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Generative Data Augmentation for Vehicle Detection in Aerial Images

Dec 09, 2020
Hilmi Kumdakc─▒, Cihan ├ľng├╝n, Alptekin Temizel

* Workshop on Analysis of Aerial Motion Imagery (WAAMI 2020) in conjunction with 25th International Conference on Pattern Recognition (ICPR 2020) 

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A translational pathway of deep learning methods in GastroIntestinal Endoscopy

Oct 12, 2020
Sharib Ali, Mariia Dmitrieva, Noha Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Le Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James East, Jens Rittscher

* 30 pages 

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LPMNet: Latent Part Modification and Generation for 3D Point Clouds

Aug 08, 2020
Cihan ├ľng├╝n, Alptekin Temizel

* Submitted for Consideration for Publication in The Visual Computer, International Journal of Computer Graphics 

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Optimization of XNOR Convolution for Binary Convolutional Neural Networks on GPU

Jul 28, 2020
Mete Can Kaya, Alperen ─░nci, Alptekin Temizel

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Accelerating Translational Image Registration for HDR Images on GPU

Jul 13, 2020
Kadir Cenk Alpay, Kadir Berkay Aydemir, Alptekin Temizel

* Submitted for Consideration for Publication in High Performance Computing Conference 2020 

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Speaker and Posture Classification using Instantaneous Intraspeech Breathing Features

May 25, 2020
At─▒l ─░lerialkan, Alptekin Temizel, H├╝seyin Hac─▒habibo─člu

* 5 pages, 3 figures 

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Attack Type Agnostic Perceptual Enhancement of Adversarial Images

Mar 10, 2019
Bilgin Aksoy, Alptekin Temizel

* This paper is a preprint of a paper submitted to IET Electronics Letters. If accepted, the copy of record will be available at the IET Digital Library 

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Paired 3D Model Generation with Conditional Generative Adversarial Networks

Aug 09, 2018
Cihan Ongun, Alptekin Temizel

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Multi-modal Egocentric Activity Recognition using Audio-Visual Features

Jul 02, 2018
Mehmet Ali Arabac─▒, Fatih ├ľzkan, Elif Surer, Peter Jan─Źovi─Ź, Alptekin Temizel

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The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples

Mar 31, 2018
Ayse Elvan Aydemir, Alptekin Temizel, Tugba Taskaya Temizel

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Boosted Multiple Kernel Learning for First-Person Activity Recognition

Jun 05, 2017
Fatih Ozkan, Mehmet Ali Arabaci, Elif Surer, Alptekin Temizel

* First published in the Proceedings of the 25th European Signal Processing Conference (EUSIPCO-2017) in 2017, published by EURASIP 

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