Xuegang Luo, Junrui Lü, Zhenming Peng. Recent Research Progress of Superpixel Segmentation and Evaluation[J]. Laser & Optoelectronics Progress, 2019, 56(9): 090005
- Laser & Optoelectronics Progress
- Vol. 56, Issue 9, 090005 (2019)
Fig. 1. Overall process of DES algorithm
Fig. 2. Region update strategy for KMM algorithm. (a) Positions of superpixels C1 and C2 after t iterations; (b) movement of center point; (c) region update
Fig. 3. Overall processing process of CAS
Fig. 4. Difference between circular metric and SRC metric. (a) Example of circular metric; (b) example of SRC metric
Fig. 5. Comparison of BR values of algorithms under different numbers of superpixels
Fig. 6. Comparison of UER values of algorithms under different numbers of superpixels
Fig. 7. Comparison of CO values of algorithms under different numbers of superpixels
Fig. 8. Image segmentation results with strong regularity structure by several algorithms (about 300 superpixels). (a) Original image; (b) LSC; (c) SNIC; (d) DBSCAN; (e) FLIC; (f) CAS; (g) GMMS; (h) MBS; (i) SCALP
Fig. 9. Image segmentation results with rich texture structure by several algorithms (about 500 superpixels).(a) Original image; (b) LSC; (c) SNIC; (d) DBSCAN; (e) FLIC; (f) CAS; (g) GMMS; (h) MBS; (i) SCALP
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