Tomato leaf segmentation algorithms for mobile phone applications using deep learning

LC Ngugi, M Abdelwahab, M Abo-Zahhad - Computers and Electronics in …, 2020 - Elsevier
Leaf disease recognition using image processing techniques is currently a hot research
topic. High disease recognition accuracies have been reported in literature particularly in …

[HTML][HTML] Image based leaf segmentation and counting in rosette plants

JP Kumar, S Domnic - Information processing in agriculture, 2019 - Elsevier
This paper proposes an efficient method to extract the leaf region and count the number of
leaves in digital plant images. The plant image analysis plays a significant role in viable and …

[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 …

Lifeclef plant identification task 2014

H Goëau, A Joly, P Bonnet, S Selmi, JF Molino… - CLEF: Conference and …, 2014 - hal.science
The LifeCLEFs plant identication task provides a testbed for a system-oriented evaluation of
plant identication about 500 species trees and herbaceous plants. Seven types of image …

[HTML][HTML] Image-based plant phenoty** with incremental learning and active contours

M Minervini, MM Abdelsamea, SA Tsaftaris - Ecological Informatics, 2014 - Elsevier
Plant phenoty** investigates how a plant's genome, interacting with the environment,
affects the observable traits of a plant (phenome). It is becoming increasingly important in …

LifeCLEF 2015: multimedia life species identification challenges

A Joly, H Goëau, H Glotin, C Spampinato… - Experimental IR Meets …, 2015 - Springer
Using multimedia identification tools is considered as one of the most promising solutions to
help bridging the taxonomic gap and build accurate knowledge of the identity, the …

Understanding leaves in natural images–a model-based approach for tree species identification

G Cerutti, L Tougne, J Mille, A Vacavant… - Computer Vision and …, 2013 - Elsevier
With the aim of elaborating a mobile application, accessible to anyone and with educational
purposes, we present a method for tree species identification that relies on dedicated …

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 …

3-D histogram-based segmentation and leaf detection for rosette plants

JM Pape, C Klukas - Computer Vision-ECCV 2014 Workshops: Zurich …, 2015 - Springer
Recognition and segmentation of plant organs like leaves is one of the major challenges in
digital plant phenoty**. Here we present a 3-D histogram-based segmentation and …

Plant identification in an open-world (lifeclef 2016)

H Goëau, P Bonnet, A Joly - CLEF: Conference and Labs of the …, 2016 - hal.science
The LifeCLEF plant identification challenge aims at evaluating plant identification methods
and systems at a very large scale, close to the conditions of a real-world biodiversity …