> For the complete documentation index, see [llms.txt](https://senliuy.gitbook.io/advanced-deep-learning/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie.md).

# 第五章：光学字符识别

- [场景文字检测](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/chang-jing-wen-zi-jian-ce.md)
- [DeepText: A Unified Framework for Text Proposal Generation and Text Detection in Natural Images](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/chang-jing-wen-zi-jian-ce/deeptext-a-unified-framework-for-text-proposal-generation-and-text-detection-in-natural-images.md)
- [Detecting Text in Natural Image with Connectionist Text Proposal Network](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/chang-jing-wen-zi-jian-ce/detecting-text-in-natural-image-with-connectionist-text-proposal-network.md)
- [Scene Text Detection via Holistic, Multi-Channel Prediction](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/chang-jing-wen-zi-jian-ce/scene-text-detection-via-holistic-multi-channel-prediction.md)
- [Arbitrary-Oriented Scene Text Detection via Rotation Proposals](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/chang-jing-wen-zi-jian-ce/arbitrary-oriented-scene-text-detection-via-rotation-proposals.md)
- [PixelLink: Detecting Scene Text via Instance Segmentation](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/chang-jing-wen-zi-jian-ce/pixellink-detecting-scene-text-via-instance-segmentation.md)
- [文字识别](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/wen-zi-shi-bie.md)
- [Spatial Transform Networks](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/wen-zi-shi-bie/spatial-transform-networks.md)
- [Robust Scene Text Recognition with Automatic Rectification](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/wen-zi-shi-bie/robust-scene-text-recognition-with-automatic-rectification.md)
- [Bidirectional Scene Text Recognition with a Single Decoder](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/wen-zi-shi-bie/bidirectional-scene-text-recognition-with-a-single-decoder.md)
- [multi-task learning for text recognition with joint CTC-attention](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/wen-zi-shi-bie/multi-task-learning-for-text-recognition-with-joint-ctc-attention.md)
- [端到端文字检测与识别](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/duan-dao-duan-wen-zi-jian-ce-yu-shi-bie.md)
- [Reading Text in the Wild with Convolutional Neural Networks](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/duan-dao-duan-wen-zi-jian-ce-yu-shi-bie/reading-text-in-the-wild-with-convolutional-neural-networks.md)
- [Deep TextSpotter: An End-to-End Trainable Scene Text Localization and Recognition Framework](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/duan-dao-duan-wen-zi-jian-ce-yu-shi-bie/deep-textspotter-an-end-to-end-trainable-scene-text-localization-and-recognition-framework.md)
- [实例解析：字符验证码破解](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/shi-li-jie-xi-ff1a-yan-zheng-ma-po-jie.md)
- [二维信息识别](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/er-wei-xin-xi-shi-bie.md)
- [基于Seq2Seq的公式识别引擎](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/er-wei-xin-xi-shi-bie/ji-yu-seq2seq-de-gong-shi-shi-bie-yin-qing.md)
- [Show and Tell: A Neural Image Caption Generator](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/er-wei-xin-xi-shi-bie/show-and-tell-a-neural-image-caption-generator.md)
- [Show, Attend and Tell: Neural Image Caption Generation with Visual Attention](https://senliuy.gitbook.io/advanced-deep-learning/di-wu-zhang-ff1a-guang-xue-zi-fu-shi-bie/er-wei-xin-xi-shi-bie/show-attend-and-tell-neural-image-caption-generation-with-visual-attention.md)