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Motion Estimation and Deblurring of Fast Moving Objects
the background is sharp and partially occluded by the object. The problem of blind deblurringImage deblurring is one of the standard problems in image processing. Recently, this area of research is dominated by blind d...
Computer hardware and architecture
- 2018 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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Non-causal Tracking by Deblatting
We have proposed a non-causal tracking algorithm for fast moving objects using deblurring and matting.
Robotics and automatic control
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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Single-Image Deblurring, Trajectory and Shape Recovery of Fast Moving Objects with Denoising Diffusion Probabilistic Models
object deblurring, shape, and trajectory recovery--previous approaches requireBlurry appearance of fast moving objects in video frames was successfully used to reconstruct the object appearance and motion in both ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2024 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks
We present DeblurGAN, an end-to-end learned method for motion deblurring. The learning is based on a conditional GAN and the content loss. DeblurGAN achieves state. The quality of the deblurring model is also evaluated in a novel wa...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2018 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
FMODetect: Robust Detection of Fast Moving Objects
We propose the first learning-based approach for fast moving objects detection. Such objects are highly blurred and move over large distances within one video frame. Fastnmoving objects are associated with a deblurring<...
Computer hardware and architecture
- 2021 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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Motion Blur Prior
deblurring of moving objects.We have proposed a novel methodology for generating priors that favor motion blur. Priors play an important role of regularizers in image deblurring algorithms. Image priors are frequently stud...
Computer hardware and architecture
- 2020 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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D3Net: Joint Demosaicking, Deblurring and Deringing
We have proposed a light-weight neural network architecture D3Net for joint demosaicking, deblurring and deringing by unrolling the ADMM optimization method....
Robotics and automatic control
- 2021 •
- D
Rok uplatnění
D - Stať ve sborníku
Notes on performance of bidiagonalization-based estimator in image deblurring
Image deblurring represents one of important areas of image processing. When information about the amount of noise in the given blurred image is available, it can significantly improve the performance of image deblurring algorithms....
BA - Obecná matematika
- 2016 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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Notes on Performance of Bidiagonalization-Based Noise Level Estimator in Image Deblurring
Image deblurring represents one of important areas of image processing. When information about the amount of noise in the given blurred image is available, it can signifficantly improve the performance of image deblurring algorithms...
BA - Obecná matematika
- 2016 •
- D
Rok uplatnění
D - Stať ve sborníku
Sub-Frame Appearance and 6D Pose Estimation of Fast Moving Objects
We propose a novel method that tracks fast moving objects, mainly non-uniform trajectory, 3D pose and object appearance changes with a time step that is a fraction of the video frame exposure time. The sub-frame object loca...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2020 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
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