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20182022
most citedSuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery

332 citations · 994 across the 17 of their papers we have counts for

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12 papers · 1 filter

cs.CV2022★ 2 cited

Spatial-Temporal Space Hand-in-Hand: Spatial-Temporal Video Super-Resolution via Cycle-Projected Mutual Learning

Mengshun Hu, Kui Jiang, Liang Liao +3

Spatial-Temporal Video Super-Resolution (ST-VSR) aims to generate super-resolved videos with higher resolution(HR) and higher frame rate (HFR). Quite intuitively, pioneering two-st…

cs.CV2021★ 65 cited

High-resolution Depth Maps Imaging via Attention-based Hierarchical Multi-modal Fusion

Zhiwei Zhong, Xianming Liu, Junjun Jiang +3

Depth map records distance between the viewpoint and objects in the scene, which plays a critical role in many real-world applications. However, depth map captured by consumer-grad…

cs.CV2021★ 5 cited

Deep Learning-based Face Super-Resolution: A Survey

Junjun Jiang, Chenyang Wang, Xianming Liu +1

Face super-resolution (FSR), also known as face hallucination, which is aimed at enhancing the resolution of low-resolution (LR) face images to generate high-resolution (HR) face i…

cs.CV2020★ 1 cited

Fully Unsupervised Person Re-identification viaSelective Contrastive Learning

Bo Pang, Deming Zhai, Junjun Jiang +1

Person re-identification (ReID) aims at searching the same identity person among images captured by various cameras. Unsupervised person ReID attracts a lot of attention recently,…

cs.CV2020

Single Image Deraining via Scale-space Invariant Attention Neural Network

Bo Pang, Deming Zhai, Junjun Jiang +1

Image enhancement from degradation of rainy artifacts plays a critical role in outdoor visual computing systems. In this paper, we tackle the notion of scale that deals with visual…

cs.CV2020★ 53 cited

Multi-Scale Progressive Fusion Network for Single Image Deraining

Kui Jiang, Zhongyuan Wang, Peng Yi +5

Rain streaks in the air appear in various blurring degrees and resolutions due to different distances from their positions to the camera. Similar rain patterns are visible in a rai…