hoya012 / cvpr-2019-paper-statistics

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

CVPR-Paper-Statistics

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.
  • CVPR_paper_statistics_using_csv.ipynb --> Use csv data format
  • CVPR_paper_statistics_using_chrome.ipynb --> Use website 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

cvpr-2019-paper-statistics's Issues

How to know the organizer (University, Institute, Company) of author

Hi Hoseong,

Thanks for sharing great statistics.

Can you tell me how you get the organizer (University, Institute, Company) of author.

About Oral Paper List

Hi, I'm trying to find out all ICCV2019 oral papers, may I ask how did you get the CVPR2019 oral paper list?

About access to csv file

Hey, thank your for this repo.

I am arranging the paper list of CVP2020 recently.

And wondering how to get the CSV files like cvpr_2019_oral.csv and cvpr_2020_poster.csv?

Can you point out the way to access them? It seems not available on the official website of CVPR2020.

Look forward to your reply.