Researching | Retargeting method based on principal component analysis and image blocking

Chinese Journal of Liquid Crystals and Displays, Volume. 39, Issue 2, 157(2024)

Retargeting method based on principal component analysis and image blocking

Yanfei PENG, Jing WANG^*, Xiaoxuan LIU, and Shengjie GONG

Author Affiliations

School of Electronic and Information Engineering，Liaoning Technical University，Huludao 125105，China

show less

Abstract Get PDF(in Chinese)

Figures&Tables (9)

References (29)

Paper Information

References(29)

[1] BAO X. Research on image scaling distortion suppression technology and classification algorithm[D](2020).

[2] LUO H Y, ZHU Z Y, LIN R et al. Improved no-reference noisy image quality assessment based on masking effect and gradient information[J]. Journal of Electronics & Information Technology, 41, 210-218(2019).

[3] ZHANG K Q, JIANG C F, CHENG X L et al. Resource-aware based adaptive-scaling image target detection under multi-resolution scenario[J]. Computer Science, 48, 180-186(2021).

[4] CIOCCA G, CUSANO C, GASPARINI F et al. Self-adaptive image cropping for small displays[J]. IEEE Transactions on Consumer Electronics, 53, 1622-1627(2007).

[5] CHEN J S, BAI G C, LIANG S H et al. Automatic image cropping: A computational complexity study[C], 507-515(2016).

[6] CHEN Z J, LING C D, WEI T X. Design of bicubic convolution template algorithm based on FPGA[J]. Chinese Journal of Liquid Crystals and Displays, 29, 71-76(2014).

[7] LI Z Q, JIANG T, XIANG T M. Edge adaptive image scaling algorithm based on FPGA[J]. Computer Engineering, 39, 253-256(2013).

[8] ZHANG X, TAN C L. Text line segmentation for handwritten documents using constrained seam carving[C], 98-103(2014).

[9] QI S Y, CHI Y T J, PETER A M et al. CASAIR: content and shape-aware image retargeting and its applications[J]. IEEE Transactions on Image Processing, 25, 2222-2232(2016).

[10] CHANG H H, SHIH T K, CHANG C K et al. CMAIR: content and mask-aware image retargeting[J]. Multimedia Tools and Applications, 78, 21731-21758(2019).

[11] AVIDAN S, SHAMIR A. Seam carving for content-aware image resizing[C](2007).

[12] RUBINSTEIN M, SHAMIR A, AVIDAN S. Improved seam carving for video retargeting[J]. ACM Transactions on Graphics, 27, 1-9(2008).

[13] PATEL D, RAMAN S. Accelerated seam carving for image retargeting[J]. IET Image Processing, 13, 885-895(2019).

[14] ZHAO D F, WANG B, YANG D W. Content-aware image resizing based on random permutation[J]. Journal of Jilin University (Engineering and Technology Edition), 45, 1324-1328(2015).

[15] SHAFIEYAN F, KARIMI N, MIRMAHBOUB B et al. Image retargeting using depth assisted saliency map[J]. Signal Processing: Image Communication, 50, 34-43(2017).

[16] HASHEMZADEH M, ASHEGHI B, FARAJZADEH N. Content-aware image resizing: an improved and shadow-preserving seam carving method[J]. Signal Processing, 155, 233-246(2019).

[17] GUO Y C, HOU J T, YU M et al. Content-aware image resizing based on random-carving with probability[J]. Journal on Communications, 38, 30-38(2017).

[18] DOMINGUES D, ALAHI A, VANDERGHEYNST P. Stream carving: an adaptive seam carving algorithm[C], 901-904(2010).

[19] LI C Y, HU R M, LIANG C et al. Faster seam carving for video retargeting[C], 823-827(2018).

[20] LI C Y. Research on fast video retargeting based on seam carving[D](2019).

[21] GUO Y C, LIANG Y H, YU M et al. An improved seam carving algorithm based on image blocking and optimized cumulative energy map[J]. Journal of Electronics & Information Technology, 40, 331-337(2018).

[22] WANG Y S, TAI C L, SORKINE O et al. Optimized scale-and-stretch for image resizing[C], 118(2008).

[23] DONG W M, ZHOU N, PAUL J C et al. Optimized image resizing using seam carving and scaling[J]. ACM Transactions on Graphics, 28, 1-10(2009).

[24] WEI J, WANG S H, WU Z et al. Label decoupling framework for salient object detection[C], 13022-13031(2020).

[25] SHANG L, HUANG D S, DU J X et al. Palmprint recognition using FastICA algorithm and radial basis probabilistic neural network[J]. Neurocomputing, 69, 1782-1786(2006).

[26] RUBINSTEIN M, GUTIERREZ D, SORKINE O et al. A comparative study of image retargeting[C], 160(2010).

[27] YANG C, ZHANG L H, LU H C et al. Saliency detection via graph-based manifold ranking[C], 3166-3173(2013).

[28] JU R, LIU Y, REN T W et al. Depth-aware salient object detection using anisotropic center-surround difference[J]. Signal Processing: Image Communication, 38, 115-126(2015).

[29] LIU C, YUEN J, TORRALBA A. Sift flow: dense correspondence across scenes and its applications[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33, 978-994(2011).

Tools

Get Citation

Copy Citation Text

Yanfei PENG, Jing WANG, Xiaoxuan LIU, Shengjie GONG. Retargeting method based on principal component analysis and image blocking[J]. Chinese Journal of Liquid Crystals and Displays, 2024, 39(2): 157

Download Citation

EndNote(RIS)BibTex Plain Text

Set citation alerts for article

Save article for my favorites

Paper Information

Category: Research Articles

Received: Mar. 21, 2023

Accepted: --

Published Online: Apr. 24, 2024

The Author Email: Jing WANG (1179511393@qq.com)

DOI:10.37188/CJLCD.2023-0104

Topics