论文文献整理【持续更新】
论文文献整理【持续更新】
文献分类
- 经典模型
- 目标检测相关
- 文字检测与识别细分
- 链接下载
-
经典模型：
-
- AlexNet：AlexNet——【NIPS2012】 Imagenet classification with deep convolutional neural networks
- GoogleNet：GoogleNet——【CVPR2015】Going Deeper with Convolutions
- ResNet：ResNet——【arXiv2015】Deep Residual Learning for Image Recognition
- ResNeXt：ResNeXt——【arXiv2016】Aggregated Residual Transformations for Deep Neural Networks
- VGG16：VGG16——【arXiv2015】Very Deep Convolutional Networks for Large-Scale Image Recognition
-
目标检测相关：
-
- R-CNN：R-CNN——【CVPR2014】Rich feature hierarchies for accurate object detection and semantic segmentation
- SPP：SPP——【ECCV2014】Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
- Multibox：Multibox——【CVPR2014】Scalable Object Detection using Deep Neural Networks
- Fast R-CNN：Fast R-CNN——【ICCV2015】Fast R-CNN
- Faster R-CNN：Faster RCNN——【NIPS2015】Faster R-CNN_Towards Real-Time Object Detection with Region Proposal Networks
- R-FCN：R-FCN——【arXiv2016】R-FCN Object Detection via Region-based Fully Convolutional Networks
- SSD：SSD——【ECCV2016】SSD Single Shot MultiBox Detector
- YOLO：YOLO——【CVPR2016】You Only Look Once_Unified Real-Time Object Detection
- Mask R-CNN：Mask R-CNN——【arXiv2017】Mask R-CNN
-
文字检测与识别细分：
-
- 综述
- 白翔
- 检测
- XiangBai——【CVPR2012】Detecting Texts of Arbitrary Orientations in Natural Images
- XiangBai——【CVPR2015】Symmetry-Based Text Line Detection in Natural Scenes
- XiangBai——【CVPR2016】Multi-Oriented Text Detection with Fully Convolutional Networks
- XiangBai——【arXiv2016】Scene Text Detection via Holistic, Multi-Channel Prediction
- Xiang Bai——【CVPR2017】Detecting Oriented Text in Natural Images by Linking Segments
- XiangBai——【AAAI2017】TextBoxes_A Fast Text Detector with a Single Deep Neural Network
- 识别
- 端到端
- 综述
- 检测
- 黄伟林
- 检测
- Weilin Huang——【ICCV2013】Text localization in natural images using stroke feature transform and text covariance descriptors
- Weilin Huang——【ECCV2014】Robust Scene Text Detection with Convolution Neural Network Induced MSER Trees
- Weilin Huang——【TIP2016】Text-Attentional Convolutional Neural Networks for Scene Text Detection
- Weilin Huang——【arXiv2016】Accurate Text Localization in Natural Image with Cascaded Convolutional Text Network
- Weilin Huang——【ECCV2016】Detecting Text in Natural Image with Connectionist Text Proposal Network
- 识别
- 检测
- 金连文
- 刘成林
- 殷绪成
- VGG
- Lukas Neumann
- Lukas Neumann——【ACCV2010】A method for text localization and recognition in real-world images
- Lukas Neumann——【ICDAR2011】Text Localization in Real-world Images using Efficiently Pruned Exhaustive Search
- Lukas Neumann——【CVPR2012】Real-Time Scene Text Localization and Recognition
- Lukas Neumann——【ICCV2013】Scene text localization and recognition with oriented stroke detection
- Lukas Neumann——【ICDAR2013】On Combining Multiple Segmentations in Scene Text Recognition
- Lukas Neuman——【ICCV2015】Fastext_Efficient unconstrained scene text detector
- Lukas Neumann——【ICDAR2015】Efficient Scene Text Localization and Recognition with Local Character Refinement
- Lukas Neuman——【PAMI2015】Real-time Lexicon-free Scene Text Localization and Recognition
- Lukas Neumann——【arXiv2016】COCO-Text Dataset and Benchmark for Text detection and recognition in Natural Images
- Hojin Cho
- Chucai Yi
- Chucai Yi——【TIP2011】Text String Detection From Natural Scenes by Structure-Based Partition and Grouping
- Chucai Yi——【TIP2012】Localizing Text in Scene Images by Boundary Clustering, Stroke Segmentation, and String Fragment Classification
- Chucai Yi——【CVIU2013】Text Extraction from Scene Images by Character Appearance and Structure Modeling
- Chucai Yi——【ICDAR2013】Feature Representations for Scene Text Character Recognition A Comparative Study
- Anand Mishra
- Anand Mishra——【ICDAR2011】An MRF model for binarization of natural scene text
- Anand Mishra——【CVPR2012】Top-down and bottom-up cues for scene text recognition
- Anand Mishra——【BMVC2012】Scene Text Recognition using Higher Order Language Priors
- Anand Mishra——【ICCV2013】Image Retrieval using Textual Cues
- Anand Mishra——【ICDAR2013】Whole is greater than sum of parts_Recognizing scene text words
- KaiWang
- TaoWang
- ICDAR等标准
- ICDAR 2003 Robust Reading Competitions
- ICDAR 2005 Text Locating Competition Results
- ICDAR 2011 Robust Reading Competition Challenge 2 Reading Text in Scene Images
- ICDAR 2013 Robust Reading Competition
- ICDAR 2015 Competition on Robust Reading
- ICDAR2015 Competition on Incidental Scene Text Understanding
- The pascal visual object classes (voc) challenge
