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Image Enhancement

31 papers with code · Computer Vision

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Latest papers with code

Simultaneous Enhancement and Super-Resolution of Underwater Imagery for Improved Visual Perception

4 Feb 2020xahidbuffon/Deep-SESR

In this paper, we introduce and tackle the simultaneous enhancement and super-resolution (SESR) problem for underwater robot vision and provide an efficient solution for near real-time applications.

IMAGE ENHANCEMENT SALIENCY PREDICTION SUPER-RESOLUTION

18
04 Feb 2020

Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement

19 Jan 2020Li-Chongyi/Zero-DCE

The paper presents a novel method, Zero-Reference Deep Curve Estimation (Zero-DCE), which formulates light enhancement as a task of image-specific curve estimation with a deep network.

FACE DETECTION LOW-LIGHT IMAGE ENHANCEMENT

17
19 Jan 2020

$Σ$-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction

18 Dec 2019khammernik/sigmanet

Purpose: To systematically investigate the influence of various data consistency layers, (semi-)supervised learning and ensembling strategies, defined in a $\Sigma$-net, for accelerated parallel MR image reconstruction using deep learning.

IMAGE ENHANCEMENT IMAGE RECONSTRUCTION

19
18 Dec 2019

DIFAR: Deep Image Formation and Retouching

29 Nov 2019sjmoran/difar

We present a novel neural network architecture for the image signal processing (ISP) pipeline.

DEMOSAICKING DENOISING IMAGE ENHANCEMENT

5
29 Nov 2019

Attention-guided Low-light Image Enhancement

2 Aug 2019Lvfeifan/MBLLEN

Other contributions of this paper include a decomposition-and-fusion design of the enhancement network and the reinforcement-net for further contrast enhancement.

 SOTA for Low-Light Image Enhancement on 3DMatch Benchmark (using extra training data)

DENOISING LOW-LIGHT IMAGE ENHANCEMENT

19
02 Aug 2019

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging

7 Jul 2019wangyanckxx/Single-Underwater-Image-Enhancement-and-Color-Restoration

Underwater images play a key role in ocean exploration, but often suffer from severe quality degradation due to light absorption and scattering in water medium.

IMAGE ENHANCEMENT IMAGE RESTORATION

51
07 Jul 2019

EnlightenGAN: Deep Light Enhancement without Paired Supervision

17 Jun 2019yueruchen/EnlightenGAN

Deep learning-based methods have achieved remarkable success in image restoration and enhancement, but are they still competitive when there is a lack of paired training data?

IMAGE RESTORATION LOW-LIGHT IMAGE ENHANCEMENT

253
17 Jun 2019

Style Generator Inversion for Image Enhancement and Animation

5 Jun 2019avivga/style-image-prior

We show that style generators outperform other GANs as well as Deep Image Prior as priors for image enhancement tasks.

IMAGE ENHANCEMENT

16
05 Jun 2019