In the 1960s, the legendary Stanford artificial intelligence pioneer, John McCarthy, famously gave a graduate student the job of “solving” computer vision as a summer project. It has occupied an entire community of academic researchers for the past 4…
As I walked through the large poster-filled hall at CVPR 2013, I asked myself, “Quo vadis Computer Vision?" (Where are you going, computer vision?) I see lots of papers which exploit last year’s ideas, copious amounts of incremental research, and an…
WTF is computer vision? Posted Nov 13, 2016 by Devin Coldewey, Contributor Next Story Someone across the room throws you a ball and you catch it. Simple, right? Actually, this is one of the most complex processes we've ever attempted to compr…
Analyzing The Papers Behind Facebook's Computer Vision Approach Introduction You know that company called Facebook? Yeah, the one that has 1.6 billion people hooked on their website. Take all of the happy birthday posts, embarrassing pictures of you…
The picture above is funny. But for me it is also one of those examples that make me sad about the outlook for AI and for Computer Vision. What would it take for a computer to understand this image as you or I do? I challenge you to think explicitly…
Capel, David, and Andrew Zisserman. "Computer vision applied to super resolution." Signal Processing Magazine, IEEE 20, no. 3 (2003): 75-86. 简介 超分辨率重建的目的是使用一组低分辨率的图像来估计一副高分辨率图像.重建主要通过两个步骤来完成:配准低分辨率的图片组到一个公共的坐标系,然后使用图像的生成模型(generative image model…
