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人脸检测相关Paper&资源汇总

2019.04.02 14:22 3107浏览

想要简单了解下人脸检测问题,推荐直接阅读Wider Face数据集评测的各个算法:

了解如下:

http://mmlab.ie.cuhk.edu.hk/projects/WIDERFace/WiderFace_Results.html

更多的人脸文章,则可以扫一下里面的论文列表:

文章内容转载自:https://zhuanlan.zhihu.com/p/38512246

  1. ACMMM2016_UnitBox:An Advanced Object Detection Network:

  2. arxiv2016_Face Detection with the Faster R-CNN:

  3. arxiv2016_xiaomi_Bootstrapping Face Detection with Hard Negative Examples:

  4. arxiv2017_Face Detection using Deep Learning:An Improved Faster RCNN Approach:

  5. arxiv2017_FAN_Face Attention Network:An Effective Face Detector for the Occluded Faces

  6. arxiv2017_tencent_Face R-CNN:

  7. arxiv2017_tencent_Face R-FCN_Detecting Faces Using Region-based Fully Convolutional Networks:

  8. arxiv2018_FDNet_Face Detection Using Improved Faster RCNN:

  9. CVPR2016_FaceCraft_Joint Training of Cascaded CNN for Face Detection:

  10. CVPR2018_PCN_Real-Time Rotation-Invariant Face Detection with Progressive Calibration Networks:

  11. CVPR2018_ZCC_Seeing Small Faces from Robust Anchors Perspective:

  12. ICCV2017_S3FD:Single Shot Scale-Invariant Face Detector:

  13. ICCV2017_SSH:Single Stage Headless Face Detector:

  14. SPL2016_MTCNN_Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks:

  15. CVPR2015_CascadeCNN_A Convolutional Neural Network Cascade for Face Detection:

  16. arxiv2017_ScaleFace_Face Detection through Scale-Friendly Deep Convolutional Networks:

  17. CVPR2017_SAFD_Scale-Aware Face Detection

  18. IJCB2017_FaceBoxes:A CPU Real-time Face Detector with High Accuracy

  19. arxiv2018_SFace:An Efficient Network for Face Detection in Large Scale Variations

  20. CVPR2016_Multiscale Cascade CNN_WIDER FACE:A Face Detection Benchmark

  21. arxiv2015_DenseBox:Unifying Landmark Localization with End to End Object Detection

  22. ECCV2016_MSCNN_A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection

  23. ICCV2017_RSA_Recurrent Scale Approximation for Object Detection in CNN

  24. CVPR2017_HR_Finding Tiny Faces

  25. arxiv2018_PyramidBox:A Context-assisted Single Shot Face Detector

  26. CVPR2018_S2AP_Beyond Trade-off:Accelerate FCN-based Face Detection with Higher Accuracy

  27. DLB2017_CMS-RCNN:Contextual Multi-Scale Region-Based CNN for Unconstrained Face Detection

  28. ECCV2016_STN_Supervised Transformer Network for Efficient Face Detection

  29. arxiv2017_AOFD_Masquer Hunter:Adversarial Occlusion-aware Face Detection

  30. CVPR2017_LLE-CNNs_Detecting Masked Faces in the Wild with LLE-CNNs

  31. arxiv2017_MB-FCN_Multi-branch fully convolutional network for face detection

  32. CVPR2018_FaceGANs_Finding Tiny Faces in the Wild with Generative Adversarial Network

  33. arxiv2018_SRN_Selective refinement network for high performance face detection

  34. 34. arxiv2018_FANet_Feature agglomeration networks for single stage face detection

  35. arxiv2018_DSFD:Dual Shot Face Detector

  36. NC2018_DCFPN_Detecting face with densely connected face proposal network

  37. arxiv2019_VIM-FD_Robust and High Performance Face Detector

  38. CCBR2018_AFD_Single Shot Attention-Based Face Detector

  39. arxiv2018_LSFHI_Robust Face Detection via Learning Small Faces on Hard Images

  40. arxiv2019_Improved SRN_Improved Selective Refinement Network for Face Detection

  41. ICCV2017_ICC-CNN_Detecting Faces Using Inside Cascaded Contextual CNN

  42. arxiv2018_Detecting and counting tiny faces

  43. arxiv2019_TohokuFace_Revisiting a single-stage method for face detection

  44. arxiv2019_FDDB-360:Face Detection in 360-degree Fisheye Images

  45. arxiv2019_MSFD:Multi-Scale Receptive Field Face Detector

  46. arxiv2014_Face detection with a 3d model

  47. arxiv2016_Occlusion Coherence:Detecting and Localizing Occluded Faces

  48. BMVC2015_Deep face recognition

  49. BTAS2015_A deep pyramid deformable part model for face detection

  50. CVPR2012_Face Detection, Pose Estimation, and Landmark Localization in the Wild

  51. CVPR2013_Detecting and Aligning Faces by Image Retrieval

  52. CVPR2014_Efficient Boosted Exemplar-Based Face Detection

  53. CVPR2016_Exploit All the Layers:Fast and Accurate CNN Object Detector with Scale Dependent Pooling and Cascaded Rejection Classifiers

  54. ECCV2014_Face Detection without Bells and Whistles

  55. ECCV2014_Joint Cascade Face Detection and Alignment

  56. ECCV2016_Face Detection with End-to-End Integration of a ConvNet and a 3D Model

  57. ECCV2016_Grid loss:Detecting occluded faces

  58. ICB2015_Unconstrained face detection:State of the art baseline and challenges

  59. ICCV2007_Fast training and selection of Haar features using statistics in boosting-based face detection

  60. ICCV2013_Probabilistic elastic part model for unsupervised face detector adaptation

  61. ICCV2015_Convolutional Channel Features

  62. ICCV2015_Faceness-WIDER_From Facial Parts Responses to Face Detection:A Deep Learning Approach

  63. ICCV2015_Visual Phrases for Exemplar Face Detection

  64. ICFG2015_Fine-grained evaluation on face detection in the wild

  65. ICMR2015_Multi-view Face Detection Using Deep Convolutional Neural Networks

  66. ICPR2016_LDCF_To Boost or Not to Boost? On the Limits of Boosted Trees for Object Detection

  67. IJCB2014_ACF-WIDER_Aggregate channel features for multi-view face detection

  68. IJCV2004_haar_adaboost_Robust real-time face detection

  69. IJCV2008_On the Design of Cascades of Boosted Ensembles for Face Detection

  70. INNSCBD2016_A fast deep convolutional neural network for face detection in big visual data

  71. IVC2014_Face detection by structural models

  72. NIPS2015_Spatial transformer networks

  73. TPAMI2016_A Fast and Accurate Unconstrained Face Detector

  74. TPAMI2017_Faceness-Net:Face Detection through Deep Facial Part Responses

  75. TPAMI2017_HyperFace:A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition

  76. WACV2014_Improving multiview face detection with multitask deep convolutional neural networks

  77. CVIU2015_A survey on face detection in the wild: past, present and future


人脸检测相关benchmark:

1. IJB-A:CVPR2015_Pushing the frontiers of unconstrained face detection and recognition:IARPA Janus Benchmark A

2. WIDER FACE:CVPR2016_Multiscale Cascade CNN_WIDER FACE:A Face Detection Benchmark

3. AFLW:ICCVW2012_Annotated facial landmarks in the wild:A large-scale, real-world database for facial landmark localization

4. FDDB:UMCS2010_FDDB:A Benchmark for Face Detection in Unconstrained Settings

5. AFW:CVPR2012_Face Detection, Pose Estimation, and Landmark Localization in the Wild

6. Pascal Face:IVC2014_Face detection by structural models

7. MALF:ICFG2015_Fine-grained evaluation on face detection in the wild

8. 4K-Face:arxiv2018_SFace:An Efficient Network for Face Detection in Large Scale Variations

9. MAFA:CVPR2017_Detecting Masked Faces in the Wild with LLE-CNNs

10. arxiv2019_FDDB-360:Face Detection in 360-degree Fisheye Images


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