Area of research
Plant Science · Analytical Chemistry
Research interest
Research focused on Artificial intelligence and Multispectral image, with related work in Remote sensing, Robot, Robustness (evolution). Notable publications include 'Key technologies of machine vision for weeding robots: A review and benchmark', 'SLViT: Shuffle-convolution-based lightweight Vision transformer for effective diagnosis of sugarcane leaf diseases', and 'Banana Fusarium Wilt Disease Detection by Supervised and Unsupervised Methods from UAV-Based Multispectral Imagery'.
Automatic 3D Plant Organ Instance Segmentation Method Based on PointNeXt and Quickshift++
SugarcaneGAN: A novel dataset generating approach for sugarcane leaf diseases based on lightweight hybrid CNN-Transformer network
Sugarcane disease recognition through visible and near-infrared spectroscopy using deep learning assisted continuous wavelet transform-based spectrogram
WeedNet-R: a sugar beet field weed detection algorithm based on enhanced RetinaNet and context semantic fusion
Visible and near-infrared spectroscopic determination of sugarcane chlorophyll content using a modified wavelength selection method for multivariate calibration
New approach for sugarcane disease recognition through visible and near-infrared spectroscopy and a modified wavelength selection method using machine learning models
Fast Recognition and Counting Method of Dragon Fruit Flowers and Fruits Based on Video Stream
Key technologies of machine vision for weeding robots: A review and benchmark
SLViT: Shuffle-convolution-based lightweight Vision transformer for effective diagnosis of sugarcane leaf diseases
Banana Fusarium Wilt Disease Detection by Supervised and Unsupervised Methods from UAV-Based Multispectral Imagery
Sugarcane Nitrogen Concentration and Irrigation Level Prediction Based on UAV Multispectral Imagery
Identification and Counting of Sugarcane Seedlings in the Field Using Improved Faster R-CNN
Banana plant counting and morphological parameters measurement based on terrestrial laser scanning
Estimation of chlorophyll distribution in banana canopy based on RGB-NIR image correction for uneven illumination
Banana Pseudostem Width Detection Based on Kinect V2 Depth Sensor
Integrate MSRCR and Mask R-CNN to Recognize Underwater Creatures on Small Sample Datasets
Feasibility study on Huanglongbing (citrus greening) detection based on WorldView-2 satellite imagery