An Integrated Optimization Approach for Depth Map Enhancement on Special Riemannian Manifold
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"An Integrated Optimization Approach..." refers background or methods in this paper
...The comparative analysis is performed with state-of-art depth denoising and completion algorithms: Adaptive autoregressive depth recovery (AAM) [9], Low rank matrix completion (LRMC) [8], Guided image filtering (GIF) [24], MRF depth refinement (MRFRS)[25], Patch synthesis based depth enhancement (PatchSR) [26], Joint Bilateral Filter (JBL) [33], Joint Bilateral Upsampling (JBL Up) [34], Noise-aware Filter (NA) [35], Weight Mode Filter (WM) [36], Anisotropic Diffusion (Ani....
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...(a) Noisy Depth (b) BM3D + GIF [24] (c) BM3D + RCGR [32] (d) PatchSR [26] (e) LRMC [8]...
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...The comparative analysis is performed with state-of-art depth denoising and completion algorithms: Adaptive autoregressive depth recovery (AAM) [9], Low rank matrix completion (LRMC) [8], Guided image filtering (GIF) [24], MRF depth refinement (MRFRS)[25], Patch synthesis based depth enhancement (PatchSR) [26], Joint Bilateral Filter (JBL) [33], Joint Bilateral Upsampling (JBL Up) [34], Noise-aware Filter (NA) [35], Weight Mode Filter (WM) [36], Anisotropic Diffusion (Ani....
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...filling depth values in wide missing gaps compared to [24, 26, 32]....
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1,876 citations
"An Integrated Optimization Approach..." refers methods in this paper
...Algorithms in literature simple assemble these RGB-D patches into a matrix and enforce the fixed rank low subspace constraint to achieve denoising [11] or depth map super-resolution [12]....
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1,462 citations
"An Integrated Optimization Approach..." refers methods in this paper
...Some image inpainting based methods [6, 7] developed for Kinect recover good quality depth maps from raw RGB-D images....
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1,195 citations