Salient edge and region aware image retargeting

Wang, Weiwei; Zhai, Dong Lin; Li, Tao; Feng, Xiangchu

doi:10.1016/j.image.2014.08.001

Cited by 11 publications

(2 citation statements)

References 27 publications

(39 reference statements)

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“…After calculating image importance map, they employ the improved seam carving [14] for retargeting. Wang et al [26] presented salient edge and region aware image retargeting (SERAR) method, by decomposing an image into a cartoon and a texture part to provide the reliable salient edges from cartoon part. Based on the proposed image importance map, they modified the seam carving to avoid distorting the geometric structures.…”

Section: Related Workmentioning

confidence: 99%

Content-aware media retargeting based on deep importance map

Le¹,

Lin²,

Dong³

et al. 2021

Preprint

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We present a neural network to estimate the visual information of important pixels in image and video, which is used in content-aware media retargeting applications. Existing techniques are successful in proposing retargeting methods. Yet, the serious distortion and the shrunk problem in the retargeted results still need to be investigated due to the limitations in the methods used to analyze visual attention. To accomplish this, we propose a network to define the importance map, which is sufficient to describe the energy of the significant regions in image/video. With this strategy, more ideal results are obtained from our system. Besides, the objective evaluation presented in this paper shows that our media retargeting system can achieve better and more plausible results than those of other works. In addition, our proposed importance map performs well in the enlarge operator and on the "difficult-to-resize" images.

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Section: Related Workmentioning

confidence: 99%

Content-aware media retargeting based on deep importance map

Le¹,

Lin²,

Dong³

et al. 2021

Preprint

View full text Add to dashboard Cite

show abstract

“…The energy map calculation is kept simpler. However, one can go for energy map calculation focusing on face detection, depth ordering, object semantics, 3D saliency or other higher level cues as proposed in earlier works on image retargeting [1, 27, 33, 50–53].…”

Section: Accelerated Seam Carvingmentioning

confidence: 99%