Is the current state of the art of weed monitoring suitable for site‐specific weed management in arable crops?
Weed monitoring is the first step in any site‐specific weed management programme. A
relatively large variety of platforms, cameras, sensors and image analysis procedures are …
relatively large variety of platforms, cameras, sensors and image analysis procedures are …
An instance-based learning approach for thresholding in crop images under different outdoor conditions
We propose an instance-based learning approach for segmentation of crop images. The
method proposed is able to automatically discriminate the green textures (crop and weeds) …
method proposed is able to automatically discriminate the green textures (crop and weeds) …
Automatic detection of crop rows in maize fields with high weeds pressure
This paper proposes a new method, oriented to crop row detection in images from maize
fields with high weed pressure. The vision system is designed to be installed onboard a …
fields with high weed pressure. The vision system is designed to be installed onboard a …
Automated robust crop-row detection in maize fields based on position clustering algorithm and shortest path method
X Zhang, X Li, B Zhang, J Zhou, G Tian, Y ** rapidly and is of great significance to improve agricultural
automation. The most important issue involved in visual navigation is extracting a guidance …
automation. The most important issue involved in visual navigation is extracting a guidance …
Automatic expert system based on images for accuracy crop row detection in maize fields
This paper proposes an automatic expert system for accuracy crop row detection in maize
fields based on images acquired from a vision system. Different applications in maize …
fields based on images acquired from a vision system. Different applications in maize …
Automatic detection of crop rows based on multi-ROIs
This paper presents a new automatic and robust crop rows detection algorithm for a vision-
based agricultural machinery guidance system. The algorithm consists of five steps: gray …
based agricultural machinery guidance system. The algorithm consists of five steps: gray …
Curved and straight crop row detection by accumulation of green pixels from images in maize fields
This study proposes a new method for detecting curved and straight crop rows in images
captured in maize fields during the initial growth stages of crop and weed plants. The …
captured in maize fields during the initial growth stages of crop and weed plants. The …
A novel approach for weed type classification based on shape descriptors and a fuzzy decision-making method
An important objective in weed management is the discrimination between grasses
(monocots) and broad-leaved weeds (dicots), because these two weed groups can be …
(monocots) and broad-leaved weeds (dicots), because these two weed groups can be …