Esophageal cancer detection based on classification of gastrointestinal CT images using improved Faster RCNN
Sign Up to like & getrecommendations! Published in 2021 at "Computer methods and programs in biomedicine"
DOI: 10.1016/j.cmpb.2021.106172
Abstract: PURPOSE Esophageal cancer is a common malignant tumor in life, which seriously affects human health. In order to reduce the work intensity of doctors and improve detection accuracy, we proposed esophageal cancer detection using deep… read more here.
Keywords: esophageal cancer; faster rcnn; detection; cancer detection ... See more keywords
Multiple Diseases and Pests Detection Based on Federated Learning and Improved Faster R-CNN
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3201937
Abstract: Traditional disease and pest detection technology employ cloud-based deep learning, which facing the pressures, such as high data storage and communication costs, unbalanced and insufficient data from orchards, diversity of pests and diseases, and complex… read more here.
Keywords: federated learning; faster cnn; detection; based federated ... See more keywords
Detection Method Based on Image Enhancement and an Improved Faster R-CNN for Failed Satellite Components
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3237809
Abstract: The components detection of a failed satellite is an important work in space on-orbit service. However, the current detection methods for failed satellite components do not consider the effects of low illumination and small targets… read more here.
Keywords: satellite components; faster cnn; detection; image enhancement ... See more keywords
Fabric defect detection based on transfer learning and improved Faster R-CNN
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Engineered Fibers and Fabrics"
DOI: 10.1177/15589250221086647
Abstract: Fabric defect detection is an important quality inspection process in the textile industry. A fabric defect detection system based on transfer learning and an improved Faster R-CNN is proposed to solve the problems of low… read more here.
Keywords: fabric defect; faster cnn; defect detection; transfer learning ... See more keywords
Detection of Insulators on Power Transmission Line Based on an Improved Faster Region-Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2022 at "Algorithms"
DOI: 10.3390/a15030083
Abstract: Detecting insulators on a power transmission line is of great importance for the safe operation of power systems. Aiming at the problem of the missed detection and misjudgment of the original feature extraction network VGG16… read more here.
Keywords: power; improved faster; power transmission; network ... See more keywords
Driver Emotions Recognition Based on Improved Faster R-CNN and Neural Architectural Search Network
Sign Up to like & getrecommendations! Published in 2022 at "Symmetry"
DOI: 10.3390/sym14040687
Abstract: It is critical for intelligent vehicles to be capable of monitoring the health and well-being of the drivers they transport on a continuous basis. This is especially true in the case of autonomous vehicles. To… read more here.
Keywords: recognition; driver; faster cnn; model ... See more keywords