AIMC Topic: Agriculture

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A Single Image Deep Learning Approach to Restoration of Corrupted Landsat-7 Satellite Images.

Sensors (Basel, Switzerland) Nov 28, 2022
Remote sensing is increasingly recognized as a convenient tool with a wide variety of uses in agriculture. Landsat-7 has supplied multi-spectral imagery of the Earth's surface for more than 4 years and has become an important data source for a large ...
Deep Learning Agriculture Satellite Imagery Telemetry Imagery, Psychotherapy
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Detection of Green Asparagus Using Improved Mask R-CNN for Automatic Harvesting.

Sensors (Basel, Switzerland) Nov 28, 2022
Advancements in deep learning and computer vision have led to the discovery of numerous effective solutions to challenging problems in the field of agricultural automation. With the aim to improve the detection precision in the autonomous harvesting ...
Neural Networks, Computer Algorithms Agriculture Vegetables Automation
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Automatic Classification Service System for Citrus Pest Recognition Based on Deep Learning.

Sensors (Basel, Switzerland) Nov 18, 2022
Plant diseases are a major cause of reduction in agricultural output, which leads to severe economic losses and unstable food supply. The citrus plant is an economically important fruit crop grown and produced worldwide. However, citrus plants are ea...
Deep Learning Agriculture Fruit Plant Diseases Citrus
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Structural Optimisation and Design of a Cable-Driven Hyper-Redundant Manipulator for Confined Semi-Structured Environments.

Sensors (Basel, Switzerland) Nov 9, 2022
Structural optimisation of robotic manipulators is critical for any manipulator used in confined semi-structured environments, such as in agriculture. Many robotic manipulators utilised in semi-structured environments retain the same characteristics ...
Agriculture Robotics Environment
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Livestock Identification Using Deep Learning for Traceability.

Sensors (Basel, Switzerland) Oct 28, 2022
Farm livestock identification and welfare assessment using non-invasive digital technology have gained interest in agriculture in the last decade, especially for accurate traceability. This study aimed to develop a face recognition system for dairy f...
Humans Female Animals Livestock Farms Deep Learning Cattle Agriculture Dairying
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Exploring the role of green and Industry 4.0 technologies in achieving sustainable development goals in food sectors.

Food research international (Ottawa, Ont.) Oct 20, 2022
In recent years, the rapid increase in the global population, the challenges associated with climate change, and the emergence of new pandemics have all become major threats to food security worldwide. Consequently, innovative solutions are urgently ...
Artificial Intelligence Agriculture Sustainable Development Food Technology Food
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Deep Learning in Controlled Environment Agriculture: A Review of Recent Advancements, Challenges and Prospects.

Sensors (Basel, Switzerland) Oct 19, 2022
Controlled environment agriculture (CEA) is an unconventional production system that is resource efficient, uses less space, and produces higher yields. Deep learning (DL) has recently been introduced in CEA for different applications including crop ...
Neural Networks, Computer Deep Learning Agriculture Environment, Controlled
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Adaptive Multi-ROI Agricultural Robot Navigation Line Extraction Based on Image Semantic Segmentation.

Sensors (Basel, Switzerland) Oct 11, 2022
Automated robots are an important part of realizing sustainable food production in smart agriculture. Agricultural robots require a powerful and precise navigation system to be able to perform tasks in the field. Aiming at the problems of complex ima...
Image Processing, Computer-Assisted Agriculture Robotics Crops, Agricultural Semantics
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Transformer and group parallel axial attention co-encoder for medical image segmentation.

Scientific reports Sep 27, 2022
U-Net has become baseline standard in the medical image segmentation tasks, but it has limitations in explicitly modeling long-term dependencies. Transformer has the ability to capture long-term relevance through its internal self-attention. However,...
Neural Networks, Computer Image Processing, Computer-Assisted Agriculture
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Deep Intelligence-Driven Efficient Forecasting for the Agriculture Economy of Computational Social Systems.

Computational intelligence and neuroscience Sep 27, 2022
In the vision of smart cities, everything is highly connected with the aid of computational intelligence. Therefore, the cyber-physical society has been named a computational social system for a long time. Due to the high relation with vast populatio...
Neural Networks, Computer Forecasting Cities Agriculture Intelligence
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