{"id":2,"date":"2015-04-30T20:00:53","date_gmt":"2015-04-30T17:00:53","guid":{"rendered":"http:\/\/blog.metu.edu.tr\/atemizel\/?page_id=2"},"modified":"2026-03-26T13:23:41","modified_gmt":"2026-03-26T10:23:41","slug":"publications","status":"publish","type":"page","link":"https:\/\/blog.metu.edu.tr\/atemizel\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"

Refereed Journal Papers:\u00a0<\/b><\/p>\n

    \n
  1. E. Kalfaoglu, H.I. Ozturk, O. Kilinc, A. Temizel,<\/strong> “TopoBDA: Towards Bezier Deformable Attention for Road Topology Understanding”, Neurocomputing (SCI:Q1), doi:10.1016\/j.neucom.2025.132360<\/a>, 670, 132360, March 2026.<\/li>\n
  2. M.M. Kurt<\/span>, \u00dc.M. \u00c7a\u011flar, A. Temizel, “<\/strong>Progressive Disease Image Generation with Ordinal-Aware Diffusion Models”, Diagnostic (SCI:Q1), doi:10.3390\/diagnostics15202558<\/a>, <\/span><\/span>15, 2558, Oct. 2025.<\/span><\/li>\n
  3. Zenk, M., Baid, U., Pati, S. et al. \u201cTowards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge\u201d, Nature Communications (SCI:Q1), doi:10.1038\/s41467-025-60466-1<\/a>, 16, 6274, July 2025.<\/span><\/li>\n
  4. G. Polat, \u00dc.M. \u00c7a\u011flar, A. Temizel, “<\/strong>Class Distance Weighted Cross Entropy Loss for Classification of Disease Severity, Expert Systems with Applications (SCI:Q1), doi: 10.1016\/j.eswa.2024.126372, vol. 269, Apr. 2025. dataset<\/a><\/li>\n
  5. M.A. Arabac\u0131, E. Surer, A. Temizel<\/strong>, “Egocentric Activity Recognition Using Two-Stage Decision Fusion”, Neural Computing and Applications (SCI:Q2), doi:10.1007\/s00521-024-10463-0, Sept. 2024.<\/li>\n
  6. A. Aydin, A. Temizel<\/strong>, “Adversarial Image Generation by Spatial Transformation in Perceptual Colorspaces”, Pattern Recognition Letters (SCI:Q2), doi: 10.1016\/j.patrec.2023.09.003<\/span>, vol. 174, pp. 92-98, Oct. 2023. code<\/a><\/li>\n
  7. G. Polat, H.T. Kani, I. Ergenc, Y.O. Alahdab, A. Temizel,<\/strong> O. Atug, \u201cImproving the Computer-Aided Estimation of Ulcerative Colitis Severity According to Endoscopic Mayo Score by Using Regression-Based Deep Learning\u201d, Inflammatory Bowel Diseases (SCI:Q1), doi:10.1093\/ibd\/izac226, Nov. 2022. dataset<\/a><\/li>\n
  8. U. Uzun, A. Temizel<\/strong>, “Cycle-Spinning Convolution for Object Detection”, IEEE Access, vol. 10, pp. 76340-76350, doi: 10.1109\/ACCESS.2022.3192022, July 2022. pdf<\/a> code<\/a><\/li>\n
  9. F.C. Akyon, D. Cavusoglu, C. Cengiz, S.O. Altinuc, A. Temizel<\/strong>, “Automated question generation and question answering from Turkish texts using text-to-text transformers”, Turkish Journal of Electrical Engineering Computer Sciences, doi:10.55730\/1300-0632.3914, July 2022. pdf<\/a>\u00a0, <\/span>code<\/a>.<\/span><\/li>\n
  10. \n

    H.T. Kani, I. Ergenc, G. Polat, Y.O. Alahdab, A. Temizel<\/strong>, O. Atug, \u201cEvaluation of Ulcerative Colitis Endoscopic Mayo Score with Artificial Intelligence\u201d, Endoscopy 54 (S 01), eP083, doi: 10.1055\/s-0042-1744936, (Abstract) April 2022.<\/p>\n<\/li>\n

  11. A.E. Aydemir, T.Taskaya Temizel, A.Temizel,<\/strong> “A Machine Learning Ensembling Approach to Predicting Transfer Values”, SN Computer Science,<\/em> vol.3, no. 201, Mar. 2022. pdf<\/a><\/li>\n
  12. A.E. Aydemir, T. Taskaya Temizel, A. Temizel<\/strong>, K. Preshlenov, D. Strahinov, \u201cA Dimension Reduction Approach to Player Rankings in European Football\u201d, IEEE Access, doi:10.1109\/ACCESS.2021.3107585, Aug. 2021. pdf<\/a><\/li>\n
  13. K.F. Alt\u0131nok, A. <\/span>Peker, C.<\/span>\u00a0Tezcan<\/span>, A. Temizel,<\/span><\/strong> “GPU accelerated 3DES encryption”,<\/span> Concurrency and Computation: Practice and Experience, doi:10.1002\/cpe.6507, July 2021. code<\/a><\/li>\n
  14. C. Ongun, A.Temizel<\/b>, “LPMNet: Latent Part Modification and Generation for 3D Point Clouds”, Computers & Graphics, doi:10.1016\/j.cag.2021.02.006, vol. 96, pp. 1-13, May 2021. pdf<\/a> code<\/a><\/li>\n
  15. S. Ali, M. Dmitrieva, N. Ghatwary, S. Bano, G. Polat, A. Temizel<\/strong>, et al., “Deep Learning for Detection and Segmentation of Artefact and Disease Instances in Gastrointestinal Endoscopy”, Medical Image Analysis, doi:10.1016\/j.media.2021.102002, vol. 70, May 2021. pdf<\/a><\/li>\n
  16. H. T. Kani, \u0130. Ergen\u00e7, G. Polat, Y. \u00d6zen Alahdab, A. Temizel<\/strong>, \u00d6. Atu\u011f, “Evaluation of Endoscopic Mayo Score with an Artificial Intelligence Algorithm”, Journal Of Crohns & Colitis, doi:10.1093\/ecco-jcc\/jjab076.227, vol.15, May 2021.<\/li>\n
  17. M.A. Arabac\u0131, F. \u00d6zkan, E. Surer, Peter Jancovic, A. Temizel<\/strong>, “Multi-modal Egocentric Activity Recognition using Multi-Kernel Learning”, Multimedia Tools and Applications, vol. 80 no. 11, pp. 16299\u201316328, doi:10.1007\/s11042-020-08789-7, April 2021. pdf<\/a><\/li>\n
  18. I.Gurcan, A.Temizel<\/b>, “Heterogeneous CPU-GPU Tracking-Learning-Detection (H-TLD) for Real-Time Object Tracking”, Journal of Real-Time Image Processing, vol. 16, no. 2, pp 339\u2013353, doi:10.1007\/s11554-015-0538-y, Apr. 2019. pdf<\/a> |\u00a0code<\/a><\/li>\n
  19. A.Yigit, A.Temizel<\/strong>, “Individual and Group Tracking with the Evaluation of Social Interactions”, IET Computer Vision, vol.11, no. 3, doi: 10.1049\/iet-cvi.2016.0238, April 2017. pdf<\/a><\/li>\n
  20. B.Logoglu, S.Kalkan, A.Temizel<\/strong>, “CoSPAIR: Colored Histograms of Spatial Concentric Surflet-Pairs for 3D Object Recognition”, Robotics and Autonomous Systems, vol. 75, part B, pp. 558-570, doi: 10.1016\/j.robot.2015.09.027, Jan. 2016.\u00a0pdf<\/a> | code<\/a><\/li>\n
  21. A.E.Gunduz, C.Ongun, T.Taskaya Temizel, A. Temizel<\/strong>, \u201cDensity Aware Anomaly Detection in Crowded Scenes\u201d, IET Computer Vision, vol. 10, no. 5, doi: 10.1049\/iet-cvi.2015.0345, Aug. 2016. pdf<\/a><\/li>\n
  22. P.Guler, D.Emeksiz, M.Teke, A.Temizel<\/b>, T. Taskaya Temizel, \u201cReal-time Multi-Camera Video Analytics System on GPU\u201d, Journal of Real-Time Image Processing, doi: 10.1007\/s11554-013-0337-2, vol.11, no.3, March 2016. pdf<\/a><\/li>\n
  23. C.Beyan, A.Temizel<\/b>, \u201cA Multimodal Approach for Individual Tracking of People and Their Belongings\u201d, Imaging Science Journal, vol. 63, no. 4, pp. 192-202, doi:10.1179\/1743131X14Y.0000000101, May 2015. pdf<\/a><\/li>\n
  24. M. Atas, Y. Yardimci, A. Temizel<\/b>, “A New Approach to Aflatoxin Detection in Chili Pepper by Machine Vision”, Computers and Electronics in Agriculture, vol.87, pp.129-141, doi:10.1016\/j.compag.2012.06.001, Sept. 2012. pdf<\/a><\/li>\n
  25. Y. Bastanlar, A. Temizel<\/b>, Y. Yardimci, P. Sturm, “Multi-view Structure-from-Motion for Hybrid Camera Scenarios”, Image and Vision Computing, vol.30 no.8, pp. 557\u2013572, doi:10.1016\/j.imavis.2012.06.001, Aug. 2012. pdf<\/a><\/li>\n
  26. C.Beyan, A.Temizel<\/b>, \u201c Adaptive Mean-Shift for Automated Multi Object Tracking\u201d, IET Computer Vision, vol.6, no.1, pp.1-12, doi:10.1049\/iet-cvi.2011.0054, Jan. 2012. pdf<\/a><\/li>\n
  27. M. Teke, M. F. Vural, A. Temizel<\/b>, and Y. Yardimci, “High-resolution multispectral satellite image matching using scale invariant feature transform and speeded up robust features”, J. Appl. Remote Sens. 5, 053553 (2011), DOI:10.1117\/1.3643693 pdf<\/a><\/li>\n
  28. C.Beyan, A.Yigit, A.Temizel<\/b>, \u201cFusion of Thermal and Visible Band Video for Abandoned Object Detection\u201d, SPIE Journal of Electronic Imaging, 20, 033001 (2011); doi:10.1117\/1.3602204 , Jul.-Sept. 2011. pdf<\/a>\u00a0Dataset Link<\/a><\/li>\n
  29. Y.Bastanlar, A. Temizel<\/b> and Yasemin Yard\u0131mc\u0131, “Improved SIFT Matching for Image Pairs with a Scale Difference”, doi:10.1049\/el.2010.2548,\u00a0 IET Electronics Letters, vol. 46, no.5, March 2010. pdf<\/a><\/li>\n
  30. A. Temizel<\/strong> and T. Vlachos, “Wavelet Domain Image Resolution Enhancement”, IEE Proceedings Vision, Image and Signal Processing, doi: 10.1049\/ip-vis:20045056, vol. 153, no. 1, pp 25-30, Feb. 2006. pdf<\/a><\/li>\n
  31. A. Temizel<\/strong> and T. Vlachos, “Image Resolution Up-scaling in the Wavelet Domain Using Directional Cycle Spinning”, doi: 10.1117\/1.2061247, SPIE Journal of Elect. Imaging, vol. 14, no. 4, Oct.-Dec. 2005. pdf<\/a><\/li>\n
  32. A. Temizel<\/strong> and T. Vlachos, “Wavelet Domain Image Resolution Enhancement Using Cycle-Spinning”, doi: 10.1049\/el:20057150, IEE Electronics Letters, vol. 41, no. 3, pp. 119-121, Feb. 2005. pdf<\/a><\/li>\n<\/ol>\n

    Patents<\/strong><\/p>\n

      \n
    1. A.Temizel<\/strong>, C.Beyan, \u201cA Method for Individual Tracking of Multiple Objects\u201d, PCT Patent Application to WIPO,13 April 2011.<\/li>\n
    2. A. Temizel<\/strong>, M.B. Akhan, A.Aksay, “Archival of transformed and compressed data”, US Patent, pub. no.: 7,245,769, issued 17 July 2007.<\/li>\n
    3. M.B. Akhan, A. Temizel<\/strong>, A. Aksay, “Image enhancement and data loss recovery using wavelet transforms”, US Patent, no.: 7,085,436, issued 1 Aug. 2006.<\/li>\n
    4. M.B. Akhan, G.B. Akar, A. Aksay, A. Temizel<\/strong>, Y. Ahiska, “Method and System For a Highly Efficient Low Bit Rate Codec”, US Patent, no: 6,947,486, issued 25 Sept. 2005.<\/li>\n
    5. M.B. Akhan, A.E. Cetin, A. Temizel<\/strong>, “System for Authenticating Digital Video and Audio for Evidential Admissibility”, US Patent, filed 23 Aug. 2005.<\/li>\n<\/ol>\n

      Book Chapter<\/b><\/p>\n

        \n
      1. A. Temizel<\/strong>, T.Halici, B.Logoglu, T.Taskaya Temizel, F.Omruuzun, E.Karaman, “Experiences on Image and Video Processing with CUDA and OpenCL”, NVIDIA GPU Computing Gems\u00a0(Elsevier), vol.\u00a01, Jan. 2011.<\/li>\n<\/ol>\n

        Refereed Conference Papers<\/strong><\/p>\n

          \n
        1. \u00dc.M.Caglar, A. Temizel, \u201cColorectal Cancer Segmentation with Adaptive Augmentation and Multi-Resolution Ensemble Models”, International Conference on Machine Vision (ICMV), Oct. 2025.<\/li>\n
        2. A. Duru, A. Temizel, “Augmentation Policy Generation for Image Classification Using Large Language Models”, International Conference on Machine Vision (ICMV), Oct. 2025.<\/li>\n
        3. V. Sezen, A. Temizel, \u201cJoint MK Classification of Stellar Spectra with Distance-Aware CNNs”, International Conference on Machine Vision (ICMV), Oct. 2025.<\/li>\n
        4. A. Bahcekapili, D. Arslan, U. Ozdemir, B. Ozkirli, E. Akbas, A. Acar, G. B. Akar, B. He, S. Xu, U. M. Caglar, A. Temizel, G. Picaud, M. Chaumont, G. Subsol, L. T\u00e9ot, F. Alsharekh, S. Alghannam, H. Mao, and W. Zhang, \u201cColorectal Cancer Tumor Grade Segmentation in Digital Histopathology Images: From Giga to Mini Challenge,\u201d IEEE International Conference on Image Processing (ICIP) Grand Challenge Paper, Sept. 2025.<\/li>\n
        5. E. Kalfaoglu, H.I. Ozturk, O. Kilinc, A. Temizel<\/strong>, \u201cTopoMaskv2: Enhanced Instance-Mask-Based Formulation for the Road Topology Problem”, European Conference on Computer Vision (ECCV), 2nd Workshop on Vision-Centric Autonomous Driving (VCAD), Sept. 2024.<\/li>\n
        6. \u00dc.M.\u00c7a\u011flar, A. \u0130nci, O. Hano\u011flu, G. Polat, A.<\/strong> Temizel<\/strong>, \u201cUlcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation\u201d, IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Dec 2023.<\/li>\n
        7. F.C. Akyon, E. Akag\u00fcnd\u00fcz, S.O. Altinuc, A Temizel<\/strong>, “Sequence models for drone versus bird classification”, Sixteenth International Conference on Machine Vision (ICMV), Nov. 2023.<\/li>\n
        8. E. Kalfaoglu, H.I. Ozturk, O. Kilinc, A. Temizel<\/strong>, \u201cTopoMask: Instance-Mask-Based Formulation for the Road Topology Problem via Transformer-Based Architecture\u201d, Computer Vision and Pattern Recognition Conference (CVPR), Workshop on End-to-End Autonomous Driving, June 2023.<\/li>\n
        9. M.M. Gundogan, T. Aksoy, A. Temizel<\/strong>, U. Halici, \u201cIR Reasoner: Real-time Infrared Object Detection by Visual Reasoning\u201d, IEEE\/CVF Computer Vision and Pattern Recognition Conference (CVPR), Perception Beyond the Visible Spectrum Workshop, June 2023.<\/li>\n
        10. F.C. Akyon, A. Temizel<\/strong>, \u201cState-of-the-Art in Nudity Classification: A Comparative Analysis\u201d, International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Workshop on Computational Intelligence for Multimedia Understanding, June 2023.<\/li>\n
        11. F.C. Akyon, S.O. Altinuc, A. Temizel<\/strong>, “Slicing Aided Hyper Inference and Fine-tuning for Small Object Detection”, IEEE International Conference on Image Processing (ICIP), pdf<\/a>, code<\/a>, Oct. 2022.<\/li>\n
        12. G. Polat, I. Ergenc, H.T. Kani, Y.O. Alahdab, O. Atug, A. Temizel<\/strong>, “Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation”, 26th UK Conference on Medical Image Understanding and Analysis, July 2022<\/i>. pdf<\/a><\/li>\n
        13. D. Sen, B.T. Karli, A. Temizel, <\/strong>“Training Universal Adversarial Perturbations with Alternating Loss Functions”, AAAI Conference on Artificial Intelligence – AdvML Workshop, Feb. 2022. pdf<\/a><\/li>\n
        14. B.T. Karli, D. Sen, A. Temizel, “<\/strong>Improving Perceptual Quality of Adversarial Images Using Perceptual Distance Minimization and Normalized Variance Weighting”, AAAI Conference on Artificial Intelligence – AdvML Workshop, Feb. 2022. pdf<\/a><\/li>\n
        15. E.I. Polat, G. Polat, A Kocyigit, A. Temizel<\/strong>, “Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation”, Brain Lesion 2021 MICCAI Workshop, Sept. 2021.<\/li>\n
        16. A. Aydin, D. Sen, B.T. Karli, O. Hanoglu, A. Temizel<\/strong>, “Imperceptible Adversarial Examples by Spatial Chroma-Shift”, ACM Multimedia 2021, Workshop on Adversarial Learning for Multimedia, Oct. 2021. pdf<\/a> code<\/a><\/li>\n
        17. G. Polat, E. I\u015f\u0131k Polat, K. Kayabay, A. Temizel<\/strong>, “Polyp Detection in Colonoscopy Images using Deep Learning and Bootstrap Aggregation”, Endoscopy Detection and Segmentation Workshop (EndoCV2021), IEEE International Symposium on Biomedical Imaging (ISBI), April 2021.<\/li>\n
        18. \n
        19. B Aksoy, A Temizel<\/strong>, “Attack Type Agnostic Perceptual Enhancement of Adversarial Images”, arXiv:1903.03029<\/a>, International Workshop on Adversarial Machine Learning And Security (AMLAS), IEEE World Congress on Computational Intelligence (IEEE WCCI), July 2020. video presentation<\/a><\/li>\n
        20. G. Polat, D. \u015een, A. \u0130nci, A. Temizel<\/strong>, \u201cEndoscopic Artefact Detection with Ensemble of Deep Neural Networks and False Positive Elimination\u201d, Endoscopy Detection and Segmentation Workshop (EndoCV2020), IEEE International Symposium on Biomedical Imaging (ISBI), Apr. 2020. (Received the 1st place award in Endoscopy Artefact Detection Task) <\/strong>code<\/a><\/li>\n
        21. \u00dc. Uzun, A. Temizel<\/strong>, \u201cCycle-Spinning GAN for Raindrop Removal from Images\u201d, IEEE Int. Conf. Advanced Video and Signal Based Surveillance (AVSS),\u00a0 Sept 2019.\u00a0doi:10.1109\/AVSS.2019.8909824<\/a><\/li>\n
        22. C. Ongun, A.Temizel<\/b>, \u201cPaired 3D Model Generation with Conditional Generative Adversarial Networks\u201d,\u00a03DRW Workshop, European Conference on Computer Vision (ECCV) 2018 (available on arXiv:1808.03082<\/a>).<\/li>\n
        23. D.U. Ufuk, A. Temizel<\/strong>, A.M. Ozbayoglu, “Optimized GPU Implementation of JPEG 2000 for Satellite Image Decompression”, IEEE International Conference on Computational Science and Engineering, Oct. 2018.<\/li>\n
        24. F. \u00d6zkan, M.A. Arabac\u0131, E. Surer, A. Temizel<\/strong>, \u201cBoosted Multiple Kernel Learning for First-Person Activity Recognition\u201d, EUSIPCO 2017 (available on arXiv:1702.06799<\/a>).<\/li>\n
        25. P. B. Pascoal, P. Proen\u00e7a, F. Gaspar, M. Sales Dias, A. Ferreira, A. Tatsuma, M. Aono, K. B. Logoglu, S. Kalkan, A. Temizel<\/strong>, B. Li, H. Johan, Y. Lu, V. Seib, N. Link, D. Paulus, \u201cShape Retrieval of Low-Cost RGB-D Captures\u201d, Eurographics Workshop on 3D Object Retrieval, May \u00a02016.<\/li>\n
        26. M. Yagcioglu, K. Yelen, A. Temizel<\/strong>, \u201cIntegrated object tracking framework for range gated camera systems\u201d, SPIE Defense+ Security (Long-Range Imaging), Apr. 2016. pdf<\/a><\/li>\n
        27. A.Yigit, A.Temizel<\/strong>, \u201cParticle Filter Based Conjoint Individual-Group Tracker (CIGT)\u201d, IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Aug. 2015.<\/li>\n
        28. A.E. Gunduz, T.Taskaya Temizel, A.Temizel<\/b>, \u201cPedestrian Zone Anomaly Detection by Non-Parametric Temporal Modeling\u201d, IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Aug. 2014.<\/li>\n
        29. C. Ongun, A.Temizel<\/b>, T.Taskaya Temizel, \u201cLocal Anomaly Detection in Crowded Scenes Using Finite-Time Lyapunov Exponent Based Clustering\u201d, IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Aug. 2014.\u00a0Dataset Link<\/a><\/b><\/li>\n
        30. P.Guler, A.Temizel<\/b>, T.Taskaya Temizel, \u201cReal-Time Global Anomaly Detection for Crowd Video Surveillance Using SIFT\u201d, 5th International Conference on Imaging for Crime Detection and Prevention (ICDP-2013), Dec. 2013.<\/li>\n
        31. B.B.Ogul, A.Temizel<\/b>, \u201c’Person Re-identification by Combining Features in a Learning Based Framework\u201d, 5th International Conference on Imaging for Crime Detection and Prevention (ICDP-2013), Dec. 2013.<\/li>\n
        32. D.Emeksiz, A. Temizel<\/b>, “A Continuous Object Tracking System with Stationary and Moving Camera Modes”, SPIE Security+Defense, Electro-Optical and Infrared Systems: Technology and Applications, Sept. 2012. Dataset Link<\/b><\/a><\/li>\n
        33. E. Kepucka, I. Gurcan, A. Temizel<\/b>, \u201cFast Omnidirectional Image Unwrapping on GPU\u201d, Euromicro International Conference on Parallel, Distributed and Network-Based Computing (WIP), Feb 2012. code<\/b><\/a><\/strong><\/li>\n
        34. M.Atas, Y.Yardimci, A.Temizel<\/b>, \u201cAflatoxin Contaminated Chili Pepper Detection by Hyperspectral Imaging and Machine Learning\u201d, SPIE Defense, Security, and Sensing (Sensing for Agriculture and Food Quality and Safety III), April 2011<\/li>\n
        35. C.Beyan, A.Temizel<\/b>, “Mean-shift Tracking for Surveillance Applications Using Thermal Infrared and Visible Band Data Fusion”\u201d, SPIE Defense, Security, and Sensing (Airborne Intelligence, Surveillance, Reconnaissance (ISR) Systems, and Applications VIII), April 2011.<\/li>\n
        36. M. Teke, A.Temizel<\/b>, “Multi-Spectral Satellite Image Registration Using Scale-Restricted SURF”, \u00a0in Proceedings International Conference on Pattern Recognition, Aug. 2010.<\/li>\n
        37. Y.Bastanlar, A.Temizel<\/b>, Y.Yardimci, P.Sturm, “Effective Structure-from-Motion for Hybrid Camera System”, \u00a0in Proceedings International Conference on Pattern Recognition, Aug. 2010.<\/li>\n
        38. A.Saglam, A.Temizel<\/b>,\u00a0\u201cReal-time Adaptive Camera Tamper Detection for Video Surveillance\u201d, in Proceedings IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Sept.\u00a02009. Dataset Link<\/b><\/a><\/li>\n
        39. M. Firat Vural, Y.Yardimci, A. Temizel<\/b>, \u201cRegistration Of Multispectral Satellite Images With Gradient- Corrected SIFT\u201d, in Proceedings of IEEE International Geoscience & Remote Sensing Symposium (IGARSS), July 2009.<\/li>\n
        40. A. Temizel<\/strong>, “Image Resolution Enhancement Using Wavelet Domain Hidden Markov Tree And Coefficient Sign Estimation”, ICIP’07, Sept. 2007.<\/li>\n
        41. A.Aksay, A.Temizel<\/strong>, A.E.Cetin, “Camera Tamper Detection Using Wavelet Analysis For Video Surveillance”, IEEE Int. Conf. on Advanced Video and Signal based Surveillance, Sept. 2007.<\/li>\n
        42. A. Temizel<\/strong> and T. Vlachos, “Wavelet Domain Image Resolution Enhancement Using Cycle Spinning and Edge Modelling”, in Proc. EUSIPCO’05, Sept. 2005.<\/li>\n
        43. A. Aksay, G. Bozdagi, M. B. Akhan, A. Temizel<\/strong>, “Motion Wavelet Compression”, in Proc. IIEE Colloqium Time-Scale and Time Freq. Analysis and App., London, Feb. 2000.<\/li>\n
        44. A. Aksay, A. Temizel<\/strong>, G. Bozdagi, M. Ozdal, “Real-Time Motion Estimation Using TMS320C80”, in Proceedings of ICSPAT’99, Orlando, Nov. 1999.<\/li>\n<\/ol>\n

          Talks and Posters (Refereed):\u00a0<\/b><\/p>\n

            \n
          1. H. Kumdak\u00e7\u0131, T.Taskaya Temizel, A.Temizel<\/strong>, “How Clickable Are Your Food Photos?”,\u00a0GPU Technology Conference (Poster), Oct. 2018.<\/li>\n
          2. A.E. Aydemir,\u00a0A.Temizel<\/strong>, T.Taskaya Temizel, “JPEG2000 as a Defense Against Attacks using Adversarial Examples”,\u00a0GPU Technology Conference (Poster), Oct. 2018.<\/li>\n
          3. A. Temizel<\/b>, \u201cTracking Objects Better, Faster, Longer\u201d, GPU Technology Conference (Talk), March 2015.<\/li>\n
          4. Itir Onal, Alptekin Temizel<\/strong>, Fatos T. Yarman Vural, \u201cSpatial and Temporal Feature Extraction for Brain Decoding using CUDA\u201d , GPU Technology Conference (Poster), March 2015.<\/li>\n
          5. S.S. Ozen, A. Temizel<\/b>, \u201cExperiment on Generating Pseudo G711\/G722 RTP Payload\u201d, GPU Technology Conference (Poster), March 2015.<\/li>\n
          6. S.S. Ozen, A. Temizel<\/b>, \u201cExperiment on Multi Channel Speech Decoding: G711, G722\u201d, GPU Technology Conference (Poster), March 2014.<\/li>\n
          7. C. Tezcan, A. Temizel<\/b>, \u201cCryptanalysis of PRESENT via CUDA Devices\u201d, GPU Technology Conference (Poster), March 2014.<\/li>\n
          8. P. Guler, D. Emeksiz, A. Temizel<\/b>, \u201cSpeeding Up Camera Sabotage Detection on CUDA\u201d, GPU Technology Conference (Poster), May 2012.<\/li>\n
          9. F.S. Tasel, A. Temizel<\/b>, \u201cParallelization of Hough Transform for Circles using CUDA\u201d,GPU Technology Conference (Poster), May 2012.<\/li>\n
          10. M. Teke, A. Temizel<\/b>, \u201cRemote Sensing on GPU: A Case Study\u201d, GPU Technology Conference (Poster), May 2012.<\/li>\n
          11. U. Cinar, A. Temizel<\/b>, \u201cParallel Memetic Algorithm Implementation on CUDA\u201d, GPU Technology Conference (Poster), May 2012.<\/li>\n
          12. O. Firat, A. Temizel<\/b>, \u201cParallel Spectral Graph Partitioning on CUDA\u201d, GPU Technology Conference (Poster), May 2012.<\/li>\n<\/ol>\n

            Refereed National Journal Papers\u00a0<\/b><\/p>\n

              \n
            1. M.Atas, Y.Yardimci, A. Temizel<\/strong>, “Aflatoksinli Biberlerin Hiperspektral G\u00f6r\u00fcnt\u00fclerinin S\u0131n\u0131fland\u0131r\u0131lmas\u0131 \u0130\u00e7in Yeni Yakla\u015f\u0131mlar”, DE\u00dc M\u00fchendislik Fak\u00fcltesi Fen Bilimleri Dergisi, vol. 12, no. 3, October 2010.<\/li>\n<\/ol>\n

              Refereed National Conference Papers<\/strong><\/p>\n

                \n
              1. \n
                \u0130. Ergen\u00e7, H.T. Kani, G.Polat,Y. \u00d6zen Alahdab, A. Temizel<\/strong>, \u00d6. Atu\u011f, “\u00dclseratif Kolit Endoskopik Mayo Skorunun Yapay Zeka \u0130le De\u011ferlendirilmesi”, <\/strong>37. Ulusal Gastroenteroloji Kongresi, 25 – 29 Nov. 2020.<\/div>\n<\/li>\n
              2. H. Eray, A. Temizel<\/strong>, \u201cPerformance Analysis of Noise Subspace-based Narrowband Direction-of-Arrival (DOA) Estimation Algorithms on CPU and GPU\u201d, 6th High-Performance Computing Conference (BA\u015eARIM 2020) pdf<\/a>, code<\/a><\/li>\n
              3. M.C. Kaya, A. \u0130nci, A. Temizel<\/strong>, \u201cOptimization of XNOR Convolution for Binary Convolutional Neural Networks on GPU\u201d, 6th High Performance Computing Conference (BA\u015eARIM 2020), pdf<\/a>, code<\/a><\/li>\n
              4. K.C. Alpay, K.B. Aydemir, A. Temizel<\/strong>, \u201cAccelerating Translational Image Registration for HDR Images on GPU\u201d, 6th High Performance Computing Conference (BA\u015eARIM 2020), pdf<\/a>, code<\/a><\/li>\n
              5. K.F. Alt\u0131nok, A. Peker, A. Temizel<\/strong>, “Bit-level Parallelization of 3DES Encryption on GPU”, 6th High Performance Computing Conference (BA\u015eARIM 2020), pdf<\/a>, code<\/a><\/li>\n
              6. F. \u00d6zkan, E. Surer, A. Temizel, “Birinci-\u015eah\u0131s Videolarda Aktivite Tan\u0131ma \u0130\u00e7in S\u0131ralamal\u0131 Takviyeli \u00c7oklu \u00c7ekirdek \u00d6\u011frenmesi”,\u00a0IEEE 26th Signal Processing, Communication and Applications Conference, May 2018.<\/li>\n
              7. G. Y\u0131lmaz, E. Surer, A. Temizel<\/strong>, “Acceleration of Line of Sight Analysis Algorithms with Parallel Programming”, USMOS 2017. code<\/a><\/li>\n
              8. O. Tastan, O.C. Ery\u00fcksel, A. Temizel<\/strong>, “Accelerating Johnson\u2019s All-Pairs Shortest Paths Algorithm on GPU”, BASARIM 2017. code<\/a><\/li>\n
              9. \u015e. K\u00fc\u00e7\u00fck\u00f6zer \u00c7avdar, E. Akkurt, D. \u00c7avdar, A. Temizel<\/strong>, T. Ta\u015fkaya Temizel \u201cUBDroid: Kullan\u0131c\u0131 Davran\u0131\u015f Analizi i\u00e7in Ak\u0131ll\u0131 Telefon Uygulamalar\u0131 Kullan\u0131m \u0130zleme Arac\u0131\u201d, 10. Ulusal Yaz\u0131l\u0131m M\u00fchendisli\u011fi Sempozyumu (UYMS), Oct. 2016.<\/li>\n
              10. S. Buyuksarac, G. Akar, A. Temizel<\/strong>, “GPU \u00dczerinde Ger\u00e7ek Zamanl\u0131 Panoramik Arka Plan \u00c7\u0131karma”,\u00a0IEEE 24th Signal Processing, Communication and Applications Conference, May 2016.<\/li>\n
              11. C. Ongun, A.Temizel<\/strong>, T.Taskaya Temizel, \u201cKalabal\u0131k Videolar\u0131nda B\u00f6lgesel Davran\u0131\u015flar\u0131n K\u00fcmelenmesi\u201d, IEEE 22nd Signal Processing, Communication and Applications Conference, April 2014.<\/li>\n
              12. A.E. Gunduz, T.Taskaya Temizel, A.Temizel<\/strong>, \u201cKalabal\u0131k Videolar\u0131nda Yo\u011funluk Kestirimi\u201d, IEEE 22nd Signal Processing, Communication and Applications Conference, April 2014.<\/li>\n
              13. P.Guler, A.Temizel<\/b>, T.Taskaya Temizel (2013), \u201cKalabal\u0131k Videolar\u0131nda Ayk\u0131r\u0131l\u0131k Tespiti \u0130\u00e7in \u00d6\u011freticisiz Bir Y\u00f6ntem\u201d, IEEE 21st Signal Processing, Communication and Applications Conference, April 2013.<\/li>\n
              14. A.E. Gunduz, A.Temizel<\/b>, T.Taskaya Temizel (2013), \u201cKalabal\u0131k Dinamiklerinin \u00c7\u0131kart\u0131lmas\u0131 \u0130\u00e7in \u00d6zniteliklerin Tespit ve Takibi \u201d, IEEE 21st Signal Processing, Communication and Applications Conference, April 2013.<\/li>\n
              15. M.Teke, A.Erdem, A.Temizel<\/b>,\u00a0\u201cUzaktan Alg\u0131lamada Y\u00fcksek Ba\u015far\u0131m\u201d, Ulusal Y\u00fcksek Ba\u015far\u0131ml\u0131 Hesaplama Konferans\u0131 (BASARIM), April 2012.<\/li>\n
              16. C.Beyan, A.Temizel<\/b>, \u201cG\u00f6r\u00fcn\u00fcr ve Termal Bant Takibi Kullan\u0131larak Terk Edilmi\u015f Nesne Tespiti\u201d, IEEE Signal Processing, Communication and Applications Conference, April 2011.
                \n(Received\u00a0Alper Atalay Best Student Paper Award, first place)<\/b><\/li>\n
              17. C.Beyan, A.Temizel<\/b>, \u201cOrtalama Kayma ve Arka Plan \u00c7\u0131kar\u0131m\u0131 Kullan\u0131larak Karma \u00c7oklu Nesne Takip\u00e7isi\u201d, IEEE Signal Processing, Communication and Applications Conference, April 2011.<\/li>\n
              18. A.Yigit, A.Temizel<\/b>, \u201cTermal ve G\u00f6r\u00fcn\u00fcr Bant \u0130mgeleri Kullan\u0131larak Terk Edilen Nesne Tespiti\u201d, IEEE\u00a0Signal Processing, Communication and Applications Conference, April 2010.<\/li>\n
              19. M.Teke, A.Temizel<\/b>, “\u00c7oklu Bant Uydu G\u00f6r\u00fcnt\u00fclerinin \u00d6l\u00e7ek S\u0131n\u0131rland\u0131r\u0131lm\u0131\u015f SURF Kullan\u0131larak \u00c7ak\u0131\u015ft\u0131r\u0131lmas\u0131”,\u00a0IEEE\u00a0Signal Processing, Communication and Applications Conference, April 2010.<\/li>\n
              20. M.Atas, A.Temizel<\/b>, Y.Yardimci, “Hiperspektral G\u00f6r\u00fcnt\u00fcleme ve YSA Kullan\u0131larak Aflatoksinli Pul Biberlerin S\u0131n\u0131fland\u0131r\u0131lmas\u0131”, IEEE\u00a0Signal Processing, Communication and Applications Conference, April 2010.
                \n(Received\u00a0Alper Atalay Best Student Paper Award, second place)\u00a0<\/b><\/li>\n
              21. Y.Bastanlar, A.Temizel<\/b>, Y.Yardimci, “T\u00fcmy\u00f6nl\u00fc ve Perspektif Kameralar ile 3B Yap\u0131 \u00c7\u0131kar\u0131m\u0131” 3D Structure Extraction with Omnidirectional and Perspective Cameras”, IEEE\u00a0Signal Processing, Communication and Applications Conference, April 2010.<\/li>\n
              22. Y. Bastanlar,\u00a0A. Temizel<\/strong>, Y.Yardimci, “Karma Kamera Sistemleri i\u00e7in Otomatik Nokta E\u015fle\u015ftirme ve G\u00fcrb\u00fcz Temel Matris Kestirimi”,IEEE\u00a0Signal Processing, Communication and Applications Conference, April 2009.<\/li>\n
              23. M. Firat Vural, Y.Yardimci, A. Temizel<\/b>, “\u00c7oklu Bant Uydu G\u00f6r\u00fcnt\u00fclerinin SIFT Kullan\u0131larak \u00c7ak\u0131st\u0131r\u0131lmas\u0131”,IEEE\u00a0Signal Processing, Communication and Applications Conference, April 2009.<\/li>\n
              24. H.Serce, Y. Bastanlar, A. Temizel<\/strong>, Y.Yardimci, “T\u00fcmy\u00f6nl\u00fc \u0130mgelerde Kenarlar\u0131n ve \u0130lgi Noktalar\u0131n\u0131n Tespiti”,IEEE\u00a0Signal Processing, Communication and Applications Conference, April 2008.<\/li>\n
              25. A. Temizel<\/strong>, “Dalgacik Alaninda HMT Imge Cozunurlugu Artirimi I\u00e7in Art Isleme”,\u00a0IEEE\u00a0Signal Processing, Communication and Applications Conference, June 2007.<\/li>\n
              26. A. Aksay, A.Temizel<\/strong>, A.E.Cetin, “Video Gozetleme Uygulamalarinda Kamera Sabotaj Sezimi”,\u00a0IEEE\u00a0Signal Processing, Communication and Applications Conference, June 2007.<\/li>\n<\/ol>\n

                Arxiv Papers<\/b><\/p>\n

                  \n
                1. A. \u0130lerialkan, A. Temizel<\/strong>, A., H. Hac\u0131habibo\u011flu, “Speaker and Posture Classification using Instantaneous Intraspeech Breathing Features”, arXiv:2005.12230<\/a>, May 2020. dataset<\/a><\/span><\/li>\n
                2. A.E. Aydemir, A.Temizel<\/strong>, T.Taskaya Temizel, “The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples”,\u00a0arXiv:1803.10418<\/a>, March 2018.<\/li>\n<\/ol>\n

                  \u00a0<\/b><\/p>\n","protected":false},"excerpt":{"rendered":"

                  Refereed Journal Papers:\u00a0 E. Kalfaoglu, H.I. Ozturk, O. Kilinc, A. Temizel, “TopoBDA: Towards Bezier Deformable Attention for Road Topology Understanding”, Neurocomputing (SCI:Q1), doi:10.1016\/j.neucom.2025.132360, 670, 132360, March 2026. M.M. Kurt, \u00dc.M. \u00c7a\u011flar, A. Temizel, “Progressive Disease Image Generation with Ordinal-Aware Diffusion Models”, Diagnostic (SCI:Q1), doi:10.3390\/diagnostics15202558, 15, 2558, Oct. 2025. Zenk, M., Baid, U., Pati, S. et […]<\/p>\n","protected":false},"author":2096,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-2","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/blog.metu.edu.tr\/atemizel\/wp-json\/wp\/v2\/pages\/2","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.metu.edu.tr\/atemizel\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blog.metu.edu.tr\/atemizel\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blog.metu.edu.tr\/atemizel\/wp-json\/wp\/v2\/users\/2096"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.metu.edu.tr\/atemizel\/wp-json\/wp\/v2\/comments?post=2"}],"version-history":[{"count":0,"href":"https:\/\/blog.metu.edu.tr\/atemizel\/wp-json\/wp\/v2\/pages\/2\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.metu.edu.tr\/atemizel\/wp-json\/wp\/v2\/media?parent=2"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}