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Greatest papers with code

PGNet: Real-time Arbitrarily-Shaped Text Spotting with Point Gathering Network

12 Apr 2021PaddlePaddle/PaddleOCR

With a PG-CTC decoder, we gather high-level character classification vectors from two-dimensional space and decode them into text symbols without NMS and RoI operations involved, which guarantees high efficiency.

SCENE TEXT DETECTION TEXT SPOTTING

ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network

CVPR 2020 aim-uofa/adet

Our contributions are three-fold: 1) For the first time, we adaptively fit arbitrarily-shaped text by a parameterized Bezier curve.

SCENE TEXT SCENE TEXT DETECTION TEXT SPOTTING

A Feasible Framework for Arbitrary-Shaped Scene Text Recognition

10 Dec 2019zhang0jhon/AttentionOCR

Deep learning based methods have achieved surprising progress in Scene Text Recognition (STR), one of classic problems in computer vision.

INSTANCE SEGMENTATION LANGUAGE MODELLING SCENE TEXT SCENE TEXT RECOGNITION SEMANTIC SEGMENTATION TEXT SPOTTING

ICDAR2019 Robust Reading Challenge on Arbitrary-Shaped Text (RRC-ArT)

16 Sep 2019cs-chan/Total-Text-Dataset

This paper reports the ICDAR2019 Robust Reading Challenge on Arbitrary-Shaped Text (RRC-ArT) that consists of three major challenges: i) scene text detection, ii) scene text recognition, and iii) scene text spotting.

SCENE TEXT SCENE TEXT DETECTION SCENE TEXT RECOGNITION TEXT SPOTTING

FOTS: Fast Oriented Text Spotting with a Unified Network

CVPR 2018 jiangxiluning/FOTS.PyTorch

Incidental scene text spotting is considered one of the most difficult and valuable challenges in the document analysis community.

SCENE TEXT SCENE TEXT DETECTION SCENE TEXT RECOGNITION TEXT SPOTTING

Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes

ECCV 2018 MhLiao/MaskTextSpotter

Moreover, we further investigate the recognition module of our method separately, which significantly outperforms state-of-the-art methods on both regular and irregular text datasets for scene text recognition.

SCENE TEXT SCENE TEXT RECOGNITION SEMANTIC SEGMENTATION TEXT SPOTTING

Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting

ECCV 2020 MhLiao/MaskTextSpotterV3

Recent end-to-end trainable methods for scene text spotting, integrating detection and recognition, showed much progress.

REGION PROPOSAL SCENE TEXT TEXT SPOTTING

AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text Spotting

ECCV 2020 whai362/AE_TextSpotter

Unlike previous works that merely employed visual features for text detection, this work proposes a novel text spotter, named Ambiguity Eliminating Text Spotter (AE TextSpotter), which learns both visual and linguistic features to significantly reduce ambiguity in text detection.

LANGUAGE MODELLING SCENE TEXT TEXT SPOTTING

Scene Text Retrieval via Joint Text Detection and Similarity Learning

4 Apr 2021lanfeng4659/STR-TDSL

Such a task is usually realized by matching a query text to the recognized words, outputted by an end-to-end scene text spotter.

SCENE TEXT SCENE TEXT DETECTION TEXT SPOTTING