Research on Visual Navigation Technology of Citrus Orchard Based on Improved DeepLabv3+ Model
Abstract
References
Recommendations
Research progress of autonomous navigation technology for multi-agricultural scenes
Highlight- Analyzed the types and characteristics of multi-agricultural scenes.
- Summarized the principles and models of agricultural autonomous navigation technology.
- Summarized the agricultural autonomous navigation system and its ...
AbstractDue to the increasing demand for food, the global shortage of agricultural labor and the reduction in the utilization of agricultural resources, the demand for agricultural autonomous navigation technology and equipment has become increasingly ...
Detecting Citrus in Orchard Environment by Using Improved YOLOv4
Real-time detection of fruits in orchard environments is one of crucial techniques for many precision agriculture applications, including yield estimation and automatic harvesting. Due to the complex conditions, such as different growth periods and ...
Navigation system for orchard spraying robot based on 3D LiDAR SLAM with NDT_ICP point cloud registration
Highlights- Proposed an autonomous navigation scheme for orchard spraying robots based on multi-sensor devices and the 3D LiDAR SLAM technology.
- Improved the hdl_graph_slam algorithm, where point cloud registration combined NDT and ICP.
- ...
AbstractAutonomous navigation of orchard spraying robots can effectively improve operational efficiency and reduce workload. The conventional robot navigation solutions based on the Global Navigation Satellite System (GNSS) are susceptible to signal loss ...
Comments
Information & Contributors
Information
Published In
![cover image ACM Other conferences](/cms/asset/97e462e4-fce7-48ba-b6f0-51e3726475e8/3653804.cover.jpg)
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Check for updates
Qualifiers
- Research-article
- Research
- Refereed limited
Conference
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 4Total Downloads
- Downloads (Last 12 months)4
- Downloads (Last 6 weeks)3
Other Metrics
Citations
View Options
Get Access
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign inFull Access
View options
View or Download as a PDF file.
PDFeReader
View online with eReader.
eReaderHTML Format
View this article in HTML Format.
HTML Format