Research on de-motion blur image processing based on deep learning

Y Chang - Journal of Visual Communication and Image …, 2019 - Elsevier
… , attitude and speed of camera motion, correct the image pixel position, perform image de-motion
blur processing, and then perform image processing such as denoising to solve the …

Towards efficient motion-blurred public security video super-resolution based on back-projection networks

K Guo, H Guo, S Ren, J Zhang, X Li - Journal of Network and Computer …, 2020 - Elsevier
… large displacement processing network and the small displacement processing network to
… : video frame de-motion blur, video frame motion estimation and compensation, and video

A simple motion deblurring method by two continuous images

J Zhang, J Li, G Liu, T Chen, T Zhu… - … Social Systems (ICCSS), 2019 - ieeexplore.ieee.org
… When the camera takes the target image, if the camera has a … The image processed in this
paper was continuous frame … , a continuous frame de-motion blur method with simple concept …

Iterative multi‐scale residual network for deblurring

T Zhang, J Li, Z Hua - IET Image Processing, 2021 - Wiley Online Library
… In reality, image blur caused by relative displacement due to camera shake and object …
non-uniform blur processing. At the same time, we also chose the same de-motion blur method as …

Research on Image Motion Deblurring Based on Generative Adversarial Networks

J Wang, Z Wang, M Lei - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
… caused by imaging equipment such as camera jitter and defocus… Therefore, in the field of
image processing, the research and … This paper mainly studies the de motion blur of the image. …

Self-aware attentional image demotion fuzzy algorithm based on conditional generative adversarial network

W He - … Conference on Electronic Information Technology (EIT …, 2022 - spiedigitallibrary.org
… caused by moving objects and camera shake, we propose a … studied the field of image
processing together to judge the … In summary: the de-motion blur image obtained by MS is not …

[PDF][PDF] Restoration of motion blur image for detection robot by Generative Adversarial Network

J Cui, J Han - 2021 - bit.nkust.edu.tw
… of the most challenging problems in image processing. In the blind de-motion blur, Krishnan
… robot and the rotation angle of the camera (the mathematical model is recorded as I ), B is …

A facial motion deblurring algorithm based on semantics and GAN

K Xiao, Z Pan - 2023 3rd International Conference on …, 2023 - ieeexplore.ieee.org
… , the face images captured by the camera are blurred, and it is … the original image and the
processed image. The higher the … PSFD-GAN for face demotion blur, which uses face semantic …

Removal of the Noise & Blurriness using Global & Local Image Enhancement Equalization Techniques

M Aslam - International Journal of Computational and Innovative …, 2022 - ijcis.com
… of these areas like audio and video surveillance, satellite images, … them that is used for image
processing. Computer vision has a … Chang, ‘Research on de-motion blur image processing

An Image Processing-Based Approach for Fuzzy Image Recognition

Z Song, T Liang, B Zhang, M Zhao… - 2023 5th International …, 2023 - ieeexplore.ieee.org
camera shutter speeds or linear object movement relative to the camera when shooting or
recording video. … Different models are suitable for different types of image or video processing