Object recognition by distortion-free graph embedding and random forest

MF Demirci, S Kacka - 2016 IEEE Tenth International …, 2016 - ieeexplore.ieee.org
Error tolerant graph matching is required not only in many realistic object recognition
scenarios, but also in different domains such as document analysis and mechanical …

Object detection based on scale-invariant partial shape matching

H Fan, Y Cong, Y Tang - Machine Vision and Applications, 2015 - Springer
This paper aims at detecting objects via a partial shape matching in unlabeled real images.
As both the scale and consistent fragment extraction are troublesome issues in computer …

Object recognition based on critical nodes

A Boluk, MF Demirci - Pattern Analysis and Applications, 2019 - Springer
In recent decades, the need for efficient and effective image search from large databases
has increased. In this paper, we present a novel shape matching framework based on …

傅里叶变换耦合曲率尺度空间的图形检索算法

吴庆涛, 曹再辉, 施进发 - 包装工程工程版, 2016 - packjour.cn
目的解决当前基于曲率尺度空间CSS 的图形检索算法仅仅使用了曲率空间图的峰值,
且该峰值数量是根据图像形状不断变化的, 加上其忽略了图形的重要特征 …

Automated image matching and new readings for Cyrus the Great's 547 BC campaign in the Nabonidus Chronicle (BM 35382= ABC 7)

SF Adalı, MF Demirci, AM Özbayoğlu - Die Welt des Orients, 2017 - vr-elibrary.de
This article introduces an automated image matching technique called Scale Invariant
Feature Transform (SIFT) as a tool to supplement the collation of problematic cuneiform …

Class representative computation using graph embedding

F Aydos, A Soran, MF Demirci - … , Naples, Italy, September 9-13, 2013 …, 2013 - Springer
Due to representative power of graphs, graph-based object recognition has received a great
deal of research attention in literature. Given an object represented as a graph, performing …

Class representative computation using graph embedding and clustering

F Aydos, MF Demirci - 2013 21st Signal Processing and …, 2013 - ieeexplore.ieee.org
One of the methods for object recognition is based on graph embedding. By representing
objects expressed as graphs into the vector space, this technique makes it possible to use …