automated analysis of visual leaf shape features for plant classification

(2019) G. Saleem et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Supervised global-locality preserving projection for plant leaf recognition

(2019) Yu Shao   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Plant recognition via leaf shape and margin features

(2019) Xiang Zhang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Leaf-based plant species recognition based on improved local binary pattern and extreme learning machine

(2019) Muammer Turkoglu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Automated grapevine cultivar classification based on machine learning using leaf morpho-colorimetry, fractal dimension and near-infrared spectroscopy parameters

(2018) S. Fuentes et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deformation Based Curved Shape Representation

(2018) Girum Getachew Demisse et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

An expert botanical feature extraction technique based on phenetic features for identifying plant species

(2018) Hoshang Kolivand et al.   PLoS One

PLANT SPECIE CLASSIFICATION USING SINUOSITY COEFFICIENTS OF LEAVES

(2018) Jules R Kala et al.   Image Analysis & Stereology

Plant Leaf Classification Using GIST Texture Features

(2018) Habibollah Asghari et al.   IET Computer Vision

Multiscale Fourier descriptor based on triangular features for shape retrieval

(2018) Chengzhuan Yang et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

Fragmented plant leaf recognition: Bag-of-features, fuzzy-color and edge-texture histogram descriptors with multi-layer perceptron

(2018) Jyotismita Chaki et al.   OPTIK

One-dimensional vs. two-dimensional based features: Plant identification approach

(2017) Alaa Tharwat et al.   Journal of Applied Logic

Discriminant WSRC for Large-Scale Plant Species Recognition

(2017) Shanwen Zhang et al.   Computational Intelligence and Neuroscience

GTCLC: leaf classification method using multiple descriptors

(2016) Cem Kalyoncu et al.   IET Computer Vision

An adaptive plant leaf mobile informatics using RSSC

(2016) Shitala Prasad et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Classification of medicinal plants: An approach using modified LBP with symbolic representation

(2016) Y.G. Naresh et al.   NEUROCOMPUTING

Improved deep belief networks and multi-feature fusion for leaf identification

(2016) Nian Liu et al.   NEUROCOMPUTING

Large-scale ligand-based predictive modelling using support vector machines

(2016) Jonathan Alvarsson et al.   Journal of Cheminformatics

MARCH: Multiscale-arch-height description for mobile retrieval of leaf images

(2015) Bin Wang et al.   INFORMATION SCIENCES

Leaf recognition based on PCNN

(2015) Zhaobin Wang et al.   NEURAL COMPUTING & APPLICATIONS

A local binary pattern based texture descriptors for classification of tea leaves

(2015) Zhe Tang et al.   NEUROCOMPUTING

Plant identification using leaf shapes—A pattern counting approach

(2015) Cong Zhao et al.   PATTERN RECOGNITION

Plant leaf recognition using texture and shape features with neural classifiers

(2015) Jyotismita Chaki et al.   PATTERN RECOGNITION LETTERS

Hierarchical String Cuts: A Translation, Rotation, Scale, and Mirror Invariant Descriptor for Fast Shape Retrieval

(2014) Bin Wang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Bag of contour fragments for robust shape classification

(2014) Xinggang Wang et al.   PATTERN RECOGNITION

Leaf recognition of woody species in Central Europe

(2013) Petr Novotný et al.   BIOSYSTEMS ENGINEERING

Label propagation based supervised locality projection analysis for plant leaf classification

(2013) Shanwen Zhang et al.   PATTERN RECOGNITION

Multiscale Distance Matrix for Fast Plant Leaf Recognition

(2012) Rongxiang Hu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Geometry-Invariant Texture Retrieval Using a Dual-Output Pulse-Coupled Neural Network

(2011) Xiaojun Li et al.   NEURAL COMPUTATION