Search Results for author: Zhineng Chen

Found 6 papers, 3 papers with code

SVTR: Scene Text Recognition with a Single Visual Model

1 code implementation30 Apr 2022 Yongkun Du, Zhineng Chen, Caiyan Jia, Xiaoting Yin, Tianlun Zheng, Chenxia Li, Yuning Du, Yu-Gang Jiang

Dominant scene text recognition models commonly contain two building blocks, a visual model for feature extraction and a sequence model for text transcription.

Scene Text Recognition

ACE-Net: Biomedical Image Segmentation with Augmented Contracting and Expansive Paths

no code implementations23 Aug 2019 Yanhao Zhu, Zhineng Chen, Shuai Zhao, Hongtao Xie, Wenming Guo, Yongdong Zhang

Nowadays U-net-like FCNs predominate various biomedical image segmentation applications and attain promising performance, largely due to their elegant architectures, e. g., symmetric contracting and expansive paths as well as lateral skip-connections.

Semantic Segmentation

NRTR: A No-Recurrence Sequence-to-Sequence Model For Scene Text Recognition

3 code implementations4 Jun 2018 Fenfen Sheng, Zhineng Chen, Bo Xu

Considering scene image has large variation in text and background, we further design a modality-transform block to effectively transform 2D input images to 1D sequences, combined with the encoder to extract more discriminative features.

Optical Character Recognition Scene Text Recognition

Binarized Mode Seeking for Scalable Visual Pattern Discovery

no code implementations CVPR 2017 Wei Zhang, Xiaochun Cao, Rui Wang, Yuanfang Guo, Zhineng Chen

Second, we further extend bMS to a more general form, namely contrastive binary mean shift (cbMS), which maximizes the contrastive density in binary space, for finding informative patterns that are both frequent and discriminative for the dataset.

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