查看“计算机视觉”的源代码

= 计算机视觉 =

计算机视觉（Computer Vision），简称CV，包含对象检测、人脸识别、文字识别等。

== 对象检测 ==

对象检测，Object Detection，是计算机视觉一项基本功能。

=== R-CNN ===

[http://www.rossgirshick.info/ Ross Girshick]，FAIR研究员，R-CNN 和YOLO 算法的开创者。

'''R-CNN''' (（Region-based Convolutional Network）)
(Code: [https://github.com/rbgirshick/rcnn Matlab])

# Region based convolutional networks for accurate object detection and segmentation, TPAMI, 2015.
# Rich feature hierarchies for accurate object detection and semantic segmentation, CVPR 2014.

'''Fast R-CNN'''
(Code: [https://github.com/rbgirshick/fast-rcnn Python])

# Fast R-CNN, ICCV 2015.

'''Faster R-CNN'''
(Code: [https://github.com/ShaoqingRen/faster_rcnn Matlab], [https://github.com/rbgirshick/py-faster-rcnn Python])

# Faster R-CNN Towards real-time object detection with region proposal networks, NIPS, 2015.

# You Only Look Once: Unified, Real-Time Object Detection, CVPR 2016
(Code [https://pjreddie.com/darknet/yolo/ Yolo])

== 人脸识别 ==

人脸识别，Face Recognition，分为传统机器学习和深度神经网络两大类方法。

=== 传统机器学习 ===

特征脸算法（Eigenface）

局部二值模式（Local Binary Patterns，简称LBP）

Fisherface算法

=== 深度神经网络 ===

CMU - [http://cmusatyalab.github.io/openface/ OpenFace]