Non-Uniform Image Segmentation Based on Adaptive Region Fitting

Yunhong Li; Lan Yao; Jie Ren; Xuemin Luo; Dengfei Ma; Jiaojiao Duan

doi:10.3788/LOP202259.1810008

[1] Li Y H, Zhang Q M, Zhou X J et al. Watershed image segmentation algorithm based on morphology and region merging[J]. Computer Engineering and Applications, 56, 190-195(2020).

[2] Li Y H, Bi Y D, Zhang W C et al. Multi-scale anisotropic Gaussian kernels for image edge detection[J]. IEEE Access, 8, 1803-1812(2020).

[3] Priyadharsini R, Sharmila T S. Object detection in underwater acoustic images using edge based segmentation method[J]. Procedia Computer Science, 165, 759-765(2019).

[4] Lian J H, Jia K L, Li Y H et al. Area segmentation of images using watershed and anisotropic Gaussian kernels[J]. International Journal of Pattern Recognition and Artificial Intelligence, 33, 1954012(2019).

[5] Wang Y T, Li Q. Terahertz holographic reconstructed image segmentation based on optimized region growth by evolutionary algorithm[J]. Chinese Journal of Lasers, 47, 0814003(2020).

[6] Zhu Z L, Dong J B, Li M L et al. Generalized fuzzy C-means for image segmentation based on adaptive weighted image patch[J]. Laser & Optoelectronics Progress, 57, 241006(2020).

[7] Duan M Y, Lu Y J, Su Y. Image segmentation method based on dual feature Markov random field[J]. Laser & Optoelectronics Progress, 57, 221014(2020).

[8] Lei T, Zhang X, Jia X H et al. Research progress on image segmentation based on fuzzy clustering[J]. Acta Electronica Sinica, 47, 1776-1791(2019).

[9] Chan T F, Vese L A. Active contours without edges[J]. IEEE Transactions on Image Processing, 10, 266-277(2001).

[10] Li C M, Kao C Y, Gore J C et al. Implicit active contours driven by local binary fitting energy[C](2007).

[11] Li H Y, Tang X. Image segmentation algorithm based on combination of clustering analysis and active contour model[J]. Journal of Jilin University (Science Edition), 57, 896-902(2019).

[12] Wang Y, Duan Y X. Active contour model based on local entropy fitting energy and global information[J]. Computer Engineering, 45, 207-213, 221(2019).

[13] Cai Q, Liu H Y, Qian Y M et al. Local and global active contour model for image segmentation with intensity inhomogeneity[J]. IEEE Access, 6, 54224-54240(2018).

[14] Zhao F Z, Liang H Y, Wu X L et al. Active contour segmentation model based on local and global Gaussian fitting[J]. Laser & Optoelectronics Progress, 54, 051006(2017).

[15] Li X, Liu H R, Xing Y. A hybride active contour model driven by global and local image information[J]. Neural Processing Letters, 50, 989-1003(2019).

[16] Memon A A, Niaz A, Soomro S et al. Hybrid SPF and KD operator-based active contour model for image segmentation[J]. IEEE Access, 8, 198368-198383(2020).