Edge-preserving Image Decomposition based on Saliency Map

被引：0

作者：

Feng, Ce ^{[1
]}

Dai, Shuling ^{[1
]}

Zhao, Yongjia ^{[1
]}

Liu, Shutian ^{[2
]}

机构：

[1] Beihang Univ, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China

[2] Naval Aviat Inst, Flight Theory Dept, Huludao, Peoples R China

来源：

2014 7TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP 2014) | 2014年

关键词：

component; image decomposition; smoothing filter; saliency map; edge-preserving filter; halo-free; image enhancement;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

A novel edge-preserving image decomposition based on saliency map is proposed to avoid halo phenomena in traditional image decompositions. Our method uses feature of saliency map that emphasizes salient edges in image to determine whether a region should be retained or processed, and then blur the image adaptively according to the local saliency average gradient. Experiments show that the proposed decomposition performs well in smoothing and enhancement. We compare our results with the guided filter and bilateral filter, and demonstrate a variety of applications including HDR and multi-scale enhancement.

引用

页码：159 / 163

页数：5

共 50 条

[31] Image Inpainting Algorithm Based on Saliency Map and Gray Entropy
Jiexian Zeng
Xiang Fu
Lu Leng
Can Wang
Arabian Journal for Science and Engineering, 2019, 44 : 3549 - 3558
[32] Inpainted Image Quality Evaluation Based on Saliency Map Features
Amirkhani, Dariush
Bastanfard, Azam
2019 5TH IRANIAN CONFERENCE ON SIGNAL PROCESSING AND INTELLIGENT SYSTEMS (ICSPIS 2019), 2019,
[33] Edge-Preserving Filtering and Fuzzy Image Enhancement in Depth Images captured by RealSense Cameras in Robotic Applications
Tadic, Vladimir
Odry, Akos
Burkus, Ervin
Kecskes, Istvan
Kiraly, Zoltan
Odry, Peter
ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING, 2020, 20 (03) : 83 - 92
[34] Subjective low-light image enhancement based on a foreground saliency map model
Pengcheng Hao
Meng Yang
Nanning Zheng
Multimedia Tools and Applications, 2022, 81 : 4961 - 4978
[35] Subjective low-light image enhancement based on a foreground saliency map model
Hao, Pengcheng
Yang, Meng
Zheng, Nanning
MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (04) : 4961 - 4978
[36] Enhancement and Edge-Preserving Denoising: An OpenCL-Based Approach for Remote Sensing Imagery
Ortegon Aguilar, Jaime
Castillo Atoche, Alejandro
Carrasco Alvarez, Roberto
Vazquez Castillo, Javier
Villalon-Turrubiates, Ivan
Perez-Martinez, Omar
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 9 (12) : 5482 - 5492
[37] Edge-preserving noise filtering using an adaptive windowing technique
Gu, JH
Younan, NH
CISST'2000: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON IMAGING SCIENCE, SYSTEMS, AND TECHNOLOGY, VOLS I AND II, 2000, : 199 - 205
[38] Hyperspectral Anomaly Detection With Multiscale Attribute and Edge-Preserving Filters
Li, Shutao
Zhang, Kunzhong
Hao, Qiaobo
Duan, Puhong
Kang, Xudong
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2018, 15 (10) : 1605 - 1609
[39] NO-INFERENCE IMAGE SHARPNESS ASSESSMENT BASED ON WAVELET TRANSFORM AND IMAGE SALIENCY MAP
Zhao, Heng-Jun
PROCEEDINGS OF 2016 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION (ICWAPR), 2016, : 43 - 48
[40] Image Modification Based on a Visual Saliency Map for Guiding Visual Attention
Takimoto, Hironori
Kokui, Tatsuhiko
Yamauchi, Hitoshi
Kishihara, Mitsuyoshi
Okubo, Kensuke
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2015, E98D (11): : 1967 - 1975

← 1 2 3 4 5 →