Remote sensing image location based on improved Yolov7 target detection

• Published in: Pattern analysis and applications : PAA Vol. 27; no. 2
• Main Authors: Li, Cui, Wang, Jiao
• Format: Journal Article
• Language: English
• Published: London Springer London 01.06.2024; Springer Nature B.V
• Subjects: Accuracy; Artificial neural networks; Computer Science; Computer vision; Datasets; Face recognition; Leak detection; Object recognition; Pattern Recognition; Remote sensing; Sensitivity enhancement; Survey; Target detection; Remote sensing image; Upgraded Yolov7; SIOU; Target detection; GAM attention mechanism

Target detection, as a core issue in the field of computer vision, is widely applied in many key areas such as face recognition, license plate recognition, security protection, and driverless driving. Although its detection speed and accuracy continue to break records, there are still many challenge...