Infrared image super-resolution: Systematic review, and future trends
Image Super-Resolution (SR) is essential for a wide range of computer vision and image
processing tasks. Investigating infrared (IR) image (or thermal images) super-resolution is a …
processing tasks. Investigating infrared (IR) image (or thermal images) super-resolution is a …
Channel split convolutional neural network (ChaSNet) for thermal image super-resolution
K Prajapati, V Chudasama, H Patel… - Proceedings of the …, 2021 - openaccess.thecvf.com
The ability of thermal sensors to penetrate smoke, mist, dust and aerosol makes them
attractive for deployment in essential applications in military, medical, agricultural and …
attractive for deployment in essential applications in military, medical, agricultural and …
[PDF][PDF] Thermal Image Super-resolution: A Novel Architecture and Dataset.
RE Rivadeneira, AD Sappa… - VISIGRAPP (4: VISAPP …, 2020 - pages.cvc.uab.es
This paper proposes a novel CycleGAN architecture for thermal image super-resolution,
together with a large dataset consisting of thermal images at different resolutions. The …
together with a large dataset consisting of thermal images at different resolutions. The …
DASR: Dual-Attention Transformer for infrared image super-resolution
The infrared image super-resolution (SR) method successfully overcomes the hardware
limitations of infrared cameras that reconstruct higher-quality images with improved …
limitations of infrared cameras that reconstruct higher-quality images with improved …
Therisurnet-a computationally efficient thermal image super-resolution network
V Chudasama, H Patel, K Prajapati… - Proceedings of the …, 2020 - openaccess.thecvf.com
Human perception is limited to perceive the objects beyond the range of visible wavelengths
in the Electromagnetic (EM) spectrum. This prevents them to recognize objects in different …
in the Electromagnetic (EM) spectrum. This prevents them to recognize objects in different …
A survey on infrared image & video sets
KI Danaci, E Akagunduz - Multimedia Tools and Applications, 2024 - Springer
In this survey, we compile a list of publicly available infrared image and video sets for
artificial intelligence and computer vision researchers. We mainly focus on IR image and …
artificial intelligence and computer vision researchers. We mainly focus on IR image and …
Thermal Image Super-Resolution Based on Lightweight Dynamic Attention Network for Infrared Sensors
H Zhang, Y Hu, M Yan - Sensors, 2023 - mdpi.com
Infrared sensors capture infrared rays radiated by objects to form thermal images. They have
a steady ability to penetrate smoke and fog, and are widely used in security monitoring …
a steady ability to penetrate smoke and fog, and are widely used in security monitoring …
A new approach for super-resolution and classification applications on neonatal thermal images
Thermal imaging systems are harmless to human health and enable contactless heat
measurements. The thermal cameras are used in many public sectors where it is necessary …
measurements. The thermal cameras are used in many public sectors where it is necessary …
Thermal image reconstruction using deep learning
A high-resolution thermal camera is very expensive and is thus difficult to be used.
Furthermore, thermal images become blurred in various cases of object motion, camera …
Furthermore, thermal images become blurred in various cases of object motion, camera …
Recursive deep prior video: a super resolution algorithm for time-lapse microscopy of organ-on-chip experiments
Biological experiments based on organ-on-chips (OOCs) exploit light Time-Lapse
Microscopy (TLM) for a direct observation of cell movement that is an observable signature …
Microscopy (TLM) for a direct observation of cell movement that is an observable signature …