output
20102022
most citedDeep Learning for Single Image Super-Resolution: A Brief Review

1.2k citations

Showing 2018Show all

14 papers · 1 filter

cs.IT2018★ 94 cited

Euclidean and Hermitian Hulls of MDS Codes and Their Applications to EAQECCs

Weijun Fang, Fang-Wei Fu, Lanqiang Li +1

In this paper, we construct several classes of maximum distance separable (MDS) codes via generalized Reed-Solomon (GRS) codes and extended GRS codes, where we can determine the di…

cs.IR2018

A Scalable Optimization Mechanism for Pairwise based Discrete Hashing

Xiaoshuang Shi, Fuyong Xing, Zizhao Zhang +3

Maintaining the pair similarity relationship among originally high-dimensional data into a low-dimensional binary space is a popular strategy to learn binary codes. One simiple and…

cs.CV2018★ 1 cited

The Method of Multimodal MRI Brain Image Segmentation Based on Differential Geometric Features

Yongpei Zhu, Zicong Zhou, Guojun Liao +2

Accurate segmentation of brain tissue in magnetic resonance images (MRI) is a diffcult task due to different types of brain abnormalities. Using information and features from multi…

cs.CV2018

FPGA-based Acceleration System for Visual Tracking

Ke Song, Chun Yuan, Peng Gao +1

Visual tracking is one of the most important application areas of computer vision. At present, most algorithms are mainly implemented on PCs, and it is difficult to ensure real-tim…

cs.CV2018

Efficient Multi-level Correlating for Visual Tracking

Yipeng Ma, Chun Yuan, Peng Gao +1

Correlation filter (CF) based tracking algorithms have demonstrated favorable performance recently. Nevertheless, the top performance trackers always employ complicated optimizatio…

cs.CV2018

Optical Flow Super-Resolution Based on Image Guidence Using Convolutional Neural Network

Liping Zhang, Zongqing Lu, Qingmin Liao

The convolutional neural network model for optical flow estimation usually outputs a low-resolution(LR) optical flow field. To obtain the corresponding full image resolution,interp…

cs.CV2018★ 40 cited

Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks

Yuan Yuan, Siyuan Liu, Jiawei Zhang +3

We consider the single image super-resolution problem in a more general case that the low-/high-resolution pairs and the down-sampling process are unavailable. Different from tradi…

cond-mat.mes-hall2018★ 24 cited

Phase transformation in two-dimensional covalent organic frameworks under compressive loading

Jin Zhang

As a new class of two-dimensional (2D) materials, 2D covalent organic frameworks (COFs) are proven to possess remarkable electronic and magnetic properties. However, their mechanic…

cs.CV2018★ 1.2k cited

Deep Learning for Single Image Super-Resolution: A Brief Review

Wenming Yang, Xuechen Zhang, Yapeng Tian +2

Single image super-resolution (SISR) is a notoriously challenging ill-posed problem, which aims to obtain a high-resolution (HR) output from one of its low-resolution (LR) versions…

cs.CV2018★ 5 cited

Sparse, Collaborative, or Nonnegative Representation: Which Helps Pattern Classification?

Jun Xu, Wangpeng An, Lei Zhang +1

The use of sparse representation (SR) and collaborative representation (CR) for pattern classification has been widely studied in tasks such as face recognition and object categori…

physics.optics2018★ 2 cited

Fast 3D cell tracking with wide-field fluorescence microscopy through deep learning

Kan Liu, Hui Qiao, Jiamin Wu +3

Tracking cells in 3D at high speed continues to attract extensive attention for many biomedical applications, such as monitoring immune cell migration and observing tumor metastasi…

cs.IT2018★ 6 cited

Some New Constructions of Quantum MDS Codes

Weijun Fang, Fang-Wei Fu

It is an important task to construct quantum maximum-distance-separable (MDS) codes with good parameters. In the present paper, we provide six new classes of q-ary quantum MDS code…

cs.CL2018★ 101 cited

Investigating Capsule Networks with Dynamic Routing for Text Classification

Wei Zhao, Jianbo Ye, Min Yang +3

In this study, we explore capsule networks with dynamic routing for text classification. We propose three strategies to stabilize the dynamic routing process to alleviate the distu…

cond-mat.supr-con2018

Thermodynamics analysis on BaF2 intermediate phase in solution-derived YBCO superconducting film deposition

Feng Feng, Hongyuan Lu, Wei Wu +2

In the YBa2Cu3O7-δ (YBCO) high temperature superconducting thin film fabrication via the chemical solution deposition method, BaF2 is an important intermediate phase during heat tr…