Alptekin Temizel

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 57

Top Topics

Gpu Implementation

Anomaly Detection

Kernel Learning

Top Venues

Publications

Ümit Mert Çaglar, Alperen Inci, Oguz Hanoglu, Görkem Polat, Alptekin Temizel
Ulcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation. CoRR (2023)
Fatih Cagatay Akyon, Alptekin Temizel
State-of-the-Art in Nudity Classification: A Comparative Analysis. CoRR (2023)
M. Esat Kalfaoglu, Halil Ibrahim Öztürk, Ozsel Kilinc, Alptekin Temizel
TopoMask: Instance-Mask-Based Formulation for the Road Topology Problem via Transformer-Based Architecture. CoRR (2023)
Meryem Mine Gündogan, Tolga Aksoy, Alptekin Temizel, Ugur Halici
IR Reasoner: Real-time Infrared Object Detection by Visual Reasoning. CVPR Workshops (2023)
Ayberk Aydin, Alptekin Temizel
Adversarial image generation by spatial transformation in perceptual colorspaces. Pattern Recognit. Lett. 174 (2023)
Ümit Mert Çaglar, Alperen Inci, Oguz Hanoglu, Görkem Polat, Alptekin Temizel
Ulcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation. BIBM (2023)
Ayberk Aydin, Alptekin Temizel
Adversarial Image Generation by Spatial Transformation in Perceptual Colorspaces. CoRR (2023)
Fatih Cagatay Akyon, Alptekin Temizel
State-of-the-Art in Nudity Classification: A Comparative Analysis. ICASSP Workshops (2023)
Ece Isik-Polat, Gorkem Polat, Altan Koçyigit, Alptekin Temizel
Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation. CoRR (2022)
Ayse Elvan Aydemir, Tugba Taskaya-Temizel, Alptekin Temizel
A Machine Learning Ensembling Approach to Predicting Transfer Values. SN Comput. Sci. 3 (3) (2022)
Fatih Cagatay Akyon, Sinan Onur Altinuc, Alptekin Temizel
Slicing Aided Hyper Inference and Fine-tuning for Small Object Detection. CoRR (2022)
Fatih Cagatay Akyon, Sinan Onur Altinuc, Alptekin Temizel
Slicing Aided Hyper Inference and Fine-Tuning for Small Object Detection. ICIP (2022)
Fatih Cagatay Akyon, Erdem Akagündüz, Sinan Onur Altinuc, Alptekin Temizel
Sequence Models for Drone vs Bird Classification. CoRR (2022)
Gorkem Polat, Ilkay Ergenc, Haluk Tarik Kani, Yesim Ozen Alahdab, Ozlen Atug, Alptekin Temizel
Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation. CoRR (2022)
Kaan Furkan Altinok, Afsin Peker, Cihangir Tezcan, Alptekin Temizel
GPU accelerated 3DES encryption. Concurr. Comput. Pract. Exp. 34 (9) (2022)
Fatih Cagatay Akyon, Alptekin Temizel
Deep Architectures for Content Moderation and Movie Content Rating. CoRR (2022)
Fatih Çagatay Akyön, Ali Devrim Ekin Çavusoglu, Cemil Cengiz, Sinan Onur Altinuc, Alptekin Temizel
Automated question generation and question answering from Turkish texts. Turkish J. Electr. Eng. Comput. Sci. 30 (5) (2022)
Ülkü Uzun, Alptekin Temizel
Cycle-Spinning Convolution for Object Detection. IEEE Access 10 (2022)
Gorkem Polat, Ilkay Ergenc, Haluk Tarik Kani, Yesim Ozen Alahdab, Ozlen Atug, Alptekin Temizel
Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation. MIUA (2022)
Cihan Öngün, Alptekin Temizel
LPMNet: Latent part modification and generation for 3D point clouds. Comput. Graph. 96 (2021)
Ece Isik-Polat, Gorkem Polat, Altan Koçyigit, Alptekin Temizel
Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation. BrainLes@MICCAI (2) (2021)
Gorkem Polat, Ece Isik-Polat, Kerem Kayabay, Alptekin Temizel
Polyp Detection in Colonoscopy Images using DeepLearning and Bootstrap Aggregation. EndoCV@ISBI (2021)
Ayberk Aydin, Deniz Sen, Berat Tuna Karli, Oguz Hanoglu, Alptekin Temizel
Imperceptible Adversarial Examples by Spatial Chroma-Shift. CoRR (2021)
Ayse Elvan Aydemir, Tugba Taskaya-Temizel, Alptekin Temizel, Kliment Preshlenov, Daniel M. Strahinov
A Dimension Reduction Approach to Player Rankings in European Football. IEEE Access 9 (2021)
Ayberk Aydin, Deniz Sen, Berat Tuna Karli, Oguz Hanoglu, Alptekin Temizel
Imperceptible Adversarial Examples by Spatial Chroma-Shift. AdvM @ ACM Multimedia (2021)
Fatih Cagatay Akyon, Devrim Cavusoglu, Cemil Cengiz, Sinan Onur Altinuc, Alptekin Temizel
Automated question generation and question answering from Turkish texts using text-to-text transformers. CoRR (2021)
Mehmet Ali Arabaci, Fatih Özkan, Elif Sürer, Peter Jancovic, Alptekin Temizel
Multi-modal egocentric activity recognition using multi-kernel learning. Multim. Tools Appl. 80 (11) (2021)
Sharib Ali, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê 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 E. East, Jens Rittscher
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy. Medical Image Anal. 70 (2021)
Cihan Öngün, Alptekin Temizel
LPMNet: Latent Part Modification and Generation for 3D Point Clouds. CoRR (2020)
Sharib Ali, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê 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 E. East, Jens Rittscher
A translational pathway of deep learning methods in GastroIntestinal Endoscopy. CoRR (2020)
Kaan Furkan Altinok, Afsin Peker, Alptekin Temizel
Bit-level Parallelization of 3DES Encryption on GPU. CoRR (2020)
Gorkem Polat, Deniz Sen, Alperen Inci, Alptekin Temizel
Endoscopic Artefact Detection with Ensemble of Deep Neural Networks and False Positive Elimination. EndoCV@ISBI (2020)
Hamza Eray, Alptekin Temizel
Performance Analysis of Noise Subspace-based Narrowband Direction-of-Arrival (DOA) Estimation Algorithms on CPU and GPU. CoRR (2020)
Hilmi Kumdakci, Cihan Öngün, Alptekin Temizel
Generative Data Augmentation for Vehicle Detection in Aerial Images. CoRR (2020)
Atil Ilerialkan, Alptekin Temizel, Hüseyin Hacihabiboglu
Speaker and Posture Classification using Instantaneous Intraspeech Breathing Features. CoRR (2020)
Hilmi Kumdakci, Cihan Öngün, Alptekin Temizel
Generative Data Augmentation for Vehicle Detection in Aerial Images. ICPR Workshops (8) (2020)
Mete Can Kaya, Alperen Inci, Alptekin Temizel
Optimization of XNOR Convolution for Binary Convolutional Neural Networks on GPU. CoRR (2020)
Kadir Cenk Alpay, Kadir Berkay Aydemir, Alptekin Temizel
Accelerating Translational Image Registration for HDR Images on GPU. CoRR (2020)
Ilker Gurcan, Alptekin Temizel
Heterogeneous CPU-GPU tracking-learning-detection (H-TLD) for real-time object tracking. J. Real Time Image Process. 16 (2) (2019)
Ülkü Uzun, Alptekin Temizel
Cycle-Spinning GAN for Raindrop Removal from Images. AVSS (2019)
Bilgin Aksoy, Alptekin Temizel
Attack Type Agnostic Perceptual Enhancement of Adversarial Images. CoRR (2019)
Mehmet Ali Arabaci, Fatih Özkan, Elif Sürer, Peter Jancovic, Alptekin Temizel
Multi-modal Egocentric Activity Recognition using Audio-Visual Features. CoRR (2018)
Cihan Öngün, Alptekin Temizel
Paired 3D Model Generation with Conditional Generative Adversarial Networks. ECCV Workshops (1) (2018)
Cihan Ongun, Alptekin Temizel
Paired 3D Model Generation with Conditional Generative Adversarial Networks. CoRR (2018)
Fatih Ozkan, Elif Sürer, Alptekin Temizel
Ranking based boosted multiple kernel learning for activity recognition on first-person videos. SIU (2018)
Ayse Elvan Aydemir, Alptekin Temizel, Tugba Taskaya-Temizel
The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples. CoRR (2018)
Dervis Utku Ufuk, Alptekin Temizel, Ahmet Murat Özbayoglu
Optimized GPU Implementation of JPEG 2000 for Satellite Image Decompression. CSE (2018)
Fatih Ozkan, Mehmet Ali Arabaci, Elif Sürer, Alptekin Temizel
Boosted multiple kernel learning for first-person activity recognition. EUSIPCO (2017)
Fatih Ozkan, Mehmet Ali Arabaci, Elif Sürer, Alptekin Temizel
Boosted Multiple Kernel Learning for First-Person Activity Recognition. CoRR (2017)
Ahmet Yigit, Alptekin Temizel
Individual and group tracking with the evaluation of social interactions. IET Comput. Vis. 11 (3) (2017)
Pedro B. Pascoal, Pedro F. Proença, Filipe Gaspar, Miguel Sales Dias, Alfredo Ferreira, Atsushi Tatsuma, Masaki Aono, K. Berker Logoglu, Sinan Kalkan, Alptekin Temizel, Bo Li, Henry Johan, Yijuan Lu, Viktor Seib, Norman Link, Dietrich Paulus
Shape Retrieval of Low-Cost RGB-D Captures. 3DOR@Eurographics (2016)
Ayse Elvan Gunduz, Cihan Ongun, Tugba Taskaya-Temizel, Alptekin Temizel
Density aware anomaly detection in crowded scenes. IET Comput. Vis. 10 (5) (2016)
K. Berker Logoglu, Sinan Kalkan, Alptekin Temizel
CoSPAIR: Colored Histograms of Spatial Concentric Surflet-Pairs for 3D object recognition. Robotics Auton. Syst. 75 (2016)
Seyma Kucukozer Cavdar, Erkam Akkurt, Davut Cavdar, Alptekin Temizel, Tugba Taskaya-Temizel
UBDroid: Kullanici Davranis Analizi icin Akilli Telefon Uygulamalari Kullanim Izleme Araci. UYMS (2016)
Serdar Buyuksarac, Gözde B. Akar, Alptekin Temizel
Real-time panoramic background subtraction on GPU. SIU (2016)
Püren Güler, Deniz Emeksiz, Alptekin Temizel, Mustafa Teke, Tugba Taskaya-Temizel
Real-time multi-camera video analytics system on GPU. J. Real Time Image Process. 11 (3) (2016)
Ahmet Yigit, Alptekin Temizel
Particle filter based Conjoint Individual-Group Tracker (CIGT). AVSS (2015)
Cihan Ongun, Alptekin Temizel, Tugba Taskaya-Temizel
Clustering of local behaviour in crowd videos. SIU (2014)
Ayse Elvan Gunduz, Tugba Taskaya-Temizel, Alptekin Temizel
Pedestrian zone anomaly detection by non-parametric temporal modelling. AVSS (2014)
Cihan Ongun, Alptekin Temizel, Tugba Taskaya-Temizel
Local anomaly detection in crowded scenes using Finite-Time Lyapunov Exponent based clustering. AVSS (2014)
Ayse Elvan Gunduz, Tugba Taskaya-Temizel, Alptekin Temizel
Density estimation in crowd videos. SIU (2014)
Buket Ogul, Alptekin Temizel
Person re-identification by combining features in a learning based framework. ICDP (2013)
Püren Güler, Alptekin Temizel, Tugba Taskaya-Temizel
Real-time global anomaly detection for crowd video surveillance using SIFT. ICDP (2013)
Püren Güler, Alptekin Temizel, Tugba Taskaya-Temizel
An unsupervised method for anomaly detection from crowd videos. SIU (2013)
Ayse Elvan Gunduz, Alptekin Temizel, Tugba Taskaya-Temizel
Feature detection and tracking for extraction of crowd dynamics. SIU (2013)
Yalin Bastanlar, Alptekin Temizel, Yasemin Yardimci, Peter F. Sturm
Multi-view structure-from-motion for hybrid camera scenarios. Image Vis. Comput. 30 (8) (2012)
Cigdem Beyan, Ahmet Yigit, Alptekin Temizel
Fusion of thermal- and visible-band video for abandoned object detection. J. Electronic Imaging 20 (3) (2011)
Yalin Bastanlar, Alptekin Temizel, Yasemin Yardimci, Peter F. Sturm
Effective Structure-from-Motion for Hybrid Camera Systems. ICPR (2010)
Mustafa Teke, Alptekin Temizel
Multi-spectral Satellite Image Registration Using Scale-Restricted SURF. ICPR (2010)
Mehmet Firat Vural, Yasemin Yardimci, Alptekin Temizel
Registration of Multispectral Satellite Images with Orientation-Restricted SIFT. IGARSS (3) (2009)
Ali Saglam, Alptekin Temizel
Real-Time Adaptive Camera Tamper Detection for Video Surveillance. AVSS (2009)
Alptekin Temizel
Image Resolution Enhancement using Wavelet Domain Hidden Markov Tree and Coefficient Sign Estimation. ICIP (5) (2007)
Anil Aksay, Alptekin Temizel, A. Enis Çetin
Camera tamper detection using wavelet analysis for video surveillance. AVSS (2007)
Alptekin Temizel, Theo Vlachos
Image resolution upscaling in the wavelet domain using directional cycle spinning. J. Electronic Imaging 14 (4) (2005)
Alptekin Temizel, Theo Vlachos
Wavelet domain image resolution enhancement using cycle spinning and edge modelling. EUSIPCO (2005)