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20082025
most citedPVT v2: Improved Baselines with Pyramid Vision Transformer

2.4k citations

Showing 2017Show all

5 papers · 1 filter

cs.CV2017★ 26 cited

Region-based Quality Estimation Network for Large-scale Person Re-identification

Guanglu Song, Biao Leng, Yu Liu +2

One of the major restrictions on the performance of video-based person re-id is partial noise caused by occlusion, blur and illumination. Since different spatial regions of a singl…

cs.CV2017★ 3 cited

Unconstrained Fashion Landmark Detection via Hierarchical Recurrent Transformer Networks

Sijie Yan, Ziwei Liu, Ping Luo +3

Fashion landmarks are functional key points defined on clothes, such as corners of neckline, hemline, and cuff. They have been recently introduced as an effective visual representa…

cs.CV2017★ 62 cited

Structure-Preserving Image Super-resolution via Contextualized Multi-task Learning

Yukai Shi, Keze Wang, Chongyu Chen +2

Single image super resolution (SR), which refers to reconstruct a higher-resolution (HR) image from the observed low-resolution (LR) image, has received substantial attention due t…

cs.CV2017★ 11 cited

Zoom-in-Net: Deep Mining Lesions for Diabetic Retinopathy Detection

Zhe Wang, Yanxin Yin, Jianping Shi +3

We propose a convolution neural network based algorithm for simultaneously diagnosing diabetic retinopathy and highlighting suspicious regions. Our contributions are two folds: 1)…

cs.CV2017★ 64 cited

Person Search with Natural Language Description

Shuang Li, Tong Xiao, Hongsheng Li +3

Searching persons in large-scale image databases with the query of natural language description has important applications in video surveillance. Existing methods mainly focused on…