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19982026
most citedLow-Dose CT with a Residual Encoder-Decoder Convolutional Neural Network (RED-CNN)

1.9k citations

Showing 2018 · cs.CVShow all

11 papers · 2 filters

cs.CV2018★ 6 cited

Cross-database non-frontal facial expression recognition based on transductive deep transfer learning

Keyu Yan, Wenming Zheng, Tong Zhang +2

Cross-database non-frontal expression recognition is a very meaningful but rather difficult subject in the fields of computer vision and affect computing. In this paper, we propose…

cs.CV2018★ 19 cited

Multi-granularity Generator for Temporal Action Proposal

Yuan Liu, Lin Ma, Yifeng Zhang +2

Temporal action proposal generation is an important task, aiming to localize the video segments containing human actions in an untrimmed video. In this paper, we propose a multi-gr…

cs.CV2018★ 53 cited

Context-Dependent Diffusion Network for Visual Relationship Detection

Zhen Cui, Chunyan Xu, Wenming Zheng +1

Visual relationship detection can bridge the gap between computer vision and natural language for scene understanding of images. Different from pure object recognition tasks, the r…

cs.CV2018★ 2 cited

Discriminative multi-view Privileged Information learning for image re-ranking

Jun Li, Chang Xu, Wankou Yang +3

Conventional multi-view re-ranking methods usually perform asymmetrical matching between the region of interest (ROI) in the query image and the whole target image for similarity c…

cs.CV2018★ 5 cited

An Attention-Based Approach for Single Image Super Resolution

Yuan Liu, Yuancheng Wang, Nan Li +4

The main challenge of single image super resolution (SISR) is the recovery of high frequency details such as tiny textures. However, most of the state-of-the-art methods lack speci…

cs.CV2018★ 269 cited

Structure-sensitive Multi-scale Deep Neural Network for Low-Dose CT Denoising

Chenyu You, Qingsong Yang, Hongming Shan +8

Computed tomography (CT) is a popular medical imaging modality in clinical applications. At the same time, the x-ray radiation dose associated with CT scans raises public concerns…

cs.CV2018★ 1 cited

Human Emotional Facial Expression Recognition

Chendi Wang

An automatic Facial Expression Recognition (FER) model with Adaboost face detector, feature selection based on manifold learning and synergetic prototype based classifier has been…

cs.CV2018★ 10 cited

Tensor graph convolutional neural network

Tong Zhang, Wenming Zheng, Zhen Cui +1

In this paper, we propose a novel tensor graph convolutional neural network (TGCNN) to conduct convolution on factorizable graphs, for which here two types of problems are focused,…

cs.CV2018★ 1 cited

Group Sparsity Residual with Non-Local Samples for Image Denoising

Zhiyuan Zha, Xinggan Zhang, Qiong Wang +3

Inspired by group-based sparse coding, recently proposed group sparsity residual (GSR) scheme has demonstrated superior performance in image processing. However, one challenge in G…

cs.CV2018★ 3 cited

Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool

Feng Liu, Tao Xiang, Timothy M. Hospedales +2

In recent years, visual question answering (VQA) has become topical. The premise of VQA's significance as a benchmark in AI, is that both the image and textual question need to be…

cs.CV2018★ 31 cited

Spatio-Temporal Graph Convolution for Skeleton Based Action Recognition

Chaolong Li, Zhen Cui, Wenming Zheng +2

Variations of human body skeletons may be considered as dynamic graphs, which are generic data representation for numerous real-world applications. In this paper, we propose a spat…