{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T04:12:01Z","timestamp":1776831121890,"version":"3.51.2"},"reference-count":74,"publisher":"Springer Science and Business Media LLC","issue":"11-12","license":[{"start":{"date-parts":[[2020,1,2]],"date-time":"2020-01-02T00:00:00Z","timestamp":1577923200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,2]],"date-time":"2020-01-02T00:00:00Z","timestamp":1577923200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2020,3]]},"DOI":"10.1007\/s11042-019-08465-5","type":"journal-article","created":{"date-parts":[[2020,1,2]],"date-time":"2020-01-02T15:03:14Z","timestamp":1577977394000},"page":"7811-7836","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":22,"title":["No-reference image quality assessment using bag-of-features with feature selection"],"prefix":"10.1007","volume":"79","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2693-4085","authenticated-orcid":false,"given":"Imran Fareed","family":"Nizami","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muhammad","family":"Majid","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mobeen ur","family":"Rehman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Syed Muhammad","family":"Anwar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ammara","family":"Nasim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Khawar","family":"Khurshid","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,1,2]]},"reference":[{"issue":"12","key":"8465_CR1","doi-asserted-by":"crossref","first-page":"7407","DOI":"10.1007\/s11042-015-2663-9","volume":"75","author":"A Attar","year":"2016","unstructured":"Attar A, Shahbahrami A, Rad RM (2016) Image quality assessment using edge based features. Multimedia Tools and Applications 75(12):7407\u20137422","journal-title":"Multimedia Tools and Applications"},{"key":"8465_CR2","unstructured":"Banitalebi-Dehkordi M, Khademi M, Ebrahimi-Moghadam A, Hadizadeh H (2018) An image quality assessment algorithm based on saliency and sparsity. Multimedia Tools and Applications: 1\u201320"},{"key":"8465_CR3","doi-asserted-by":"crossref","first-page":"140","DOI":"10.1016\/j.knosys.2013.10.016","volume":"55","author":"P Bermejo","year":"2014","unstructured":"Bermejo P, G\u00e1mez JA, Puerta JM (2014) Speeding up incremental wrapper feature subset selection with naive bayes classifier. Knowl-Based Syst 55:140\u2013147","journal-title":"Knowl-Based Syst"},{"issue":"2","key":"8465_CR4","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1007\/s11760-017-1166-8","volume":"12","author":"S Bianco","year":"2018","unstructured":"Bianco S, Celona L, Napoletano P, Schettini R (2018) On the use of deep learning for blind image quality assessment. Signal, Image and Video Processing 12(2):355\u2013362","journal-title":"Signal, Image and Video Processing"},{"key":"8465_CR5","doi-asserted-by":"crossref","unstructured":"Bosse S, Chen Q, Siekmann M, Samek W, Wiegand T (2016) Shearlet-based reduced reference image quality assessment. In: 2016 IEEE international conference on image processing (ICIP). IEEE, pp 2052\u20132056","DOI":"10.1109\/ICIP.2016.7532719"},{"issue":"9","key":"8465_CR6","doi-asserted-by":"crossref","first-page":"2008","DOI":"10.1109\/JPROC.2013.2257632","volume":"101","author":"AC Bovik","year":"2013","unstructured":"Bovik AC (2013) Automatic prediction of perceptual image and video quality. Proc IEEE 101(9):2008\u20132024","journal-title":"Proc IEEE"},{"issue":"2","key":"8465_CR7","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1023\/A:1009715923555","volume":"2","author":"CJ Burges","year":"1998","unstructured":"Burges CJ (1998) A tutorial on support vector machines for pattern recognition. Data Min Knowl Disc 2(2):121\u2013167","journal-title":"Data Min Knowl Disc"},{"issue":"5","key":"8465_CR8","doi-asserted-by":"crossref","first-page":"1055","DOI":"10.1109\/72.788646","volume":"10","author":"O Chapelle","year":"1999","unstructured":"Chapelle O, Haffner P, Vapnik VN (1999) Support vector machines for histogram-based image classification. IEEE Trans Neural Netw 10(5):1055\u20131064","journal-title":"IEEE Trans Neural Netw"},{"key":"8465_CR9","unstructured":"Csurka G, Dance C, Fan L, Willamowski J, Bray C (2004) Visual categorization with bags of keypoints. In: Workshop on statistical learning in computer vision, ECCV, vol 1, Prague, pp 1\u20132"},{"issue":"4","key":"8465_CR10","doi-asserted-by":"crossref","first-page":"1600","DOI":"10.1109\/TIP.2017.2781307","volume":"27","author":"Y Fang","year":"2018","unstructured":"Fang Y, Yan J, Li L, Wu J, Lin W (2018) No reference quality assessment for screen content images with both local and global feature representation. IEEE Trans Image Process 27(4):1600\u20131610","journal-title":"IEEE Trans Image Process"},{"issue":"1","key":"8465_CR11","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1167\/17.1.32","volume":"17","author":"D Ghadiyaram","year":"2017","unstructured":"Ghadiyaram D, Bovik AC (2017) Perceptual quality prediction on authentically distorted images using a bag of features approach. J Vis 17(1):32\u201332","journal-title":"J Vis"},{"issue":"11","key":"8465_CR12","doi-asserted-by":"crossref","first-page":"5293","DOI":"10.1109\/TIP.2016.2601821","volume":"25","author":"S Golestaneh","year":"2016","unstructured":"Golestaneh S, Karam LJ (2016) Reduced-reference quality assessment based on the entropy of dwt coefficients of locally weighted gradient magnitudes. IEEE Trans Image Process 25(11):5293\u20135303","journal-title":"IEEE Trans Image Process"},{"issue":"1","key":"8465_CR13","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1109\/TMM.2014.2373812","volume":"17","author":"K Gu","year":"2015","unstructured":"Gu K, Zhai G, Yang X, Zhang W (2015) Using free energy principle for blind image quality assessment. IEEE Transactions on Multimedia 17(1):50\u201363","journal-title":"IEEE Transactions on Multimedia"},{"key":"8465_CR14","doi-asserted-by":"crossref","unstructured":"Gutlein M, Frank E, Hall M, Karwath A (2009) Large-scale attribute selection using wrappers. In: IEEE symposium on computational intelligence and data mining, 2009. CIDM\u2019 09. IEEE, pp 332\u2013339","DOI":"10.1109\/CIDM.2009.4938668"},{"key":"8465_CR15","unstructured":"He L, Tao D, Li X, Gao X (2012) Sparse representation for blind image quality assessment. In: 2012 IEEE conference on computer vision and pattern recognition (CVPR). IEEE, pp 1146\u20131153"},{"issue":"5","key":"8465_CR16","doi-asserted-by":"crossref","first-page":"2769","DOI":"10.1007\/s11042-015-2620-7","volume":"75","author":"Y Huang","year":"2016","unstructured":"Huang Y, Chen X, Ding X (2016) A harmonic means pooling strategy for structural similarity index measurement in image quality assessment. Multimedia Tools and Applications 75(5):2769\u20132780","journal-title":"Multimedia Tools and Applications"},{"issue":"13","key":"8465_CR17","doi-asserted-by":"crossref","first-page":"800","DOI":"10.1049\/el:20080522","volume":"44","author":"Q Huynh-Thu","year":"2008","unstructured":"Huynh-Thu Q, Ghanbari M (2008) Scope of validity of psnr in image\/video quality assessment. Electronics Letters 44(13):800\u2013801","journal-title":"Electronics Letters"},{"issue":"12","key":"8465_CR18","doi-asserted-by":"crossref","first-page":"13859","DOI":"10.1007\/s11042-016-3785-4","volume":"76","author":"M Jenadeleh","year":"2017","unstructured":"Jenadeleh M, Moghaddam ME (2017) Biqws: efficient wakeby modeling of natural scene statistics for blind image quality assessment. Multimedia Tools and Applications 76(12):13859\u201313880","journal-title":"Multimedia Tools and Applications"},{"key":"8465_CR19","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1016\/j.jvcir.2015.09.009","volume":"33","author":"Q Jiang","year":"2015","unstructured":"Jiang Q, Shao F, Jiang G, Yu M, Peng Z (2015) Supervised dictionary learning for blind image quality assessment using quality-constraint sparse coding. J Vis Commun Image Represent 33:123\u2013133","journal-title":"J Vis Commun Image Represent"},{"issue":"11","key":"8465_CR20","doi-asserted-by":"crossref","first-page":"14485","DOI":"10.1007\/s11042-018-6797-4","volume":"78","author":"M Khan","year":"2019","unstructured":"Khan M, Nizami IF, Majid M (2019) No-reference image quality assessment using gradient magnitude and wiener filtered wavelet features. Multimedia Tools and Applications 78(11):14485\u201314509","journal-title":"Multimedia Tools and Applications"},{"issue":"2","key":"8465_CR21","doi-asserted-by":"crossref","first-page":"2733","DOI":"10.1007\/s11042-015-3149-5","volume":"76","author":"MH Khosravi","year":"2017","unstructured":"Khosravi MH, Hassanpour H (2017) Model-based full reference image blurriness assessment. Multimedia Tools and Applications 76(2):2733\u20132747","journal-title":"Multimedia Tools and Applications"},{"issue":"1","key":"8465_CR22","doi-asserted-by":"crossref","first-page":"011006","DOI":"10.1117\/1.3267105","volume":"19","author":"EC Larson","year":"2010","unstructured":"Larson EC, Chandler DM (2010) Most apparent distortion: full-reference image quality assessment and the role of strategy. J Electro Imaging 19(1):011006\u2013011006","journal-title":"J Electro Imaging"},{"issue":"5","key":"8465_CR23","doi-asserted-by":"crossref","first-page":"793","DOI":"10.1109\/TNN.2011.2120620","volume":"22","author":"C Li","year":"2011","unstructured":"Li C, Bovik AC, Wu X (2011) Blind image quality assessment using a general regression neural network. IEEE Trans Neural Netw 22(5):793\u2013799","journal-title":"IEEE Trans Neural Netw"},{"key":"8465_CR24","doi-asserted-by":"crossref","first-page":"2163","DOI":"10.1109\/ACCESS.2017.2661858","volume":"5","author":"L Li","year":"2017","unstructured":"Li L, Yan Y, Lu Z, Wu J, Gu K, Wang S (2017) No-reference quality assessment of deblurred images based on natural scene statistics. IEEE Access 5:2163\u20132171","journal-title":"IEEE Access"},{"key":"8465_CR25","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1016\/j.neucom.2016.09.105","volume":"236","author":"Q Li","year":"2017","unstructured":"Li Q, Lin W, Fang Y (2017) Bsd: Blind image quality assessment based on structural degradation. Neurocomputing 236:93\u2013103","journal-title":"Neurocomputing"},{"issue":"12","key":"8465_CR26","doi-asserted-by":"crossref","first-page":"2457","DOI":"10.1109\/TMM.2016.2601028","volume":"18","author":"Q Li","year":"2016","unstructured":"Li Q, Lin W, Xu J, Fang Y (2016) Blind image quality assessment using statistical structural and luminance features. IEEE Trans Multimedia 18(12):2457\u20132469","journal-title":"IEEE Trans Multimedia"},{"issue":"2","key":"8465_CR27","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1023\/A:1008045108935","volume":"30","author":"T Lindeberg","year":"1998","unstructured":"Lindeberg T (1998) Feature detection with automatic scale selection. Int J Comput Vis 30(2):79\u2013116","journal-title":"Int J Comput Vis"},{"key":"8465_CR28","unstructured":"Liu A, Wang J, Liu J, Su Y (2018) Comprehensive image quality assessment via predicting the distribution of opinion score. Multimedia Tools and Applications: 1\u201318"},{"key":"8465_CR29","unstructured":"Liu H, Setiono R, et al. (1996) A probabilistic approach to feature selection-a filter solution. In: ICML, vol 96. Citeseer, pp 319\u2013327"},{"issue":"4","key":"8465_CR30","doi-asserted-by":"crossref","first-page":"494","DOI":"10.1016\/j.image.2014.02.004","volume":"29","author":"L Liu","year":"2014","unstructured":"Liu L, Dong H, Huang H, Bovik AC (2014) No-reference image quality assessment in curvelet domain. Signal Process Image Commun 29(4):494\u2013505","journal-title":"Signal Process Image Commun"},{"key":"8465_CR31","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.image.2015.10.005","volume":"40","author":"L Liu","year":"2016","unstructured":"Liu L, Hua Y, Zhao Q, Huang H, Bovik AC (2016) Blind image quality assessment by relative gradient statistics and adaboosting neural network. Signal Process Image Commun 40:1\u201315","journal-title":"Signal Process Image Commun"},{"issue":"8","key":"8465_CR32","doi-asserted-by":"crossref","first-page":"856","DOI":"10.1016\/j.image.2014.06.006","volume":"29","author":"L Liu","year":"2014","unstructured":"Liu L, Liu B, Huang H, Bovik AC (2014) No-reference image quality assessment based on spatial and spectral entropies. Signal Process Image Commun 29 (8):856\u2013863","journal-title":"Signal Process Image Commun"},{"issue":"22","key":"8465_CR33","doi-asserted-by":"crossref","first-page":"14417","DOI":"10.1007\/s11042-016-3519-7","volume":"75","author":"W Lu","year":"2016","unstructured":"Lu W, Xu T, Ren Y, He L (2016) Statistical modeling in the shearlet domain for blind image quality assessment. Multimedia Tools and Applications 75 (22):14417\u201314431","journal-title":"Multimedia Tools and Applications"},{"issue":"10","key":"8465_CR34","doi-asserted-by":"crossref","first-page":"1811","DOI":"10.1109\/LSP.2015.2436908","volume":"22","author":"Y Lu","year":"2015","unstructured":"Lu Y, Xie F, Liu T, Jiang Z, Tao D (2015) No reference quality assessment for multiply-distorted images based on an improved bag-of-words model. IEEE Signal Process Lett 22(10):1811\u20131815","journal-title":"IEEE Signal Process Lett"},{"issue":"11","key":"8465_CR35","doi-asserted-by":"crossref","first-page":"2228","DOI":"10.1109\/TMM.2016.2614187","volume":"18","author":"L Ma","year":"2016","unstructured":"Ma L, Xu L, Zhang Y, Yan Y, Ngan KN (2016) No-reference retargeted image quality assessment based on pairwise rank learning. IEEE Trans Multimedia 18 (11):2228\u20132237","journal-title":"IEEE Trans Multimedia"},{"key":"8465_CR36","doi-asserted-by":"crossref","unstructured":"Mikolajczyk K, Schmid C (2002) An affine invariant interest point detector. In: European conference on computer vision. Springer, pp 128\u2013142","DOI":"10.1007\/3-540-47969-4_9"},{"issue":"1-2","key":"8465_CR37","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1007\/s11263-005-3848-x","volume":"65","author":"K Mikolajczyk","year":"2005","unstructured":"Mikolajczyk K, Tuytelaars T, Schmid C, Zisserman A, Matas J, Schaffalitzky F, Kadir T, Van Gool L (2005) A comparison of affine region detectors. Int J Comput Vis 65(1-2):43\u201372","journal-title":"Int J Comput Vis"},{"key":"8465_CR38","doi-asserted-by":"crossref","unstructured":"Mittal A, Moorthy AK, Bovik AC (2012) Making image quality assessment robust. In: 2012 conference record of the forty sixth Asilomar conference on signals, systems and computers (ASILOMAR). IEEE, pp 1718\u20131722","DOI":"10.1109\/ACSSC.2012.6489326"},{"issue":"12","key":"8465_CR39","doi-asserted-by":"crossref","first-page":"4695","DOI":"10.1109\/TIP.2012.2214050","volume":"21","author":"A Mittal","year":"2012","unstructured":"Mittal A, Moorthy AK, Bovik AC (2012) No-reference image quality assessment in the spatial domain. IEEE Trans Image Process 21(12):4695\u20134708","journal-title":"IEEE Trans Image Process"},{"issue":"3","key":"8465_CR40","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1109\/LSP.2012.2227726","volume":"20","author":"A Mittal","year":"2013","unstructured":"Mittal A, Soundararajan R, Bovik AC (2013) Making a \u201ccompletely blind\u201d image quality analyzer. IEEE Signal Process Lett 20(3):209\u2013212","journal-title":"IEEE Signal Process Lett"},{"issue":"5","key":"8465_CR41","doi-asserted-by":"crossref","first-page":"513","DOI":"10.1109\/LSP.2010.2043888","volume":"17","author":"AK Moorthy","year":"2010","unstructured":"Moorthy AK, Bovik AC (2010) A two-step framework for constructing blind image quality indices. IEEE Signal Process Lett 17(5):513\u2013516","journal-title":"IEEE Signal Process Lett"},{"issue":"12","key":"8465_CR42","doi-asserted-by":"crossref","first-page":"3350","DOI":"10.1109\/TIP.2011.2147325","volume":"20","author":"AK Moorthy","year":"2011","unstructured":"Moorthy AK, Bovik AC (2011) Blind image quality assessment: From natural scene statistics to perceptual quality. IEEE Trans Image Process 20(12):3350\u20133364","journal-title":"IEEE Trans Image Process"},{"key":"8465_CR43","doi-asserted-by":"crossref","first-page":"5579","DOI":"10.1109\/ACCESS.2016.2604042","volume":"4","author":"HZ Nafchi","year":"2016","unstructured":"Nafchi HZ, Shahkolaei A, Hedjam R, Cheriet M (2016) Mean deviation similarity index: efficient and reliable full-reference image quality evaluator. IEEE Access 4:5579\u20135590","journal-title":"IEEE Access"},{"key":"8465_CR44","unstructured":"Nizami IF, Majid M, Afzal H, Khurshid K (2017) Impact of feature selection algorithms on blind image quality assessment. Arab J Sci Eng: 1\u201314"},{"key":"8465_CR45","doi-asserted-by":"crossref","unstructured":"Nizami IF, Majid M, Khurshid K (2017) Efficient feature selection for blind image quality assessment based on natural scene statistics. In: 2017 14th International Bhurban conference on applied sciences and technology (IBCAST). IEEE, pp 318\u2013322","DOI":"10.1109\/IBCAST.2017.7868071"},{"issue":"5","key":"8465_CR46","doi-asserted-by":"crossref","first-page":"2163","DOI":"10.3906\/elk-1804-116","volume":"26","author":"IF Nizami","year":"2018","unstructured":"Nizami IF, Majid M, Khurshid K (2018) Feature selection algorithm for no-reference image quality assessment using natural scene statistics. Turkish J Elec Eng & Comp Sci 26(5):2163\u20132177","journal-title":"Turkish J Elec Eng & Comp Sci"},{"issue":"10","key":"8465_CR47","doi-asserted-by":"crossref","first-page":"3482","DOI":"10.1007\/s10489-018-1151-0","volume":"48","author":"IF Nizami","year":"2018","unstructured":"Nizami IF, Majid M, Khurshid K (2018) New feature selection algorithms for no-reference image quality assessment. Appl Intell 48(10):3482\u20133501","journal-title":"Appl Intell"},{"issue":"1","key":"8465_CR48","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1186\/s13640-018-0392-5","volume":"2019","author":"IF Nizami","year":"2019","unstructured":"Nizami IF, Majid M, Manzoor W, Khurshid K, Jeon B (2019) Distortion-specific feature selection algorithm for universal blind image quality assessment. EURASIP J Image Video Process 2019(1):19","journal-title":"EURASIP J Image Video Process"},{"issue":"19","key":"8465_CR49","doi-asserted-by":"crossref","first-page":"8685","DOI":"10.1007\/s11042-014-2353-z","volume":"74","author":"M Omari","year":"2015","unstructured":"Omari M, El Hassouni M, Abdelouahad AA, Cherifi H (2015) A statistical reduced-reference method for color image quality assessment. Multimedia Tools and Applications 74(19):8685\u20138701","journal-title":"Multimedia Tools and Applications"},{"key":"8465_CR50","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1016\/j.image.2014.10.009","volume":"30","author":"N Ponomarenko","year":"2015","unstructured":"Ponomarenko N, Jin L, Ieremeiev O, Lukin V, Egiazarian K, Astola J, Vozel B, Chehdi K, Carli M, Battisti F, et al. (2015) Image database tid2013: peculiarities, results and perspectives. Signal Process Image Commun 30:57\u201377","journal-title":"Signal Process Image Commun"},{"issue":"2","key":"8465_CR51","doi-asserted-by":"crossref","first-page":"2529","DOI":"10.1007\/s11042-017-4432-4","volume":"77","author":"F Rezaie","year":"2018","unstructured":"Rezaie F, Helfroush MS, Danyali H (2018) No-reference image quality assessment using local binary pattern in the wavelet domain. Multimedia Tools and Applications 77(2):2529\u20132541","journal-title":"Multimedia Tools and Applications"},{"issue":"8","key":"8465_CR52","doi-asserted-by":"crossref","first-page":"3339","DOI":"10.1109\/TIP.2012.2191563","volume":"21","author":"MA Saad","year":"2012","unstructured":"Saad MA, Bovik AC, Charrier C (2012) Blind image quality assessment: a natural scene statistics approach in the dct domain. IEEE Trans Image Process 21 (8):3339\u20133352","journal-title":"IEEE Trans Image Process"},{"key":"8465_CR53","doi-asserted-by":"crossref","first-page":"186","DOI":"10.1016\/j.sigpro.2016.03.026","volume":"128","author":"A Saha","year":"2016","unstructured":"Saha A, Wu QJ (2016) Full-reference image quality assessment by combining global and local distortion measures. Signal Process 128:186\u2013197","journal-title":"Signal Process"},{"issue":"11","key":"8465_CR54","doi-asserted-by":"crossref","first-page":"3440","DOI":"10.1109\/TIP.2006.881959","volume":"15","author":"HR Sheikh","year":"2006","unstructured":"Sheikh HR, Sabir MF, Bovik AC (2006) A statistical evaluation of recent full reference image quality assessment algorithms. IEEE Trans Image Process 15 (11):3440\u20133451","journal-title":"IEEE Trans Image Process"},{"key":"8465_CR55","unstructured":"Sheikh HR, Wang Z, Cormack L, Bovik AC (2005) Live image quality assessment database release 2"},{"issue":"5","key":"8465_CR56","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1016\/0167-8655(89)90037-8","volume":"10","author":"W Siedlecki","year":"1989","unstructured":"Siedlecki W, Sklansky J (1989) A note on genetic algorithms for large-scale feature selection. Pattern Recogn Lett 10(5):335\u2013347","journal-title":"Pattern Recogn Lett"},{"issue":"4","key":"8465_CR57","doi-asserted-by":"crossref","first-page":"1925","DOI":"10.12785\/amis\/080451","volume":"8","author":"T Sun","year":"2014","unstructured":"Sun T, Ding S, Xu X (2014) No-reference image quality assessment through sift intensity. Appl Math Info Sci 8(4):1925","journal-title":"Appl Math Info Sci"},{"issue":"5","key":"8465_CR58","doi-asserted-by":"crossref","first-page":"874","DOI":"10.1016\/j.jvcir.2014.01.008","volume":"25","author":"A Tanchenko","year":"2014","unstructured":"Tanchenko A (2014) Visual-psnr measure of image quality. J Vis Commun Image Represent 25(5):874\u2013878","journal-title":"J Vis Commun Image Represent"},{"key":"8465_CR59","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1016\/j.jvcir.2016.07.007","volume":"40","author":"L Tang","year":"2016","unstructured":"Tang L, Li L, Gu K, Sun X, Zhang J (2016) Blind quality index for camera images with natural scene statistics and patch-based sharpness assessment. J Vis Commun Image Represent 40:335\u2013344","journal-title":"J Vis Commun Image Represent"},{"issue":"4","key":"8465_CR60","doi-asserted-by":"crossref","first-page":"600","DOI":"10.1109\/TIP.2003.819861","volume":"13","author":"Z Wang","year":"2004","unstructured":"Wang Z, Bovik AC, Sheikh HR, Simoncelli EP (2004) Image quality assessment: from error visibility to structural similarity. IEEE Trans Image Process 13 (4):600\u2013612","journal-title":"IEEE Trans Image Process"},{"key":"8465_CR61","unstructured":"Wei D, Li Y No-reference image quality assessment based on sift feature points. International Journal of Simulation-Systems, Science & Technology 17 (17)"},{"key":"8465_CR62","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1016\/j.jvcir.2016.12.005","volume":"43","author":"Y Wen","year":"2017","unstructured":"Wen Y, Li Y, Zhang X, Shi W, Wang L, Chen J (2017) A weighted full-reference image quality assessment based on visual saliency. J Vis Commun Image Represent 43:119\u2013126","journal-title":"J Vis Commun Image Represent"},{"key":"8465_CR63","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1016\/j.image.2016.05.008","volume":"47","author":"J Wu","year":"2016","unstructured":"Wu J, Lin W, Fang Y, Li L, Shi G, Niwas I (2016) Visual structural degradation based reduced-reference image quality assessment. Signal Process Image Commun 47:16\u201327","journal-title":"Signal Process Image Commun"},{"key":"8465_CR64","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.ins.2016.02.043","volume":"351","author":"J Wu","year":"2016","unstructured":"Wu J, Lin W, Shi G, Li L, Fang Y (2016) Orientation selectivity based visual pattern for reduced-reference image quality assessment. Inf Sci 351:18\u201329","journal-title":"Inf Sci"},{"key":"8465_CR65","unstructured":"Wu J, Xia Z, Li H, Sun K, Gu K, Lu H (2017) No-reference image quality assessment with center-surround based natural scene statistics. Multimedia Tools and Applications: 1\u201321"},{"issue":"5","key":"8465_CR66","doi-asserted-by":"crossref","first-page":"2499","DOI":"10.1109\/TIP.2018.2799331","volume":"27","author":"Q Wu","year":"2018","unstructured":"Wu Q, Li H, Meng F, Ngan KN (2018) A perceptually weighted rank correlation indicator for objective image quality assessment. IEEE Trans Image Process 27(5):2499\u20132513","journal-title":"IEEE Trans Image Process"},{"issue":"11","key":"8465_CR67","doi-asserted-by":"crossref","first-page":"2490","DOI":"10.1109\/TMM.2017.2700206","volume":"19","author":"Q Wu","year":"2017","unstructured":"Wu Q, Li H, Wang Z, Meng F, Luo B, Li W, Ngan KN (2017) Blind image quality assessment based on rank-order regularized regression. IEEE Trans Multimedia 19(11):2490\u20132504","journal-title":"IEEE Trans Multimedia"},{"issue":"11","key":"8465_CR68","doi-asserted-by":"crossref","first-page":"4850","DOI":"10.1109\/TIP.2014.2355716","volume":"23","author":"W Xue","year":"2014","unstructured":"Xue W, Mou X, Zhang L, Bovik AC, Feng X (2014) Blind image quality assessment using joint statistics of gradient magnitude and Laplacian features. IEEE Trans Image Process 23(11):4850\u20134862","journal-title":"IEEE Trans Image Process"},{"issue":"18","key":"8465_CR69","doi-asserted-by":"crossref","first-page":"24185","DOI":"10.1007\/s11042-018-5740-z","volume":"77","author":"X Yang","year":"2018","unstructured":"Yang X, Sun Q, Wang T (2018) Image quality assessment improvement via local gray-scale fluctuation measurement. Multimedia Tools and Applications 77 (18):24185\u201324202","journal-title":"Multimedia Tools and Applications"},{"key":"8465_CR70","unstructured":"Ye P, Kumar J, Kang L, Doermann D (2012) Unsupervised feature learning framework for no-reference image quality assessment. In: 2012 IEEE conference on computer vision and pattern recognition (CVPR). IEEE, pp 1098\u20131105"},{"issue":"8","key":"8465_CR71","doi-asserted-by":"crossref","first-page":"2378","DOI":"10.1109\/TIP.2011.2109730","volume":"20","author":"L Zhang","year":"2011","unstructured":"Zhang L, Zhang L, Mou X, Zhang D (2011) Fsim: a feature similarity index for image quality assessment. IEEE Trans Image Process 20(8):2378\u20132386","journal-title":"IEEE Trans Image Process"},{"issue":"2","key":"8465_CR72","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1109\/LSP.2014.2326399","volume":"22","author":"M Zhang","year":"2015","unstructured":"Zhang M, Muramatsu C, Zhou X, Hara T, Fujita H (2015) Blind image quality assessment using the joint statistics of generalized local binary pattern. IEEE Signal Process Lett 22(2):207\u2013210","journal-title":"IEEE Signal Process Lett"},{"issue":"7","key":"8465_CR73","doi-asserted-by":"crossref","first-page":"725","DOI":"10.1016\/j.image.2014.05.004","volume":"29","author":"Y Zhang","year":"2014","unstructured":"Zhang Y, Moorthy AK, Chandler DM, Bovik AC (2014) C-diivine: No-reference image quality assessment based on local magnitude and phase statistics of natural scenes. Signal Process Image Commun 29(7):725\u2013747","journal-title":"Signal Process Image Commun"},{"key":"8465_CR74","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1016\/j.dsp.2016.05.012","volume":"57","author":"Y Zhang","year":"2016","unstructured":"Zhang Y, Wu J, Xie X, Li L, Shi G (2016) Blind image quality assessment with improved natural scene statistics model. Digital Signal Processing 57:56\u201365","journal-title":"Digital Signal Processing"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-019-08465-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-019-08465-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-019-08465-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,29]],"date-time":"2024-07-29T15:34:04Z","timestamp":1722267244000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-019-08465-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,1,2]]},"references-count":74,"journal-issue":{"issue":"11-12","published-print":{"date-parts":[[2020,3]]}},"alternative-id":["8465"],"URL":"https:\/\/doi.org\/10.1007\/s11042-019-08465-5","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,1,2]]},"assertion":[{"value":"13 March 2019","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 September 2019","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 November 2019","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 January 2020","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}