88 citations · 135 across the 11 of their papers we have counts for
13 papers
BuildMamba: A Visual State-Space Based Model for Multi-Task Building Segmentation and Height Estimation from Satellite Images
Sinan U. Ulu, A. Enes Doruk, I. Can Yagmur +3
Accurate building segmentation and height estimation from single-view RGB satellite imagery are fundamental for urban analytics, yet remain ill-posed due to structural variability…
XPoint: A Self-Supervised Visual-State-Space based Architecture for Multispectral Image Registration
Ismail Can Yagmur, Hasan F. Ates, Bahadir K. Gunturk
Accurate multispectral image matching presents significant challenges due to non-linear intensity variations across spectral modalities, extreme viewpoint changes, and the scarcity…
Learning Binary Color Filter Arrays with Trainable Hard Thresholding
Cemre Omer Ayna, Bahadir Kursat Gunturk, Ali Cafer Gurbuz
Color Filter Arrays (CFA) are optical filters in digital cameras that capture specific color channels. Current commercial CFAs are hand-crafted patterns with different physical and…
Deep learning-based blind image super-resolution with iterative kernel reconstruction and noise estimation
Hasan F. Ates, Suleyman Yildirim, Bahadir K. Gunturk
Blind single image super-resolution (SISR) is a challenging task in image processing due to the ill-posed nature of the inverse problem. Complex degradations present in real life i…
HSTR-Net: Reference Based Video Super-resolution with Dual Cameras
H. Umut Suluhan, Abdullah Enes Doruk, Hasan F. Ates +1
High-spatio-temporal resolution (HSTR) video recording plays a crucial role in enhancing various imagery tasks that require fine-detailed information. State-of-the-art cameras prov…
HSTR-Net: High Spatio-Temporal Resolution Video Generation For Wide Area Surveillance
H. Umut Suluhan, Hasan F. Ates, Bahadir K. Gunturk
Wide area surveillance has many applications and tracking of objects under observation is an important task, which often needs high spatio-temporal resolution (HSTR) video for bett…
Altitude Optimization of UAV Base Stations from Satellite Images Using Deep Neural Network
Ibrahim Shoer, Bahadir K. Gunturk, Hasan F. Ates +1
It is expected that unmanned aerial vehicles (UAVs) will play a vital role in future communication systems. Optimum positioning of UAVs, serving as base stations, can be done throu…
HM-Net: A Regression Network for Object Center Detection and Tracking on Wide Area Motion Imagery
Hakki Motorcu, Hasan F. Ates, H. Fatih Ugurdag +1
Wide Area Motion Imagery (WAMI) yields high-resolution images with a large number of extremely small objects. Target objects have large spatial displacements throughout consecutive…
Light field super resolution through controlled micro-shifts of light field sensor
M. Umair Mukati, Bahadir K. Gunturk
Light field cameras enable new capabilities, such as post-capture refocusing and aperture control, through capturing directional and spatial distribution of light rays in space. Mi…
Spatial and Angular Resolution Enhancement of Light Fields Using Convolutional Neural Networks
M. Shahzeb Khan Gul, Bahadir K. Gunturk
Light field imaging extends the traditional photography by capturing both spatial and angular distribution of light, which enables new capabilities, including post-capture refocusi…
Extracting Sub-Exposure Images from a Single Capture Through Fourier-based Optical Modulation
Shah Rez Khan, Martin Feldman, Bahadir K. Gunturk
Through pixel-wise optical coding of images during exposure time, it is possible to extract sub-exposure images from a single capture. Such a capability can be used for different p…
Light Field Stitching for Extended Synthetic Aperture
M. Umair Mukati, Bahadir K. Gunturk
Through capturing spatial and angular radiance distribution, light field cameras introduce new capabilities that are not possible with conventional cameras. So far in the light fie…
Hybrid Light Field Imaging for Improved Spatial Resolution and Depth Range
M. Zeshan Alam, Bahadir K. Gunturk
Light field imaging involves capturing both angular and spatial distribution of light; it enables new capabilities, such as post-capture digital refocusing, camera aperture adjustm…