Skip to main content

Blog

Learn About Our Meetup

5000+ Members

MEETUPS

LEARN, CONNECT, SHARE

Join our meetup, learn, connect, share, and get to know your Toronto AI community. 

JOB POSTINGS

INDEED POSTINGS

Browse through the latest deep learning, ai, machine learning postings from Indeed for the GTA.

CONTACT

CONNECT WITH US

Are you looking to sponsor space, be a speaker, or volunteer, feel free to give us a shout.

[D] Why have we not seen equivalent success in deep learning based image registration?

It seems that other computer vision tasks such as classification, segmentation and synthesis have seen huge advances in accuracy thanks to CNNs, but there seems to be no equivalent advance in image registration. I tried searching for advances in image registration, but it seems that researchers still use ‘classical’ image registration techniques like mutual information, cross-correlation, etc. Even though there are DL image registration research papers, they are not well adopted in the community.

Fundamentally, is there a reason why this task is more complex that the aforementioned ones?

submitted by /u/deep-yearning
[link] [comments]