Plant plays an important role in agricultural, industrial, medicine, environmental and
ecological protection. Recently, with global warming, biodiversity loss, rapid urban …

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 …

A system for recognition of woody species in Central Europe according to the images of their
leaves is described. Our own data set, which includes 151 species at this moment, with at …

Plant recognition is closely related to people's life. The operation of the traditional plant
identification method is complicated, and is unfavorable for popularization. The rapid …

Plants play a crucial role in the lives of all living things. A risk of extinction exists for many
plants, hence many botanists and scientists are working in order to protect plants and plant …

Taxonomic studies of leaves are one of the most effective means of correctly identifying plant
species. In this paper, mixed activation function is used to improve the ResNet50 network in …

As an indispensable organism in nature, plants play an essential role in the ecological
equilibrium. Ecological plant protection is also receiving increasing attention. In today's …

This paper presents a novel approach to classify the leaf shape and to identify plant species
using venation detection. The proposed approach consists of five main steps to extract the …

Modern description methods are used for plant classification through leaf recognition. These
methods usually include color transformation, feature detection and description, dimension …

Due to the complexity and similarity of plant leaves, it is very important to study an effective
leaf-feature extraction method to improve the recognition rate of plant leaves. We study five …