Results 31 to 40 of about 13,934 (254)

IMU-aided adaptive mesh-grid based video motion deblurring [PDF]

open access: yesPeerJ Computer Science
Motion blur is a problem that degrades the visual quality of images for human perception and also challenges computer vision tasks. While existing studies mostly focus on deblurring algorithms to remove uniform blur due to their computational efficiency,
Ahmet Arslan   +2 more
doaj   +2 more sources

Accurate and Fast Blur Detection Using a Pyramid M-Shaped Deep Neural Network

open access: yesIEEE Access, 2019
Blur detection is aimed at estimating the probability of each pixel being blurred or non-blurred in an image affected by motion or defocus blur. This task has gained considerable attention due to its promising application fields in computer vision ...
Xuewei Wang   +5 more
doaj   +1 more source

Motion-blur-free video shooting system based on frame-by-frame intermittent tracking

open access: yesROBOMECH Journal, 2017
In this paper, a concept of frame-by-frame intermittent tracking to achieve motion-blur-free and high-brightness images when video shooting fast moving scenes is proposed.
Michiaki Inoue   +4 more
doaj   +1 more source

Object Motion Deblurring in Single Image Under Static Background

open access: yesIEEE Access, 2020
When shooting a moving object, as the object moves too fast or the camera's exposure time is too long, smears may occur in the image, which would result in motion blur. The blind restoration of object motion blur is a challenging inversive problem.
Tengteng Zhang   +4 more
doaj   +1 more source

Application of Deep Learning-Based Methods to the Single Image Non-Uniform Blind Motion Deblurring Problem

open access: yesMathematical Problems of Computer Science, 2021
In this paper, we present deep learning-based blind image deblurring methods for estimating and removing a non-uniform motion blur from a single blurry image. We propose two fully convolutional neural networks (CNN) for solving the problem.
Misak T. Shoyan   +2 more
doaj   +1 more source

Learning to Synthesize Motion Blur [PDF]

open access: yes2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019
http://timothybrooks.com/tech/motion-blur/ .
Tim Brooks, Jonathan T. Barron
openaire   +3 more sources

Restoration of Motion Blurred Images [PDF]

open access: yes2006 IEEE International Conference on Multimedia and Expo, 2006
In this paper, we present several algorithms developed for restoration of motion blurred images. We begin with a single-image based deblurring approach in the case of linear constant motion. This approach is a wavelet-based method with a novel lp-norm regularization term.
Juwei Lu   +2 more
openaire   +1 more source

Plant Image Classification with Nonlinear Motion Deblurring Based on Deep Learning

open access: yesMathematics, 2023
Despite the significant number of classification studies conducted using plant images, studies on nonlinear motion blur are limited. In general, motion blur results from movements of the hands of a person holding a camera for capturing plant images, or ...
Ganbayar Batchuluun   +3 more
doaj   +1 more source

High Inclusiveness and Accuracy Motion Blur Real-Time Gesture Recognition Based on YOLOv4 Model Combined Attention Mechanism and DeblurGanv2

open access: yesApplied Sciences, 2021
The combination of gesture recognition and aerospace exploration robots can realize the efficient non-contact control of the robots. In the harsh aerospace environment, the captured gesture images are usually blurred and damaged inevitably.
Hongchao Zhuang   +3 more
doaj   +1 more source

Single‐molecule DNA flow‐stretch assays for high‐throughput DNA–protein interaction studies

open access: yesFEBS Open Bio, EarlyView.
We describe an optimised single‐molecule DNA flow‐stretch assay that visualises DNA–protein interactions in real time. Linear DNA fragments are tethered to a surface and stretched by buffer flow for fluorescence imaging. Using λ and φX174 DNA, this protocol enhances reproducibility and accessibility, providing a versatile approach for studying diverse ...
Ayush Kumar Ganguli   +8 more
wiley   +1 more source

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