Ming Yu, Jijun Zhang, Yingchun Guo, Meng Zhang, Dan Wang. Image Aesthetics Retargeting Algorith Based on Multi-Level Attention Fusion[J]. Laser & Optoelectronics Progress, 2021, 58(24): 2410002
- Laser & Optoelectronics Progress
- Vol. 58, Issue 24, 2410002 (2021)
Fig. 1. Flowchart of image aesthetic retargeting based on attention fusion
Fig. 2. Fusion of importance maps. (a) Original images; (b) aesthetic feature maps; (c) Esal; (d) fusions of Egrad ; (e) importance maps
Fig. 3. Image retargeting process based on the energy transfer
Fig. 4. Seven retargeting results for different type of images. (a) With a single large subject; (b) with a complex background; (c) with multiple subjects; (d) with complex subject objects
Fig. 5. Results of ablation experiments. (a) Original images; (b) important map + gradient and straight-line map; (c) aesthetic feature map + important map + gradient and straight-line map
|
Table 1. Comparison of between proposed method and mainstream methods
|
Table 2. Objective evaluation results of 4 images
|
Table 3. Subjective evaluation statistics
|
Table 4. Objective evaluation statistics
Set citation alerts for the article
Please enter your email address
© Copyright 2018-2021 | Chinese Laser Press. All Rights Reserved 沪ICP备15018463号-20