Laser & Optoelectronics Progress, Volume. 60, Issue 12, 1210002(2023)
Intelligent Detection Algorithm for Small Targets Based on Super-Resolution Reconstruction
Fig. 1. Entire flow diagram
Fig. 2. Image blocking. (a) Direct blocking; (b) overlap blocking
Fig. 3. Schematic of overlap block. (a) Schematic of edge image; (b) schematic of middle image
Fig. 4. Structure map of SR sharpening module
Fig. 5. Multi-scale sharpening target detection model. (a) Overall model; (b) structure of added layer
Fig. 6. Model of edge detection sharpening
Fig. 7. Reconstruction results of each model. (a) Scaling factor of ×2; (b) scaling factor of ×4; (c) scaling factor of ×8
Fig. 8. Visual comparison of target detection effect
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Xinyue Cai, Yang Zhou, Xiaofei Hu, Lü Liang, Luying Zhao, Yangzhao Peng. Intelligent Detection Algorithm for Small Targets Based on Super-Resolution Reconstruction[J]. Laser & Optoelectronics Progress, 2023, 60(12): 1210002
Category: Image Processing
Received: Mar. 4, 2022
Accepted: May. 31, 2022
Published Online: Jun. 5, 2023
The Author Email: Zhou Yang (zhouyang3d@163.com)