publications

2026

  1. FISformer: Replacing Self-Attention with a Fuzzy Inference System in Transformer Models for Time Series Forecasting
    Bülent Haznedar, and Levent Karacan
    IEEE Transactions on Fuzzy Systems, 2026
  2. Adapting 2D Vision Transformer Backbones for 3D Thoracic Multi-Organ Segmentation
    Levent Karacan, Hamdi Yalın Yalıç, Alaettin Uçan , and 2 more authors
    International Journal of Imaging Systems and Technology, 2026

2025

  1. Multi-scene camera relocalization via modulated coordinate regression and low-rank adaptation
    Mehmet Sarıgül, Levent Karacan, and Barış Ata
    Scientific Reports, 2025
  2. vidstabformer.jpg
    Full-frame video stabilization via spatiotemporal transformers
    Levent Karacan, and Mehmet Sarıgül
    Computational Visual Media, 2025
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2024

  1. burst_low_light.png
    Illuminate the night: lightweight fusion and enhancement model for extreme low-light burst images
    Hasan Avşar, Mehmet Sarıgül, and Levent Karacan
    Journal of Real-Time Image Processing, 2024
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2023

  1. motivation.png
    Multi-image transformer for multi-focus image fusion
    Levent Karacan
    Signal Processing: Image Communication, 2023
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  2. motivation_recoloc.png
    Region contrastive camera localization
    Mehmet Sarıgül, and Levent Karacan
    Pattern Recognition Letters, 2023
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  3. vidstyleode-iccv23.jpg
    VidStyleODE: Disentangled Video Editing via StyleGAN and NeuralODEs
    Moayed Haji Ali, Andrew Bond, Tolga Birdal , and 4 more authors
    In International Conference on Computer Vision(ICCV) , 2023
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  4. tsgf-gan.png
    Trainable Self-Guided Filter for Multi-Focus Image Fusion
    Levent Karacan
    IEEE Access, 2023
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2022

  1. dicomogan.gif
    Disentangling Content and Motion for Text-Based Neural Video Manipulation
    Levent Karacan, Tolga Kerimoğlu, İsmail Ata İnan , and 3 more authors
    In British Machine Vision Conference (BMVC) , 2022
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2019

  1. attribute_hallucination.png
    Manipulating attributes of natural scenes via hallucination
    Levent Karacan, Zeynep Akata, Aykut Erdem , and 1 more author
    ACM Transactions on Graphics (TOG), 2019
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  2. mri_gan.png
    Image synthesis in multi-contrast MRI with conditional generative adversarial networks
    Salman UH Dar, Mahmut Yurt, Levent Karacan , and 3 more authors
    IEEE transactions on medical imaging, 2019
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2017

  1. alpha_matte.png
    Alpha matting with kl-divergence-based sparse sampling
    Levent Karacan, Aykut Erdem, and Erkut Erdem
    IEEE Transactions on Image Processing, 2017
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2015

  1. image_matte.png
    Image matting with KL-divergence based sparse sampling
    Levent Karacan, Aykut Erdem, and Erkut Erdem
    In Proceedings of the IEEE international conference on computer vision , 2015
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2013

  1. smooth.png
    Structure-preserving image smoothing via region covariances
    Levent Karacan, Erkut Erdem, and Aykut Erdem
    ACM Transactions on Graphics (TOG), 2013
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For all publications visit my Google Scholar