Researching | Multi-scale fusion dehazing network for high-frequency information alignment

Chinese Journal of Liquid Crystals and Displays, Volume. 38, Issue 2, 216(2023)

Multi-scale fusion dehazing network for high-frequency information alignment

Peng-ze LI, Wan LI, and Xuan-de ZHANG^*

Author Affiliations

School of Electronic Information and Artificial Intelligence，Shaanxi University of Science & Technology，Xi'an 710021，China

show less

Abstract Get PDF(in Chinese)

Figures&Tables (8)

References (23)

Paper Information

References(23)

[1] LIU T, QIAN F, ZHANG B. MAP super-resolution reconstruction of remote sensing image[J]. Chinese Journal of Liquid Crystals and Displays, 33, 884-892(2018).

[2] ZHANG R Y, JIANG X J, AN J S et al. Design of global-contextual detection model for optical remote sensing targets[J]. Chinese Optics, 13, 1302-1313(2020).

[3] ZHOU W Z, FAN C, HU X P et al. Multi-scale singular value decomposition polarization image fusion defogging algorithm and experiment[J]. Chinese Optics, 14, 298-306(2021).

[4] GUO F, CAI Z X, XIE B et al. Review and prospect of image dehazing techniques[J]. Journal of Computer Applications, 30, 2417-2421(2010).

[5] YU J, XU D B, LIAO Q M. Image defogging: a survey[J]. Journal of Image and Graphics, 16, 1561-1576(2011).

[6] LI W, BI J G, ZHANG X D et al. Study on multi-scale image dehazing network based on non-local and prior constraints[J]. Journal of Shaanxi University of Science & Technology, 40, 172-178, 184(2022).

[7] HE K M, SUN J, TANG X O. Single image haze removal using dark channel prior[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33, 2341-2353(2011).

[8] BERMAN D, TREIBITZ T, AVIDAN S. Non-local image dehazing[C], 1674-1682(2016).

[9] FATTAL R. Dehazing using color-lines[J]. ACM Transactions on Graphics, 34, 13(2014).

[10] ZHU Q S, MAI J M, SHAO L. A fast single image haze removal algorithm using color attenuation prior[J]. IEEE Transactions on Image Processing, 24, 3522-3533(2015).

[11] REN W Q, LIU S, ZHANG H et al. Single image dehazing via multi-scale convolutional neural networks[C], 154-169(2016).

[12] CAI B L, XU X M, JIA K et al. DehazeNet: an end-to-end system for single image haze removal[J]. IEEE Transactions on Image Processing, 25, 5187-5198(2016).

[13] LI B Y, PENG X L, WANG Z Y et al. AOD-Net: all-in-one dehazing network[C], 4780-4788(2017).

[14] LI R D, PAN J S, LI Z C et al. Single image dehazing via conditional generative adversarial network[C], 8202-8211(2018).

[15] REN W Q, MA L, ZHANG J W et al. Gated fusion network for single image dehazing[C], 3253-3261(2018).

[16] QU Y Y, CHEN Y Z, HUANG J Y et al. Enhanced Pix2pix dehazing network[C], 8152-8160(2019).

[17] DONG H, PAN J S, XIANG L et al. Multi-scale boosted dehazing network with dense feature fusion[C], 2154-2164(2020).

[18] TAN R T. Visibility in bad weather from a single image[C], 1-8(2008).

[19] ZHU J Y, PARK T, ISOLA P et al. Unpaired image-to-image translation using cycle-consistent adversarial networks[C], 2242-2251(2017).

[20] CHEN W T, DING J J, KUO S Y. PMS-Net: robust haze removal based on patch map for single images[C], 11673-11681(2019).

[21] DONG J X, PAN J S. Physics-based feature dehazing networks[C], 188-204(2020).

[22] ZHAO X. Single image dehazing using bounded channel difference prior[C], 727-735(2021).

[23] LI B Y, REN W Q, FU D P et al. Benchmarking single-image dehazing and beyond[J]. IEEE Transactions on Image Processing, 28, 492-505(2019).

Tools

Get Citation

Copy Citation Text

Peng-ze LI, Wan LI, Xuan-de ZHANG. Multi-scale fusion dehazing network for high-frequency information alignment[J]. Chinese Journal of Liquid Crystals and Displays, 2023, 38(2): 216

Download Citation

EndNote(RIS)BibTex Plain Text

Set citation alerts for article

Save article for my favorites

Paper Information

Category: Research Articles

Received: Jun. 21, 2022

Accepted: --

Published Online: Feb. 20, 2023

The Author Email: Xuan-de ZHANG (zhangxuande@sust.edu.cn)

DOI:10.37188/CJLCD.2022-0208

Topics