Survey of object detection over the past 20 years
Survey of object detection over the past 20 years
Object Detection in 20 Years: A Survey
arXiv paper abstract https://arxiv.org/abs/1905.05055
arXiv PDF paper https://arxiv.org/pdf/1905.05055.pdf
Object detection, as of one the most fundamental and challenging problems in computer vision, has received great attention in recent years.
Over the past two decades, … have seen a rapid technological evolution of object detection and its profound impact on the entire computer vision field.
If … consider today’s object detection technique as a revolution driven by deep learning, then back in the 1990s, … would see the ingenious thinking and long-term perspective design of early computer vision.
This paper extensively reviews this fast-moving research field in the light of technical evolution, spanning over a quarter-century’s time (from the 1990s to 2022).
A number of topics have been covered in this paper, including the milestone detectors in history, detection datasets, metrics, fundamental building blocks of the detection system, speed-up techniques, and the recent state-of-the-art detection methods.
Stay up to date. Subscribe to my posts https://morrislee1234.wixsite.com/website/contact
Web site with my other posts by category https://morrislee1234.wixsite.com/website
LinkedIn https://www.linkedin.com/in/morris-lee-47877b7b
