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20152021
most citedAttention Mechanisms in Computer Vision: A Survey

2.5k citations · 4.8k across the 29 of their papers we have counts for

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Showing 2018Show all

8 papers · 1 filter

cs.CV2018★ 3 cited

What and Where: A Context-based Recommendation System for Object Insertion

Song-Hai Zhang, Zhengping Zhou, Bin Liu +4

In this work, we propose a novel topic consisting of two dual tasks: 1) given a scene, recommend objects to insert, 2) given an object category, retrieve suitable background scenes…

cs.RO2018★ 26 cited

TZC: Efficient Inter-Process Communication for Robotics Middleware with Partial Serialization

Yu-Ping Wang, Wende Tan, Xu-Qiang Hu +2

Inter-process communication (IPC) is one of the core functions of modern robotics middleware. We propose an efficient IPC technique called TZC (Towards Zero-Copy). As a core compon…

cs.CV2018★ 1 cited

Temporally Coherent Video Harmonization Using Adversarial Networks

Haozhi Huang, Senzhe Xu, Junxiong Cai +2

Compositing is one of the most important editing operations for images and videos. The process of improving the realism of composite results is often called harmonization. Previous…

cs.GR2018★ 30 cited

Deep Portrait Image Completion and Extrapolation

Xian Wu, Rui-Long Li, Fang-Lue Zhang +4

General image completion and extrapolation methods often fail on portrait images where parts of the human body need to be recovered - a task that requires accurate human body struc…

cs.CV2018★ 14 cited

LineNet: a Zoomable CNN for Crowdsourced High Definition Maps Modeling in Urban Environments

Dun Liang, Yuanchen Guo, Shaokui Zhang +4

High Definition (HD) maps play an important role in modern traffic scenes. However, the development of HD maps coverage grows slowly because of the cost limitation. To efficiently…

cs.CV2018★ 13 cited

Pose2Seg: Detection Free Human Instance Segmentation

Song-Hai Zhang, Ruilong Li, Xin Dong +6

The standard approach to image instance segmentation is to perform the object detection first, and then segment the object from the detection bounding-box. More recently, deep lear…

cs.CV2018★ 17 cited

Chinese Text in the Wild

Tai-Ling Yuan, Zhe Zhu, Kun Xu +2

We introduce Chinese Text in the Wild, a very large dataset of Chinese text in street view images. While optical character recognition (OCR) in document images is well studied and…

cs.GR2018★ 10 cited

Deep Online Video Stabilization

Miao Wang, Guo-Ye Yang, Jin-Kun Lin +4

Video stabilization technique is essential for most hand-held captured videos due to high-frequency shakes. Several 2D-, 2.5D- and 3D-based stabilization techniques are well studie…