A Review of Visual Descriptors and Classification Techniques Used in Leaf Species Identification

Leaf classification from binary image via artificial intelligence

(2016) Kateřina Horaisová et al.   BIOSYSTEMS ENGINEERING

Deep learning for plant identification using vein morphological patterns

(2016) Guillermo L. Grinblat et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Kernel-based PSO and FRVM: An automatic plant leaf type detection using texture, shape, and color features

(2016) Balasubramanian VijayaLakshmi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Evolutionary optimization of a multiscale descriptor for leaf shape analysis

(2016) Marcelo M.S. de Souza et al.   EXPERT SYSTEMS WITH APPLICATIONS

Similarity based leaf image retrieval using multiscale R-angle description

(2016) Jie Cao et al.   INFORMATION SCIENCES

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

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

Recognition of leaf image set based on manifold–manifold distance

(2016) Ji-Xiang Du et al.   NEUROCOMPUTING

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

(2016) Nian Liu et al.   NEUROCOMPUTING

Automatic classification of plants based on their leaves

(2015) Aimen Aakif et al.   BIOSYSTEMS ENGINEERING

Geometric leaf classification

(2015) Cem Kalyoncu et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Feature decision-making ant colony optimization system for an automated recognition of plant species

(2015) Mohammad Ali Jan Ghasab et al.   EXPERT SYSTEMS WITH APPLICATIONS

Robust Texture Classification by Aggregating Pixel-Based LBP Statistics

(2015) Melissa Cote et al.   IEEE SIGNAL PROCESSING LETTERS

Local $N$ -Ary Pattern and Its Extension for Texture Classification

(2015) Sheng Wang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

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

(2015) Bin Wang et al.   INFORMATION SCIENCES

Automatic Leaf Recognition from a Big Hierarchical Image Database

(2015) Huisi Wu et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

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 leaf recognition using texture and shape features with neural classifiers

(2015) Jyotismita Chaki et al.   PATTERN RECOGNITION LETTERS

A Novel Method of Automatic Plant Species Identification Using Sparse Representation of Leaf Tooth Features

(2015) Taisong Jin et al.   PLoS One

Brachiaria species identification using imaging techniques based on fractal descriptors

(2014) João Batista Florindo et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Feature extraction algorithm based on dual-scale decomposition and local binary descriptors for plant leaf recognition

(2014) Xuan Wang et al.   DIGITAL SIGNAL PROCESSING

Pairwise Rotation Invariant Co-Occurrence Local Binary Pattern

(2014) Xianbiao Qi et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automatic plant identification from photographs

(2014) B. Yanikoglu et al.   MACHINE VISION AND APPLICATIONS

Leaf margins as sequences: A structural approach to leaf identification

(2014) Guillaume Cerutti et al.   PATTERN RECOGNITION LETTERS

Plant leaf detection using modified active shape models

(2013) Chunlei Xia et al.   BIOSYSTEMS ENGINEERING

Orthogonal locally discriminant spline embedding for plant leaf recognition

(2013) Ying-Ke Lei et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Rotary matching of edge features for leaf recognition

(2013) Chih-Ying Gwo et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Interactive plant identification based on social image data

(2013) Alexis Joly et al.   Ecological Informatics

Shape from Sharp and Motion-Blurred Image Pair

(2013) C. Paramanand et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Label propagation based supervised locality projection analysis for plant leaf classification

(2013) Shanwen Zhang et al.   PATTERN RECOGNITION

Continuous rotation invariant local descriptors for texton dictionary-based texture classification

(2012) Jun Zhang et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Embedded portable device for herb leaves recognition using image processing techniques and neural network algorithm

(2012) Z. Husin et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Plant species identification using digital morphometrics: A review

(2012) James S. Cope et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multiscale Distance Matrix for Fast Plant Leaf Recognition

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

Is local dominant orientation necessary for the classification of rotation invariant texture?

(2012) Zhenhua Guo et al.   NEUROCOMPUTING

Recognition of plant leaf image based on fractal dimension features

(2012) Ji-xiang Du et al.   NEUROCOMPUTING

Automating Digital Leaf Measurement: The Tooth, the Whole Tooth, and Nothing but the Tooth

(2012) David P. A. Corney et al.   PLoS One

Weed identification using an automated active shape matching (AASM) technique

(2011) Kishore C. Swain et al.   BIOSYSTEMS ENGINEERING

Leaf classification in sunflower crops by computer vision and neural networks

(2011) Juan Ignacio Arribas et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Evaluation of variations in the shape of grain types using principal components analysis of the elliptic Fourier descriptors

(2011) H.K. Mebatsion et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Modified locally linear discriminant embedding for plant leaf recognition

(2011) Shanwen Zhang et al.   NEUROCOMPUTING

Advanced leaf image retrieval via Multidimensional Embedding Sequence Similarity (MESS) method

(2011) F. Fotopoulou et al.   PATTERN ANALYSIS AND APPLICATIONS

Classification of images of wheat, ryegrass and brome grass species at early growth stages using principal component analysis

(2011) Mahmood R Golzarian et al.   Plant Methods

Time to automate identification

(2010) Norman MacLeod et al.   NATURE

Lamina2Shape—An image processing tool for an explicit description of lamina shape tested on winter wheat (Triticum aestivum L.)

(2009) Tino Dornbusch et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Plant leaf identification using Gabor wavelets

(2009) Dalcimar Casanova et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

Image retrieval

(2008) Ritendra Datta et al.   ACM COMPUTING SURVEYS

Computer-assisted tree taxonomy by automated image recognition

(2008) Eric J. Pauwels et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Fractal dimension applied to plant identification

(2008) Odemir Martinez Bruno et al.   INFORMATION SCIENCES

A complex network-based approach for boundary shape analysis

(2008) André Ricardo Backes et al.   PATTERN RECOGNITION

A similarity-based leaf image retrieval scheme: Joining shape and venation features

(2007) Yunyoung Nam et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Utilizing venation features for efficient leaf image retrieval

(2007) JinKyu Park et al.   JOURNAL OF SYSTEMS AND SOFTWARE