A novel image retrieval based on visual words integration of SIFT and SURF
With the recent evolution of technology, the number of image archives has increased
exponentially. In Content-Based Image Retrieval (CBIR), high-level visual information is …
exponentially. In Content-Based Image Retrieval (CBIR), high-level visual information is …
A flexible machine vision system for small part inspection based on a hybrid SVM/ANN approach
Abstract Machine vision inspection systems are often used for part classification applications
to confirm that correct parts are available in manufacturing or assembly operations. Support …
to confirm that correct parts are available in manufacturing or assembly operations. Support …
Ancient Roman coin recognition in the wild using deep learning based recognition of artistically depicted face profiles
I Schlag, O Arandjelovic - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
As an interesting application in the realm of cultural heritage, the challenging problem of
computer based analysis of Roman coins is attracting an increasing amount of research …
computer based analysis of Roman coins is attracting an increasing amount of research …
Two sides of the same coin: Improved ancient coin classification using Graph Transduction Games
In this work we tackle the problem of automatic recognition of ancient coin types using a
semisupervised learning method, namely Graph Transduction Games. Such problem is …
semisupervised learning method, namely Graph Transduction Games. Such problem is …
Classification of ancient roman coins by denomination using colour, a forgotten feature in automatic ancient coin analysis
Y Ma, O Arandjelović - Sci, 2020 - mdpi.com
Ancient numismatics, that is, the study of ancient currencies (predominantly coins), is an
interesting domain for the application of computer vision and machine learning, and has …
interesting domain for the application of computer vision and machine learning, and has …
Discovering characteristic landmarks on ancient coins using convolutional networks
J Kim, V Pavlovic - Journal of Electronic Imaging, 2017 - spiedigitallibrary.org
We propose a method to find characteristic landmarks and recognize ancient Roman
imperial coins using deep convolutional neural networks (CNNs) combined with expert …
imperial coins using deep convolutional neural networks (CNNs) combined with expert …
A deep learning approach to classify country and value of modern coins
Abstract The use of Artificial Intelligence (AI) to preserve and promote cultural heritage has
experienced significant growth in recent years. Among the various areas of cultural heritage …
experienced significant growth in recent years. Among the various areas of cultural heritage …
Understanding ancient coin images
J Cooper, O Arandjelović - Recent Advances in Big Data and Deep …, 2020 - Springer
In recent years, a range of problems within the broad umbrella of automatic, computer vision
based analysis of ancient coins has been attracting an increasing amount of attention …
based analysis of ancient coins has been attracting an increasing amount of attention …
Visual reconstruction of ancient coins using cycle-consistent generative adversarial networks
In this paper, our goal is to perform a virtual restoration of an ancient coin from its image. The
present work is the first one to propose this problem, and it is motivated by two key promising …
present work is the first one to propose this problem, and it is motivated by two key promising …
A novel trademark image retrieval system based on multi-feature extraction and deep networks
Graphical Search Engines are conceptually used in many development areas surrounding
information retrieval systems that aim to provide a visual representation of results, typically …
information retrieval systems that aim to provide a visual representation of results, typically …