CVPR-Paper-Analysis

Statistics and Visualization of acceptance rate, main keyword of CVPR 2019 accepted papers for the main Computer Vision conference (CVPR 2019)

Inspired by ICLR2019-OpenReviewData

CVPR 2019 Acceptance rate (2015~2019)

• The total number of papers is increasing every year and this year has increased significantly!
• The acceptance rate decreased from 30% to 25%.

CVPR 2019 simple paper review(20 papers)

• Slide

CVPR Paper Keywords statistics

• Accepted Paper list

• Most of the top keywords were maintained

  • Image, detection, 3d, object, video, segmentation, adversarial, recognition, visual …

• graph, cloud, representation are about twice as frequent

  • graph : 15 -> 45
  • representation: 25 -> 48
  • cloud: 16 -> 35

Analysis and Visualization Code (Jupyter Notebook)

• The above data can be obtained from a simple jupyter notebook script.
• I wrote two versions of the code.
  • CVPR2019_stats.ipynb --> All topics analysis visualization.
  • CVPR_paper_statistics_using_csv.ipynb --> Use csv data format

Prerequisites

• python3.5
• selenium
• wordcloud
• matplotlib

or

I highly recommend to use google colab

Just download jupyter notebook and move to your google drive and Open with Colaboratory