scispace - formally typeset
Proceedings ArticleDOI

A fast low-light multi-image fusion with online image restoration

Reads0
Chats0
TLDR
A new low-light multi-frame fusion algorithm to get a bright and clear shot even under dark conditions is presented, using multiple short-exposure images and one proper-ex exposure blurry image as an input.
Abstract
This paper presents a new low-light multi-frame fusion algorithm to get a bright and clear shot even under dark conditions. To this end, using multiple short-exposure images and one proper-exposure blurry image as an input, a new hierarchical block-wise temporal noise filtering is done. Finally, an online image restoration of the denoising result is conducted along with the blurry image input. Test results on real low-light scene show its effectiveness like fast processing speed and satisfactory visual quality.

read more

Citations
More filters
Journal ArticleDOI

Adaptive Image Enhancement Based on Guide Image and Fraction-Power Transformation for Wireless Capsule Endoscopy

TL;DR: An adaptive image enhancement method based on guide image and fraction-power transformation is proposed that improves the average intensity of endoscopic images and the average local entropy by 31.25%, which outperforms the state-of-art methods.
Proceedings ArticleDOI

Guide image based enhancement method for wireless capsule endoscopy

TL;DR: Experimental results show that GIE improves the average intensity of endoscopic images, the entropy by 16.37% and the average local entropy (MLE) by 56.68%, which outperforms the state-of-art methods.
Proceedings ArticleDOI

A fast spatiotemporal denoising scheme for multi-shot images

TL;DR: A new fast spatiotemporal denoising scheme is proposed in a multi-resolution framework which is combined with image registration and temporal bilateral filtering and it requires much lower computational complexity compared with other methods.
Proceedings ArticleDOI

A ghost-free pseudo-multiframe HDR

TL;DR: A ghosts-free pseudo-multiframe (MF) high dynamic range (HDR) algorithm inputting real on-site multiple exposures that can provide more realistic color appearance and details even at low light situations is presented.
Proceedings ArticleDOI

Representation Learning for Compressed Video Action Recognition via Attentive Cross-modal Interaction with Motion Enhancement

TL;DR: This paper proposes a novel framework, namely Attentive Cross-modal Interaction Network with Motion Enhancement (MEACI-Net), which follows the two-stream architecture and strengthens the interaction between the two streams by introducing the Selective Motion Complement and Cross-Modality Augment modules.
References
More filters
Journal ArticleDOI

Multiresolution Bilateral Filtering for Image Denoising

TL;DR: An empirical study of the optimal bilateral filter parameter selection in image denoising applications and an extension of the bilateral filter: multiresolution bilateral filter, where bilateral filtering is applied to the approximation subbands of a signal decomposed using a wavelet filter bank.
Proceedings ArticleDOI

Video denoising using separable 4D nonlocal spatiotemporal transforms

TL;DR: A powerful video denoising algorithm that exploits temporal and spatial redundancy characterizing natural video sequences and outperforms the state of the art is proposed.
Proceedings ArticleDOI

Image enhancement method via blur and noisy image fusion

TL;DR: An image enhancement algorithm based on fusing the visual information present in two images of the same scene, captured with different exposure times to exploit the differences between the image degradations that affect the two images.
Proceedings ArticleDOI

Low light imaging system with? Expanding spectrum band for digital camera

TL;DR: With prototype system, the possibility of increasing sensitivity is proved, which is almost 3 times better than conventional RGGB Bayer system.
Proceedings ArticleDOI

Low Compexity Motion Analysis for Mobile Video Devices

TL;DR: In this paper, a low-complexity method for estimation of translational motion in video sequences is proposed, based on the principle that 2D image translation results in translation of image projections.
Related Papers (5)