论文阅读技巧

TIPS1

introduction 中 一般会提出贡献，这就是这篇论文能发出来的关键信息点。值得反复思考

Example

论文 A Convolutional Neural Network Cascade for Face Detection

In this work, our contributions are four-fold: 
• we propose a CNN cascade for fast face detection; 
• we introduce a CNN-based face bounding box calibration step in the cascade to help accelerate the CNN cascade and obtain high quality localization; 
• we present a multi-resolution CNN architecture that can be more discriminative than the single resolution CNN with only a fractional overhead; 
• we further improve the state-of-the-art performance on the Face Detection Data Set and Benchmark (FDDB) [7].