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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Ming Lv

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Open access Aug 2026

CGWT-DETR: Context-Guided Wavelet Transform DETR for Small Object Detection in Aerial RGB and Thermal Infrared Imagery

Small object detection (SOD) is a crucial research area in the field of computer vision. It poses significant challenges due to variations in scale, dense objects, limited target resolution, and a complex background. To achieve real-time detection, existing methods typically focus on local feature extraction and employ...

Shahzad Hussain, Iqra Mumtaz, Usman Ahmad et al. · 0 citations
2026

Remote Sensing Object Detection Based on Detail-Semantic Decoupling and Multiscale Coordinate-Guided Semantic Enhancement

Due to the severe scale variation of targets in remote sensing images, the dense distribution of objects, and the fact that many small targets occupy only a very limited number of pixels, existing detection methods are prone to losing shallow details and suffering from insufficient low-level semantic representation dur...

Fa-Quan Song, Wu Le, Ming Lv et al. · 1 citation

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