Deep learning for computer vision: A brief review

A Voulodimos, N Doulamis, A Doulamis… - Computational …, 2018 - Wiley Online Library
… In Section 3, we describe the contribution of deep learning algorithms to key computer vision
tasks, such as object detection and recognition, face recognition, action/activity recognition, …

[HTML][HTML] Deep learning-enabled medical computer vision

A Esteva, K Chou, S Yeung, N Naik, A Madani… - NPJ digital …, 2021 - nature.com
… Here we survey recent progress in the development of modern computer vision
techniques—powered by deep learning—for medical applications, focusing on medical imaging, …

Deep learning vs. traditional computer vision

N O'Mahony, S Campbell, A Carvalho… - … in Computer Vision …, 2020 - Springer
… This paper will provide a comparison of deep learning to … Deep Learning in recent years
that it is impossible for this paper to capture the many facets and sub-domains of Deep Learning

[图书][B] Deep learning in computer vision: principles and applications

M Hassaballah, AI Awad - 2020 - books.google.com
… Additionally, professionals who want to explore the advances in concepts and implementation
of deep learning algorithms applied to computer vision may find in this book an excellent …

[HTML][HTML] Deep learning in computer vision: A critical review of emerging techniques and application scenarios

J Chai, H Zeng, A Li, EWT Ngai - Machine Learning with Applications, 2021 - Elsevier
Deep learning has been overwhelmingly successful in computer vision (CV), natural language
processing, and video/speech recognition. In this paper, our focus is on CV. We provide a …

Everything you wanted to know about deep learning for computer vision but were afraid to ask

MA Ponti, LSF Ribeiro, TS Nazare, T Bui… - 2017 30th SIBGRAPI …, 2017 - ieeexplore.ieee.org
… in Deep Learning waters. This paper has the objective to introduce the most fundamental
concepts of Deep Learning for Computer Vision in … of Deep Learning for Computer Vision. …

Deep learning

Y LeCun, Y Bengio, G Hinton - nature, 2015 - nature.com
… This success has brought about a revolution in computer vision; ConvNets are now the
dominant approach for almost all recognition and detection tasks 4,58,59,63,64,65 and approach …

[图书][B] Deep learning

I Goodfellow, Y Bengio, A Courville - 2016 - books.google.com
… is primarily concerned with how to build computer systems that are able to successfully solve
… research initiative also included neuroscientists and experts in human and computer vision. …

[图书][B] Deep learning for vision systems

M Elgendy - 2020 - books.google.com
… neural networks and learn to apply deep learning to solve computer vision problems. When
I started writing the book, my primary goal was as follows: “I want to write a book to grow …

Deep learning advances in computer vision with 3d data: A survey

A Ioannidou, E Chatzilari, S Nikolopoulos… - ACM computing …, 2017 - dl.acm.org
Deep learning has recently gained popularity achieving state-of-the-art performance in …
This article surveys methods applying deep learning on 3D data and provides a classification …