Block compressive sensing of image and video with nonlocal Lagrangian multiplier and patch-based sparse representation

T Van Chien, KQ Dinh, B Jeon, M Burger - Signal Processing: Image …, 2017 - Elsevier
Although block compressive sensing (BCS) makes it tractable to sense large-sized images
and video, its recovery performance has yet to be significantly improved because its …

Measurement-domain intra prediction framework for compressively sensed images

J Zhou, D Zhou, L Guo, Y Takeshi… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
This paper presents a measurement-domain intra prediction coding framework that is
compatible with compressive sensing (CS) based image sensors. In this framework, we …

Angular intra prediction based measurement coding algorithm for compressively sensed image

J Zhou, J Zhou, L Guo - 2018 IEEE International Conference on …, 2018 - ieeexplore.ieee.org
This paper presents an angular measurement intra prediction algorithm compatible with
compressive sensing (CS) based image sensors. We propose to apply the idea of H. 264 …

Framework and vlsi architecture of measurement-domain intra prediction for compressively sensed visual contents

J Zhou, D Zhou, L Guo, T Yoshimura… - … on Fundamentals of …, 2017 - search.ieice.org
This paper presents a measurement-domain intra prediction coding framework that is
compatible with compressive sensing (CS)-based image sensors. In this framework, we …

Small-block sensing and larger-block recovery in block-based compressive sensing of images

KQ Dinh, HJ Shim, B Jeon - Signal Processing: Image Communication, 2017 - Elsevier
In the block-based compressive sensing (CS) of images, a small block is more practical due
to its low-cost sensing in terms of the required memory and the computational complexity. A …

Compressive sensing of color images using nonlocal higher order dictionary

KQ Dinh, TN Canh, B Jeon - arXiv preprint arXiv:1711.09375, 2017 - arxiv.org
This paper addresses an ill-posed problem of recovering a color image from its
compressively sensed measurement data. Differently from the typical 1D vector-based …

Approximate-DCT-derived measurement matrices with row-operation-based measurement compression and its VLSI architecture for Compressed Sensing

J Zhou, D Zhou, T Yoshimura, S Goto - IEICE Transactions on …, 2018 - search.ieice.org
Compressed Sensing based CMOS image sensor (CS-CIS) is a new generation of CMOS
image sensor that significantly reduces the power consumption. For CS-CIS, the image …

[PDF][PDF] VLSI Architecture of Intra-Prediction and SAO Estimation in HEVC and its Extension to Compressed Sensing

周剣斌 - 2018 - waseda.repo.nii.ac.jp
People have always wanted better visual experiences. From Ultra High Definition Television
(UHDTV), 3D video to Virtual Reality (VR), the pursuit of overwhelming visual experiences is …