Add to ORKGIn this paper we present an adaptive compressed sensing (CS) frame-work for depth map compression using a family of graph-based transforms (GBT). To improve overall performance we propose a greedy algorithm that selects for each block a GBT that minimizes a metric that takes into consideration both the edge structure of the block and the characteristics of the CS measurement matrix, using an estimate of average mutual coherence. As compared to coding using H.264/AVC, the proposed approach applied to intra-frames shows an average of 39 % bitrate savings or 3.8 dB PSNR gain for views rendered using a depth image based rendering (DIBR) technique
Recent work has highlighted the importance of incorporating geometry information into the compressio...
Recent work on depth map compression has revealed the importance of incorporating a description of d...
This paper presents a novel strategy for the compression of depth maps. The proposed scheme starts w...
Depth map compression is important for efficient network trans-mission of 3D visual data in texture-...
Depth map compression is important for efficient network transmission of 3D visual data in texture-p...
. Gray-scaled video. Piecewise constant signal. Sharp edges where depth changes I Precise edge infor...
Depth map compression is important for compact “texture-plus-depth” representation of a 3D scene, wh...
In this paper, we propose a new graph-based transform and illustrate its potential application to si...
Differently from traditional two-dimensional texture images, the depth images of three-dimensional (...
Abstract—We present a novel edge adaptive depth map coding based on lifting on graphs. The transform...
In this paper, we propose a new graph-based coding framework and illustrate its application to image...
Many of the latest smart phones and tablets come with integrated depth sensors, that make depth-maps...
2013-08-04Traditional compressed sensing (CS) approaches have been focused on the goal of reducing t...
3D video representations usually associate to each view a depth map with the corresponding geometric...
Abstract — Piecewise smooth (PWS) images (e.g., depth maps or animation images) contain unique signa...
Recent work has highlighted the importance of incorporating geometry information into the compressio...
Recent work on depth map compression has revealed the importance of incorporating a description of d...
This paper presents a novel strategy for the compression of depth maps. The proposed scheme starts w...
Depth map compression is important for efficient network trans-mission of 3D visual data in texture-...
Depth map compression is important for efficient network transmission of 3D visual data in texture-p...
. Gray-scaled video. Piecewise constant signal. Sharp edges where depth changes I Precise edge infor...
Depth map compression is important for compact “texture-plus-depth” representation of a 3D scene, wh...
In this paper, we propose a new graph-based transform and illustrate its potential application to si...
Differently from traditional two-dimensional texture images, the depth images of three-dimensional (...
Abstract—We present a novel edge adaptive depth map coding based on lifting on graphs. The transform...
In this paper, we propose a new graph-based coding framework and illustrate its application to image...
Many of the latest smart phones and tablets come with integrated depth sensors, that make depth-maps...
2013-08-04Traditional compressed sensing (CS) approaches have been focused on the goal of reducing t...
3D video representations usually associate to each view a depth map with the corresponding geometric...
Abstract — Piecewise smooth (PWS) images (e.g., depth maps or animation images) contain unique signa...
Recent work has highlighted the importance of incorporating geometry information into the compressio...
Recent work on depth map compression has revealed the importance of incorporating a description of d...
This paper presents a novel strategy for the compression of depth maps. The proposed scheme starts w...