Saliency detection with color contrast based on boundary information and neighbors
Gespeichert in:
Verfasser / Beitragende:
[Min Xu, Hanling Zhang]
Ort, Verlag, Jahr:
2015
Enthalten in:
The Visual Computer, 31/3(2015-03-01), 355-364
Format:
Artikel (online)
Online Zugang:
| LEADER | caa a22 4500 | ||
|---|---|---|---|
| 001 | 605540454 | ||
| 003 | CHVBK | ||
| 005 | 20210128100911.0 | ||
| 007 | cr unu---uuuuu | ||
| 008 | 210128e20150301xx s 000 0 eng | ||
| 024 | 7 | 0 | |a 10.1007/s00371-014-0930-9 |2 doi |
| 035 | |a (NATIONALLICENCE)springer-10.1007/s00371-014-0930-9 | ||
| 245 | 0 | 0 | |a Saliency detection with color contrast based on boundary information and neighbors |h [Elektronische Daten] |c [Min Xu, Hanling Zhang] |
| 520 | 3 | |a Object-level saliency detection is significant in many computer vision tasks. In this paper, we propose a novel saliency detection model based on color contrast and image boundaries. The saliency of an image is defined as the contrast between the image elements (regions) and image boundaries elements (regions). We consider the saliency in two-stage procedure rather than in one stage. First of all, according to the definition of saliency, we take four boundaries of image into consideration respectively to obtain a combination coarse saliency map. Furthermore, a new energy function based on the coarse saliency map is proposed, which takes the coarse saliency map as input to yield the final full resolution saliency map. Experimental results on two public datasets demonstrate that the proposed model performs better than the state-of-the-art methods. | |
| 540 | |a Springer-Verlag Berlin Heidelberg, 2014 | ||
| 690 | 7 | |a Visual saliency |2 nationallicence | |
| 690 | 7 | |a Color contrast |2 nationallicence | |
| 690 | 7 | |a Energy function |2 nationallicence | |
| 690 | 7 | |a Saliency map |2 nationallicence | |
| 700 | 1 | |a Xu |D Min |u College of Information Science and Engineering, Hunan University, 410000, Changsha, China |4 aut | |
| 700 | 1 | |a Zhang |D Hanling |u College of Information Science and Engineering, Hunan University, 410000, Changsha, China |4 aut | |
| 773 | 0 | |t The Visual Computer |d Springer Berlin Heidelberg |g 31/3(2015-03-01), 355-364 |x 0178-2789 |q 31:3<355 |1 2015 |2 31 |o 371 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/s00371-014-0930-9 |q text/html |z Onlinezugriff via DOI |
| 898 | |a BK010053 |b XK010053 |c XK010000 | ||
| 900 | 7 | |a Metadata rights reserved |b Springer special CC-BY-NC licence |2 nationallicence | |
| 908 | |D 1 |a research-article |2 jats | ||
| 949 | |B NATIONALLICENCE |F NATIONALLICENCE |b NL-springer | ||
| 950 | |B NATIONALLICENCE |P 856 |E 40 |u https://doi.org/10.1007/s00371-014-0930-9 |q text/html |z Onlinezugriff via DOI | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Xu |D Min |u College of Information Science and Engineering, Hunan University, 410000, Changsha, China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Zhang |D Hanling |u College of Information Science and Engineering, Hunan University, 410000, Changsha, China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 773 |E 0- |t The Visual Computer |d Springer Berlin Heidelberg |g 31/3(2015-03-01), 355-364 |x 0178-2789 |q 31:3<355 |1 2015 |2 31 |o 371 | ||