Plant species identification using computer vision techniques: a systematic literature review

J Wäldchen, P Mäder - Archives of computational methods in engineering, 2018‏ - Springer
Species knowledge is essential for protecting biodiversity. The identification of plants by
conventional keys is complex, time consuming, and due to the use of specific botanical …

A review of visual descriptors and classification techniques used in leaf species identification

KK Thyagharajan, I Kiruba Raji - Archives of Computational Methods in …, 2019‏ - Springer
Plants are fundamentally important to life. Key research areas in plant science include plant
species identification, weed classification using hyper spectral images, monitoring plant …

Urban street tree dataset for image classification and instance segmentation

T Yang, S Zhou, Z Huang, A Xu, J Ye, J Yin - Computers and Electronics in …, 2023‏ - Elsevier
Tree species identification and tree organ segmentation using images are challenging
problems that are useful in many forestry-related tasks. In this paper, the urban street tree …

Plant species identification from occluded leaf images

A Chaudhury, JL Barron - IEEE/ACM transactions on …, 2018‏ - ieeexplore.ieee.org
We present an approach to identify the plant species from the contour information from
occluded leaf image using a database of full plant leaves. Although contour based 2D shape …

Leaf classification on Flavia dataset: a detailed review

SU Ahmed, J Shuja, MA Tahir - Sustainable Computing: Informatics and …, 2023‏ - Elsevier
For decades, vision scientists have contemplated the topic of plant species classification. As
plants are of great importance to medicinal research, they are utilized in a wide range of …

Detecting agglomeration patterns on solid propellant surface via a new curvature-based multiscale method

TG Decker, RW Devillers, S Gallier - Acta Astronautica, 2023‏ - Elsevier
In this article, a new algorithm detecting particles and aggregates on the surface of a burning
solid propellant containing inert particles is presented. Shadowgraphy images are captured …

Leaf margins as sequences: A structural approach to leaf identification

G Cerutti, L Tougne, D Coquin, A Vacavant - Pattern Recognition Letters, 2014‏ - Elsevier
In the context of an automated leaf identification process, the use of thorough leaf margin
descriptors is essential given the importance of this criterion in the determination of the …

Automated classification of tropical shrub species: a hybrid of leaf shape and machine learning approach

M Murat, SW Chang, A Abu, HJ Yap, KT Yong - PeerJ, 2017‏ - peerj.com
Plants play a crucial role in foodstuff, medicine, industry, and environmental protection. The
skill of recognising plants is very important in some applications, including conservation of …

Image-based plant recognition by fusion of multimodal information

JC Liu, CY Chiang, S Chen - 2016 10th international …, 2016‏ - ieeexplore.ieee.org
Plant identification is a difficult task, even though people can seek for help from various plant
illustrated books, web resources and mobile apps. This paper proposes to automatically …

Plant specie classification using sinuosity coefficients of leaves

JR Kala, S Viriri - Image Analysis and Stereology, 2018‏ - ias-iss.org
Forests are the lungs of our planet. Conserving the plants may require the development of
an automated system that will identify plants using leaf features such as shape, color, and …