Omnidirectional Scene Text Detection with Sequential-free Box Discretization

6 Jun 2019 Yuliang Liu Sheng Zhang Lianwen Jin Lele Xie Yaqiang Wu Zhepeng Wang

Scene text in the wild is commonly presented with high variant characteristics. Using quadrilateral bounding box to localize the text instance is nearly indispensable for detection methods... (read more)

PDF Abstract

Datasets


Results from the Paper


 Ranked #1 on Scene Text Detection on IC19-ReCTs (using extra training data)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK USES EXTRA
TRAINING DATA
RESULT BENCHMARK
Scene Text Detection IC19-ReCTs BDN F-Measure 93.36 # 1

Methods used in the Paper


METHOD TYPE
Spatial Broadcast Decoder
Backbone Architectures
Softmax
Output Functions
Convolution
Convolutions
RoIAlign
RoI Feature Extractors
Mask R-CNN
Instance Segmentation Models