Laser & Optoelectronics Progress, Volume. 57, Issue 2, 21003(2020)
Shearlet-Transform-Based Improved Total Variation Speckle Denoising Method
Fig. 2. OCT B-scan images of human retina. (a) Normal retina image; (b) DME retina image; (c) Drusen retina image
Fig. 3. Speckle denoising of normal retina image. (a0)--(a4) Original OCT image with noise and images after speckle denoising by ACD, Curvelet, TV, and proposed method; (b0)--(b4) histograms corresponding to images in Figs. 3 (a0)--(a4); (c10)--(c44) enlarged ROIs V1--V4 corresponding to images in Figs. 3(a0)--(a4)
Fig. 4. Speckle denoising of DME retina image. (a0)--(a4) Original OCT image with noise and images after speckle denoising by ACD, Curvelet, TV, and proposed method; (b0)--(b4) histograms corresponding to images in Figs. 4 (a0)--(a4); (c10)--(c44) enlarged ROIs V1--V4 corresponding to images in Figs. 4(a0)--(a4)
Fig. 5. Speckle denoising of Drusen retina image. (a0)--(a4) Original OCT image and images after speckle denoising by ACD, Curvelet, TV, and proposed method; (b0)--(b4) histograms corresponding to images in Figs. 5(a0)--(a4); (c10)--(c44) enlarged ROIs V1--V4 corresponding to images in Figs. 5(a0)--(a4)
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Qiu Yue, Tang Chen, Xu Min, Huang Shengjian, Lei Zhenkun. Shearlet-Transform-Based Improved Total Variation Speckle Denoising Method[J]. Laser & Optoelectronics Progress, 2020, 57(2): 21003
Category: Image Processing
Received: May. 27, 2019
Accepted: --
Published Online: Jan. 3, 2020
The Author Email: Tang Chen (tangchen@tju.edu.cn)