Gamma correction FCM algorithm with conditional spatial information for image segmentation |
Liu, Yang
(College of Computer Science and Technology, Jilin University)
Chen, Haipeng (College of Computer Science and Technology, Jilin University) Shen, Xuanjing (College of Computer Science and Technology, Jilin University) Huang, Yongping (College of Computer Science and Technology, Jilin University) |
1 | Richang Hong, Zhenzhen Hu, Ruxin Wang, Meng Wang and Dacheng Tao. "Multi-View Object Retrieval via Multi-Scale Topic Models," IEEE Transactions on Image Processing, vol. 25, no. 12, pp. 5814-5827, December, 2016. DOI |
2 | C. Cocosco. "Brainweb: Online interface to a 3D MRI simulated brain database," NeuroImage. vol. 5, pp. 425, 1997. |
3 | J. C. Bezdek. "Cluster validity with fuzzy sets," Journal of Cybernetics, vol. 3, no. 3, pp. 58-73, 1973. DOI |
4 | Shi Jiao, Lei Yu, Zhou Ying and Gong Maoguo. "Enhanced rough-fuzzy c-means algorithm with strict rough sets properties," Applied Soft Computing, vol. 46, pp. 827-850, September, 2016. DOI |
5 | J. C. Bezdek. "Mathematical models for systematics and taxonomy," in Proc. of eighth international conference on numerical taxonomy, vol. 3, pp. 143-166, January, 1975. |
6 | Peng Bo, Zhang Lei and Zhang David. "A survey of graph theoretical approaches to image segmentation," Pattern Recognition, vol. 46, no. 3, pp. 1020-1038, March, 2013. DOI |
7 | M. A. Balafar, A. R. Ramli, M. I. Saripan and S. Mashohor. "Review of brain MRI image segmentation methods," Artificial Intelligence Review, vol. 33, no. 3, pp. 261-274, January, 2010. DOI |
8 | Kashif Hussain Memon and Dong-Ho Lee. "Generalised kernel weighted fuzzy C-means clustering algorithm with local information," Fuzzy Sets and Systems, vol. 340, no. 1, pp. 91-108, June, 2018. DOI |
9 | Hong Richang, Li Lei, Cai Junjie and Tao Dapeng. "Coherent Semantic-Visual Indexing for Large-Scale Image Retrieval in the Cloud," IEEE Transactions on Image Processing, vol. 26, no. 9, pp. 4128-4138, September, 2017. DOI |
10 | Zhu Hongqing and Pan Xu. "Robust fuzzy clustering using nonsymmetric student׳s t, finite mixture model for MR image segmentation," Neurocomputing, vol. 175(PA), pp. 500-514, January, 2016. DOI |
11 | Qian Pengjiang, Zhao Kaifa, Jiang Yizhang, Su Kuanhao and Deng Zhaohong. "Knowledge-Leveraged Transfer Fuzzy C-Means for Texture Image Segmentation with Self-Adaptive Cluster Prototype Matching," Knowledge-Based Systems, vol.130, pp. 33-50, August, 2017. DOI |
12 | Jose L. Salmeron, Antonio Ruiz-Celma and Angel Mena. "Learning FCMs with multi-local and balanced memetic algorithms for forecasting industrial drying processes," Neurocomputing, vol. 232, pp. 52-57, April, 2017. DOI |
13 | L. Szilagyi, Z. Benyo, S. M. Szilagyi and H. S. Adam. "MR brain image segmentation using an enhanced fuzzy c-means algorithm," in Proc. of IEEE conf. on Engineering in Medicine and Biology Society, vol. 1, pp. 724-726, September 17-21, 2003. |
14 | Chuxiong Sun and Xiangzhi Bai. "Cell segmentation based on spatial information improved intuitionistic fcm combined with FOPSO," in Proc. of IEEE Conf. on Image Processing, pp. 4457-4461, September 17-20, 2017. |
15 | Yong Yang, Ch Zheng and Pan Lin. "Fuzzy C-means clustering algorithm with a novel penalty term for image segmentation," Opto-electronics Review, vol. 13, no. 4, pp. 309-315, January, 2005. |
16 | Songcan Chen and Daoqiang Zhang. "Robust image segmentation using FCM with spatial constraints based on new kernel-induced distance measure," IEEE Transactions on Systems Man & Cybernetics Part B Cybernetics A Publication of the IEEE Systems Man & Cybernetics Society, vol. 34, no. 4, pp. 1907-1916, August, 2004. DOI |
17 | K. S. Chuang, H. L. Tzeng, S. Chen and Jay Wu. "Fuzzy c-means clustering with spatial information for image segmentation," computerized medical imaging and graphics, vol. 30, no. 1, pp. 9-15, January, 2006. DOI |
18 | Ji Zexuan, Xia Yong, Chen Qiang and Sun Quansen. "Fuzzy c-means clustering with weighted image patch for image segmentation," Applied soft computing, vol. 12, no. 6, pp. 1659-1667, June, 2012. DOI |
19 | Bai Xiangzhi, Chen Zhiguo, Zhang Yu and Liu Zhaoying. "Infrared ship target segmentation based on spatial information improved fcm," IEEE transactions on cybernetics, vol. 46, no. 12, pp. 3259-3271, December, 2016. DOI |
20 | M. N. Ahmed, S. M. Yamany, N. Mohamed, A. A. Farag and T. Moriarty. "A modified fuzzy c-means algorithm for bias field estimation and segmentation of MRI data," IEEE transactions on medical imaging, vol. 21, no. 3, pp. 193-199, March, 2002. DOI |
21 | Richang Hong, Luming Zhang, Chao Zhang and Roger Zimmermann. "Flickr Circles: Aesthetic Tendency Discovery by Multi-View Regularized Topic Modeling," IEEE Transactions on Multimedia, vol. 18, no. 8, pp. 1555-1567, August, 2016. DOI |
22 | Ji Zexuan, Liu Jinyao, Cao Guo and Sun Quansen. "Robust spatially constrained fuzzy c-means algorithm for brain MR image segmentation," Pattern Recognition, vol. 47, no. 7, pp. 2454-2466, July, 2014. DOI |
23 | Sudip Kumar Adhikari, Jamuna Kanta Sing, Dipak Kumar Basu and Mita Nasipuri. "Conditional spatial fuzzy C-means clustering algorithm for segmentation of MRI images," Applied soft computing, vol. 34, pp. 758-769, September, 2015. DOI |
24 | Xiao LiangJiang, Qiang Wang, Biao He, Shao JieChen and Bai LinLi. "Robust level set image segmentation algorithm using local correntropy-based fuzzy c-means clustering with spatial constraints," Neurocomputing, vol. 207, pp. 22-35, September, 2016. DOI |
25 | Richang Hong, Jinhui Tang, Hung-Khoon Tan, Chong-Wah Ngo and Shuicheng Yan Tat-Seng Chua. "Beyond search: Event-driven summarization for web videos," Acm Transactions on Multimedia Computing Communications & Applications, vol. 7, no. 4, November, 2011. |
26 | Richang Hong, Luming Zhang and Dacheng Tao. "Unified Photo Enhancement by Discovering Aesthetic Communities from Flickr," IEEE Transactions on Image Processing, vol. 25, no. 3, pp. 1124-1135, March, 2016. DOI |
27 | Kin Gwn Lore, Ade dotun Akintayo and Soumik Sarka. "LLNet: A deep autoencoder approach to natural low-light image enhancement," Pattern Recognition, vol. 61, pp. 650-662, January, 2016. |
28 | Amandeep Kaur and Chandan Singh. "Contrast enhancement for cephalometric images using wavelet-based modified adaptive histogram equalization," Applied Soft Computing, vol. 51, pp. 180-191, February, 2017. DOI |
29 | Y. S. Zhou, K. J. Yi, M. Mahjouri-Samani and W. Xiong. "Image contrast enhancement in field-emission scanning electron microscopy of single-walled carbon nanotubes," Applied Surface Science, vol. 255, no. 7, pp. 4341-4346, January, 2009. DOI |
30 | Jing RuiTang and Nor Ashidi Mat Isa. "Bi-histogram equalization using modified histogram bins," Applied Soft Computing, vol. 55, pp. 31-43, June, 2017. DOI |
31 | Akash Gandhamal, SanjayTalbar, Suhas Gajre and Ahmad Fadzil M.Hani. "Local gray level S-curve transformation-A generalized contrast enhancement technique for medical images," Computers in biology and medicine, vol. 83, pp. 120-133, April, 2017. DOI |
32 | Wei Xian, Yuanxiang Li, Hao Shen and Weidong Xiang. "Joint learning sparsifying linear transformation for low-resolution image synthesis and recognition," Pattern Recognition, vol. 66, pp. 412-424, June, 2017. DOI |
33 | Jianji Wang, Nanning Zheng, Yuehu Liu and Gang Zhou. "Parameter analysis of fractal image compression and its applications in image sharpening and smoothing," Signal Processing: Image Communication, vol. 28, no. 6, pp. 681-687, July, 2013. DOI |
34 | I. Frosio, G. Ferrigno and N. A. Borghese. "Enhancing digital cephalic radiography with mixture models and local gamma correction," IEEE transactions on medical imaging, vol. 25, no. 1, pp. 113-121, January, 2006. DOI |