Search Results for author: Erdem Akagunduz

Found 7 papers, 0 papers with code

Sequence Models for Drone vs Bird Classification

no code implementations21 Jul 2022 Fatih Cagatay Akyon, Erdem Akagunduz, Sinan Onur Altinuc, Alptekin Temizel

Moreover, we propose a new drone vs. bird sequence classification dataset to train and evaluate the proposed architectures.

Classification object-detection +2

A Survey on Infrared Image and Video Sets

no code implementations16 Mar 2022 Kevser Irem Danaci, Erdem Akagunduz

In this survey, we compile a list of publicly available infrared image and video sets for artificial intelligence and computer vision researchers.

Motion Detection object-detection +2

Filter design for small target detection on infrared imagery using normalized-cross-correlation layer

no code implementations15 Jun 2020 H. Seçkin Demir, Erdem Akagunduz

In this paper, we introduce a machine learning approach to the problem of infrared small target detection filter design.

A Hybrid Framework for Matching Printing Design Files to Product Photos

no code implementations9 Jun 2020 Alper Kaplan, Erdem Akagunduz

Using this image set, we benchmark various hand-crafted and deep features for matching performance and propose a framework in which deep learning is utilized with highest contribution, but without disabling real-time operation using an ordinary desktop computer.

Defining Image Memorability using the Visual Memory Schema

no code implementations5 Mar 2019 Erdem Akagunduz, Adrian G. Bors, Karla K. Evans

Memorability of an image is a characteristic determined by the human observers' ability to remember images they have seen.

Transfer Learning

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