M Megahed, A Mohammed - Wiley Interdisciplinary Reviews …, 2024 - Wiley Online Library
In machine learning, a generative model is responsible for generating new samples of data in terms of a probabilistic model. Generative adversarial network (GAN) has been widely …
Sensor fusion plays a key part in autonomous surface vehicles, however, the high cost of sensors makes the barrier of entry in this research field quite high. In this work, we present a …
The insufficient number of annotated thermal infrared (TIR) image datasets not only hinders TIR image-based deep learning networks to have comparable performances to that of RGB …
Recent developments in pattern analysis have motivated many researchers to focus on developing deep learning based solutions in various image processing applications. Fusing …
L Lin, H Chen, EE Kuruoglu, W Zhou - Pattern Recognition Letters, 2022 - Elsevier
Abstract Structural Similarity Index Measure (SSIM) has been a very successful tool in image processing and computer vision. After almost two decades, it is still the most popular method …
S Ozer, HE Ilhan, MA Ozkanoglu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Offloading computationally heavy tasks from an unmanned aerial vehicle (UAV) to a remote server helps improve battery life and can help reduce resource requirements. Deep learning …
H Byeon, M Shabaz, K Shrivastava, A Joshi… - Computers and …, 2024 - Elsevier
Computer-generated imagery has been made more lifelike and misleading by new Generative Adversarial Network (GAN) models, such as StyleGAN, posing severe risks to …
C Mayr, C Kubler, N Haala… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Semantic segmentation is the task of assigning a semantic class to each pixel in an image. Due to the high annotation efforts for fully supervised learning of Deep Neural Networks …
Ö Tuzcuoğlu, A Köksal, B Sofu… - Proceedings of the …, 2024 - openaccess.thecvf.com
We introduce XoFTR a cross-modal cross-view method for local feature matching between thermal infrared (TIR) and visible images. Unlike visible images TIR images are less …