Analyzing and modeling real-world phenomena with complex networks: a survey of applications

LF Costa, ON Oliveira Jr, G Travieso… - Advances in …, 2011 - Taylor & Francis
The success of new scientific areas can be assessed by their potential in contributing to new
theoretical approaches and in applications to real-world problems. Complex networks have …

Local patterns to global architectures: influences of network topology on human learning

EA Karuza, SL Thompson-Schill, DS Bassett - Trends in cognitive sciences, 2016 - cell.com
A core question in cognitive science concerns how humans acquire and represent
knowledge about their environments. To this end, quantitative theories of learning processes …

Multiscale distance matrix for fast plant leaf recognition

R Hu, W Jia, H Ling, D Huang - IEEE transactions on image …, 2012 - ieeexplore.ieee.org
In this brief, we propose a novel contour-based shape descriptor, called the multiscale
distance matrix, to capture the shape geometry while being invariant to translation, rotation …

Inter-patient ECG heartbeat classification with temporal VCG optimized by PSO

G Garcia, G Moreira, D Menotti, E Luz - Scientific reports, 2017 - nature.com
Classifying arrhythmias can be a tough task for a human being and automating this task is
highly desirable. Nevertheless fully automatic arrhythmia classification through …

[HTML][HTML] Interactive plant identification based on social image data

A Joly, H Goëau, P Bonnet, V Bakić, J Barbe… - Ecological …, 2014 - Elsevier
Speeding up the collection and integration of raw botanical observation data is a crucial step
towards a sustainable development of agriculture and the conservation of biodiversity …

Classification of medicinal plant leaf image based on multi-feature extraction

HX Kan, L **, FL Zhou - Pattern recognition and image analysis, 2017 - Springer
Medicinal plants are the main source of traditional Chinese medicine (TCM), which provides
the basic protection of human health. The research and application of medicinal plant …

Method of plant leaf recognition based on improved deep convolutional neural network

X Zhu, M Zhu, H Ren - Cognitive Systems Research, 2018 - Elsevier
The identification of plant species mainly depends on the recognition of plant leaf
characteristics. However, most recognition systems show the weak performance on …

Texture analysis and classification: A complex network-based approach

AR Backes, D Casanova, OM Bruno - Information Sciences, 2013 - Elsevier
In this paper, we propose a novel texture analysis method using the complex network theory.
We investigated how a texture image can be effectively represented, characterized and …

A shape-based approach for leaf classification using multiscaletriangular representation

S Mouine, I Yahiaoui, A Verroust-Blondet - Proceedings of the 3rd ACM …, 2013 - dl.acm.org
In this paper we introduce a new multiscale shape-based approach for leaf image retrieval.
The leaf is represented by local descriptors associated with margin sample points. Within …

The imageclef plant identification task 2013

H Goëau, A Joly, P Bonnet, V Bakic… - Proceedings of the 2nd …, 2013 - dl.acm.org
This paper presents a synthesis of ImageCLEF 2013 plant identification task, a system-
oriented testbed dedicated to the evaluation of image-based plant identification …