| ชื่อเรื่อง | : | Domain decomposition methods with graph cuts algorithms for total variation minimization |
| นักวิจัย | : | Duan, Yuping , Tai, Xue Cheng |
| คำค้น | : | - |
| หน่วยงาน | : | Nanyang Technological University, Singapore |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2554 |
| อ้างอิง | : | Duan, Y., & Tai, X.-C. (2012). Domain decomposition methods with graph cuts algorithms for total variation minimization. Advances in Computational Mathematics, 36(2), 175-199. , http://hdl.handle.net/10220/12328 , http://dx.doi.org/10.1007/s10444-011-9213-4 |
| ที่มา | : | - |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | Advances in computational mathematics |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | Recently, graph cuts algorithms have been used to solve variational image restoration problems, especially for noise removal and segmentation. Compared to time-marching PDE methods, graph cuts based methods are more efficient and able to obtain the global minimizer. However, for high resolution and large-scale images, the cost of both memory and computational time increases dramatically. In this paper, we combine the domain decomposition method and the graph cuts algorithm for solving the total variation minimizations with L1 and L2 fidelity term. Numerous numerical experiments on large-scale data demonstrate the proposed algorithm yield good results in terms of computational time and memory usage. |
| บรรณานุกรม | : |
Duan, Yuping , Tai, Xue Cheng . (2554). Domain decomposition methods with graph cuts algorithms for total variation minimization.
กรุงเทพมหานคร : Nanyang Technological University, Singapore. Duan, Yuping , Tai, Xue Cheng . 2554. "Domain decomposition methods with graph cuts algorithms for total variation minimization".
กรุงเทพมหานคร : Nanyang Technological University, Singapore. Duan, Yuping , Tai, Xue Cheng . "Domain decomposition methods with graph cuts algorithms for total variation minimization."
กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2554. Print. Duan, Yuping , Tai, Xue Cheng . Domain decomposition methods with graph cuts algorithms for total variation minimization. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2554.
|
ridm@nrct.go.th ระบบคลังข้อมูลงานวิจัยไทย รายการโปรดที่คุณเลือกไว้
