Plant leaf identification based on shape and convolutional features

H Wu, L Fang, Q Yu, J Yuan, C Yang - Expert Systems with Applications, 2023 - Elsevier
Plant leaf identification is an important and challenging issue in botany and image analysis.
This is because leaves of the same class exhibit very large differences, and leaves of …

Symmetric binary tree based co-occurrence texture pattern mining for fine-grained plant leaf image retrieval

X Chen, B Wang, Y Gao - Pattern Recognition, 2022 - Elsevier
Leaf image patterns have been actively researched for plant species recognition. However,
as a very challenging fine-grained pattern identification issue, cultivar recognition in which …

Fusing deep learning features of triplet leaf image patterns to boost soybean cultivar identification

B Wang, H Li, J You, X Chen, X Yuan, X Feng - Computers and Electronics …, 2022 - Elsevier
Soybean cultivar recognition plays a vital role in cultivar evaluation, selection and
production. Recently, there is an increasing interest in taking leaf image patterns as clues for …

Fan-beam binarization difference projection (FB-BDP): A novel local object descriptor for fine-grained leaf image retrieval

X Chen, B Wang, Y Gao - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
Fine-grained leaf image retrieval (FGLIR) aims to search similar leaf images in subspecies
level which involves very high interclass visual similarity and accordingly poses great …

Review of plant leaf recognition

Z Wang, J Cui, Y Zhu - Artificial Intelligence Review, 2023 - Springer
Plants can be seen everywhere in daily life and are closely connected with our lives. The
recognition and classification of plants are of great significance to ecological and …

Composite descriptor based on contour and appearance for plant species identification

H Wu, L Fang, Q Yu, C Yang - Engineering Applications of Artificial …, 2024 - Elsevier
In this paper, we propose an effective composite descriptor combining contour and
appearance features for plant species identification. The composite descriptor uses two …

Deep-Morpho Algorithm (DMA) for medicinal leaves features extraction

JG Thanikkal, AK Dubey, MT Thomas - Multimedia Tools and Applications, 2023 - Springer
Presently, for the identification and classification of images, various deep learning
techniques are being used. In these techniques, the whole image is considered to produce …

Fast shape recognition via a bi-level restraint reduction of contour coding

Z Li, B Guo, F Meng, B Jiang - The Visual Computer, 2024 - Springer
Shape recognition is an active research topic in the field of computer vision and graphic
computing. Nevertheless, existing methods are still poor in accuracy and efficiency in some …

[HTML][HTML] An Effective Plant Recognition Method with Feature Recalibration of Multiple Pretrained CNN and Layers

D Zhou, X Ma, S Feng - Applied Sciences, 2023 - mdpi.com
Current existing methods are either not very discriminative or too complex. In this work, an
effective and very simple plant recognition method is proposed. The main innovations of our …

[HTML][HTML] Interior distance ratio to a regular shape for fast shape recognition

Z Li, B Guo, C Li - Symmetry, 2022 - mdpi.com
A fast shape recognition method based on regular graphic is proposed in this paper. It is the
Interior Distance Ratio to a regular Shape (minimum bounding rectangle (MBR) or minimum …