output
20152024
most citedUnitBox: An Advanced Object Detection Network

1.6k citations

Showing 2018Show all

16 papers · 1 filter

cs.CV2018★ 22 cited

Scene Text Detection with Supervised Pyramid Context Network

Enze Xie, Yuhang Zang, Shuai Shao +3

Scene text detection methods based on deep learning have achieved remarkable results over the past years. However, due to the high diversity and complexity of natural scenes, previ…

cs.CV2018★ 25 cited

MGANet: A Robust Model for Quality Enhancement of Compressed Video

Xiandong Meng, Xuan Deng, Shuyuan Zhu +4

In video compression, most of the existing deep learning approaches concentrate on the visual quality of a single frame, while ignoring the useful priors as well as the temporal in…

cs.CV2018★ 109 cited

Scene Text Detection and Recognition: The Deep Learning Era

Shangbang Long, Xin He, Cong Yao

With the rise and development of deep learning, computer vision has been tremendously transformed and reshaped. As an important research area in computer vision, scene text detecti…

cs.CV2018★ 52 cited

Deep Part Induction from Articulated Object Pairs

Li Yi, Haibin Huang, Difan Liu +3

Object functionality is often expressed through part articulation -- as when the two rigid parts of a scissor pivot against each other to perform the cutting function. Such articul…

cs.CV2018★ 36 cited

Scene Text Recognition from Two-Dimensional Perspective

Minghui Liao, Jian Zhang, Zhaoyi Wan +5

Inspired by speech recognition, recent state-of-the-art algorithms mostly consider scene text recognition as a sequence prediction problem. Though achieving excellent performance,…

cs.CV2018★ 5 cited

GridFace: Face Rectification via Learning Local Homography Transformations

Erjin Zhou, Zhimin Cao, Jian Sun

In this paper, we propose a method, called GridFace, to reduce facial geometric variations and improve the recognition performance. Our method rectifies the face by local homograph…