F Zhan, S Lu - … on computer vision and pattern recognition, 2019 - openaccess.thecvf.com
… scenetextrecognitionnetwork via iterative rectification (ESIR). The ESIR employs an innovative rectificationnetwork that corrects perspective and curvature distortions of scenetexts …
… transformer network (STN) and a sequence recognitionnetwork (SRN). The STN transforms an input image to a rectified image, while the SRN recognizes text. The two networks are …
C Luo, L Jin, Z Sun - Pattern Recognition, 2019 - Elsevier
… to recognize irregular scenetext. The framework contains a multi-object rectification network (MORN) and an attention-based sequence recognitionnetwork (ASRN). The image …
W Ke, J Wei, Q Hou, H Feng - Expert Systems with Applications, 2023 - Elsevier
… We propose a rectification-based textrecognitionnetwork whose vision model improves the prediction from a two-dimensional perspective. It exploits low-level and high-level raw visual …
… In this paper, we proposed a two-level rectification attention network for scenetextrecognition. The two-level rectificationnetwork combined geometry-level and pixel-level methods, …
… network model that comprises a rectificationnetwork and a … to the problem of scenetext recognition and extend it with a … text detectors using ASTER’s abilities in textrectification and …
M Li, B Fu, Z Zhang, Y Qiao - IEEE Transactions on Multimedia, 2021 - ieeexplore.ieee.org
… models are further employed to translate text instances into sequences … process and this paper focuses on scenetextrecognition. … networks for natural scenetextrecognition,” Workshop …
D Yu, X Li, C Zhang, T Liu, J Han… - … pattern recognition, 2020 - openaccess.thecvf.com
… semantic reasoning network (SRN) for accurate scenetextrecognition, which integrates not … rectificationnetwork based on the rich local attributes to generate better rectification results. …
Y Gao, Y Chen, J Wang, H Lu - Science China Information Sciences, 2020 - Springer
… rectificationnetwork (PRN) for irregular scenetext … rectificationnetwork that progressively rectifies irregular text to a … view, leading to optimal rectification and easier recognition. As our …