{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,14]],"date-time":"2026-05-14T22:33:06Z","timestamp":1778797986264,"version":"3.51.4"},"publisher-location":"Cham","reference-count":44,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031729485","type":"print"},{"value":"9783031729492","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,10,31]],"date-time":"2024-10-31T00:00:00Z","timestamp":1730332800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,10,31]],"date-time":"2024-10-31T00:00:00Z","timestamp":1730332800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-72949-2_11","type":"book-chapter","created":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T15:22:17Z","timestamp":1730301737000},"page":"179-195","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Learning-based Axial Video Motion Magnification"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4187-7944","authenticated-orcid":false,"given":"Kwon","family":"Byung-Ki","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0002-1511-7482","authenticated-orcid":false,"given":"Oh","family":"Hyun-Bin","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7570-6508","authenticated-orcid":false,"given":"Kim","family":"Jun-Seong","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0005-3723-3451","authenticated-orcid":false,"given":"Hyunwoo","family":"Ha","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0468-1571","authenticated-orcid":false,"given":"Tae-Hyun","family":"Oh","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,10,31]]},"reference":[{"key":"11_CR1","doi-asserted-by":"crossref","unstructured":"Balakrishnan, G., Durand, F., Guttag, J.: Detecting pulse from head motions in video. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 3430\u20133437 (2013)","DOI":"10.1109\/CVPR.2013.440"},{"issue":"6","key":"11_CR2","doi-asserted-by":"publisher","first-page":"495","DOI":"10.1038\/s42256-021-00326-x","volume":"3","author":"B Brattoli","year":"2021","unstructured":"Brattoli, B., et al.: Unsupervised behaviour analysis and magnification (UBAM) using deep learning. Nat. Mach. Intell. 3(6), 495\u2013506 (2021)","journal-title":"Nat. Mach. Intell."},{"issue":"2","key":"11_CR3","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.126.025503","volume":"126","author":"N Brodnik","year":"2021","unstructured":"Brodnik, N., et al.: Fracture diodes: directional asymmetry of fracture toughness. Phys. Rev. Lett. 126(2), 025503 (2021)","journal-title":"Phys. Rev. Lett."},{"key":"11_CR4","doi-asserted-by":"publisher","first-page":"300","DOI":"10.1016\/j.engstruct.2016.11.038","volume":"132","author":"YJ Cha","year":"2017","unstructured":"Cha, Y.J., Chen, J.G., B\u00fcy\u00fck\u00f6zt\u00fcrk, O.: Output-only computer vision based damage detection using phase-based optical flow and unscented Kalman filters. Eng. Struct. 132, 300\u2013313 (2017)","journal-title":"Eng. Struct."},{"issue":"3","key":"11_CR5","doi-asserted-by":"publisher","first-page":"B4016013","DOI":"10.1061\/(ASCE)IS.1943-555X.0000348","volume":"23","author":"JG Chen","year":"2017","unstructured":"Chen, J.G., Davis, A., Wadhwa, N., Durand, F., Freeman, W.T., B\u00fcy\u00fck\u00f6zt\u00fcrk, O.: Video camera-based vibration measurement for civil infrastructure applications. J. Infrastruct. Syst. 23(3), B4016013 (2017)","journal-title":"J. Infrastruct. Syst."},{"key":"11_CR6","series-title":"Conference Proceedings of the Society for Experimental Mechanics Series","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1007\/978-3-319-04753-9_19","volume-title":"Topics in Modal Analysis I, Volume 7","author":"JG Chen","year":"2014","unstructured":"Chen, J.G., Wadhwa, N., Cha, Y.-J., Durand, F., Freeman, W.T., Buyukozturk, O.: Structural modal identification through high speed camera video: motion magnification. In: De Clerck, J. (ed.) Topics in Modal Analysis I, Volume 7. CPSEMS, pp. 191\u2013197. Springer, Cham (2014). https:\/\/doi.org\/10.1007\/978-3-319-04753-9_19"},{"key":"11_CR7","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1016\/j.jsv.2015.01.024","volume":"345","author":"JG Chen","year":"2015","unstructured":"Chen, J.G., Wadhwa, N., Cha, Y.J., Durand, F., Freeman, W.T., Buyukozturk, O.: Modal identification of simple structures with high-speed video using motion magnification. J. Sound Vib. 345, 58\u201371 (2015)","journal-title":"J. Sound Vib."},{"key":"11_CR8","series-title":"Conference Proceedings of the Society for Experimental Mechanics Series","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1007\/978-3-319-15248-6_5","volume-title":"Dynamics of Civil Structures, Volume 2","author":"JG Chen","year":"2015","unstructured":"Chen, J.G., Wadhwa, N., Durand, F., Freeman, W.T., Buyukozturk, O.: Developments with motion magnification for structural modal identification through camera video. In: Caicedo, J., Pakzad, S. (eds.) Dynamics of Civil Structures, Volume 2. CPSEMS, pp. 49\u201357. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-15248-6_5"},{"key":"11_CR9","doi-asserted-by":"crossref","unstructured":"Davis, A., Rubinstein, M., Wadhwa, N., Mysore, G.J., Durand, F., Freeman, W.T.: The visual microphone: passive recovery of sound from video. ACM Trans. Graph. (SIGGRAPH) (2014)","DOI":"10.1145\/2601097.2601119"},{"issue":"2","key":"11_CR10","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1007\/s11263-009-0275-4","volume":"88","author":"M Everingham","year":"2010","unstructured":"Everingham, M., Van Gool, L., Williams, C.K., Winn, J., Zisserman, A.: The pascal visual object classes (VOC) challenge. Int. J. Comput. Vis. 88(2), 303\u2013338 (2010)","journal-title":"Int. J. Comput. Vis."},{"issue":"2","key":"11_CR11","doi-asserted-by":"publisher","first-page":"1567","DOI":"10.1109\/LRA.2021.3058906","volume":"6","author":"W Fan","year":"2021","unstructured":"Fan, W., et al.: Robotically surgical vessel localization using robust hybrid video motion magnification. IEEE Robot. Autom. Lett. 6(2), 1567\u20131573 (2021)","journal-title":"IEEE Robot. Autom. Lett."},{"issue":"4","key":"11_CR12","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1145\/127719.122721","volume":"25","author":"WT Freeman","year":"1991","unstructured":"Freeman, W.T., Adelson, E.H., Heeger, D.J.: Motion without movement. ACM SIGGRAPH 25(4), 27\u201330 (1991)","journal-title":"ACM SIGGRAPH"},{"issue":"9","key":"11_CR13","doi-asserted-by":"publisher","first-page":"891","DOI":"10.1109\/34.93808","volume":"13","author":"WT Freeman","year":"1991","unstructured":"Freeman, W.T., Adelson, E.H., et al.: The design and use of steerable filters. IEEE Trans. Pattern Anal. Mach. Intell. 13(9), 891\u2013906 (1991)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"11_CR14","doi-asserted-by":"crossref","unstructured":"Ghiasi, G., et al.: Simple copy-paste is a strong data augmentation method for instance segmentation. In: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, pp. 2918\u20132928 (2021)","DOI":"10.1109\/CVPR46437.2021.00294"},{"key":"11_CR15","unstructured":"Ha, H., et al.: Revisiting learning-based video motion magnification for real-time processing (2024)"},{"key":"11_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"353","DOI":"10.1007\/978-3-030-59716-0_34","volume-title":"Medical Image Computing and Computer Assisted Intervention \u2013 MICCAI 2020","author":"M Janatka","year":"2020","unstructured":"Janatka, M., Marcus, H.J., Dorward, N.L., Stoyanov, D.: Surgical video motion magnification with suppression of instrument artefacts. In: Martel, A.L., et al. (eds.) MICCAI 2020. LNCS, vol. 12263, pp. 353\u2013363. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-59716-0_34"},{"key":"11_CR17","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2023.110493","volume":"269","author":"R Lado-Roig\u00e9","year":"2023","unstructured":"Lado-Roig\u00e9, R., P\u00e9rez, M.A.: STB-VMM: swin transformer based video motion magnification. Knowl.-Based Syst. 269, 110493 (2023)","journal-title":"Knowl.-Based Syst."},{"key":"11_CR18","doi-asserted-by":"crossref","unstructured":"Li, B., et al.: Computational discovery of microstructured composites with optimal stiffness-toughness trade-offs. Sci. Adv. 10(5) (2024)","DOI":"10.1126\/sciadv.adk4284"},{"key":"11_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"740","DOI":"10.1007\/978-3-319-10602-1_48","volume-title":"Computer Vision \u2013 ECCV 2014","author":"T-Y Lin","year":"2014","unstructured":"Lin, T.-Y., et al.: Microsoft COCO: common objects in context. In: Fleet, D., Pajdla, T., Schiele, B., Tuytelaars, T. (eds.) ECCV 2014. LNCS, vol. 8693, pp. 740\u2013755. Springer, Cham (2014). https:\/\/doi.org\/10.1007\/978-3-319-10602-1_48"},{"issue":"3","key":"11_CR20","doi-asserted-by":"publisher","first-page":"519","DOI":"10.1145\/1073204.1073223","volume":"24","author":"C Liu","year":"2005","unstructured":"Liu, C., Torralba, A., Freeman, W.T., Durand, F., Adelson, E.H.: Motion magnification. ACM Trans. Graph. (TOG) 24(3), 519\u2013526 (2005)","journal-title":"ACM Trans. Graph. (TOG)"},{"key":"11_CR21","unstructured":"Lucas, B.D., Kanade, T.: An iterative image registration technique with an application to stereo vision. In: IJCAI 1981: 7th International Joint Conference on Artificial Intelligence, vol.\u00a02, pp. 674\u2013679 (1981)"},{"key":"11_CR22","first-page":"1","volume":"2021","author":"Y Luo","year":"2021","unstructured":"Luo, Y., Zhang, W., Fan, Y., Han, Y., Li, W., Acheaw, E.: Analysis of vibration characteristics of centrifugal pump mechanical seal under wear and damage degree. Shock. Vib. 2021, 1\u20139 (2021)","journal-title":"Shock. Vib."},{"issue":"4","key":"11_CR23","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1109\/MIM.2020.9126072","volume":"23","author":"E Moya-Albor","year":"2020","unstructured":"Moya-Albor, E., Brieva, J., Ponce, H., Mart\u00ednez-Villase\u00f1or, L.: A non-contact heart rate estimation method using video magnification and neural networks. IEEE Instrum. Measur. Mag. 23(4), 56\u201362 (2020)","journal-title":"IEEE Instrum. Measur. Mag."},{"key":"11_CR24","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"663","DOI":"10.1007\/978-3-030-01225-0_39","volume-title":"Computer Vision \u2013 ECCV 2018","author":"T-H Oh","year":"2018","unstructured":"Oh, T.-H., et al.: Learning-based video motion magnification. In: Ferrari, V., Hebert, M., Sminchisescu, C., Weiss, Y. (eds.) ECCV 2018. LNCS, vol. 11208, pp. 663\u2013679. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-030-01225-0_39"},{"issue":"3","key":"11_CR25","doi-asserted-by":"publisher","first-page":"327","DOI":"10.1006\/jsvi.1996.0717","volume":"200","author":"G Oliveto","year":"1997","unstructured":"Oliveto, G., Santini, A., Tripodi, E.: Complex modal analysis of a flexural vibrating beam with viscous end conditions. J. Sound Vib. 200(3), 327\u2013345 (1997)","journal-title":"J. Sound Vib."},{"key":"11_CR26","unstructured":"Pan, Z., Geng, D., Owens, A.: Self-supervised motion magnification by backpropagating through optical flow. In: Advances in Neural Information Processing Systems, vol. 36 (2024)"},{"issue":"12","key":"11_CR27","doi-asserted-by":"publisher","DOI":"10.1002\/stc.2259","volume":"25","author":"Q Qiu","year":"2018","unstructured":"Qiu, Q., Lau, D.: Defect detection in FRP-bonded structural system via phase-based motion magnification technique. Struct. Control Health Monit. 25(12), e2259 (2018)","journal-title":"Struct. Control Health Monit."},{"key":"11_CR28","doi-asserted-by":"publisher","first-page":"300","DOI":"10.1016\/j.jsv.2018.01.050","volume":"421","author":"A Sarrafi","year":"2018","unstructured":"Sarrafi, A., Mao, Z., Niezrecki, C., Poozesh, P.: Vibration-based damage detection in wind turbine blades using phase-based motion estimation and motion magnification. J. Sound Vib. 421, 300\u2013318 (2018)","journal-title":"J. Sound Vib."},{"key":"11_CR29","doi-asserted-by":"crossref","unstructured":"Simoncelli, E.P., Freeman, W.T.: The steerable pyramid: a flexible architecture for multi-scale derivative computation. In: Proceedings of International Conference on Image Processing, vol.\u00a03, pp. 444\u2013447. IEEE (1995)","DOI":"10.1109\/ICIP.1995.537667"},{"issue":"2","key":"11_CR30","doi-asserted-by":"publisher","first-page":"587","DOI":"10.1109\/18.119725","volume":"38","author":"EP Simoncelli","year":"1992","unstructured":"Simoncelli, E.P., Freeman, W.T., Adelson, E.H., Heeger, D.J.: Shiftable multiscale transforms. IEEE Trans. Inf. Theory 38(2), 587\u2013607 (1992)","journal-title":"IEEE Trans. Inf. Theory"},{"key":"11_CR31","doi-asserted-by":"crossref","unstructured":"Singh, J., Murala, S., Kosuru, G.: Multi domain learning for motion magnification. In: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, pp. 13914\u201313923 (2023)","DOI":"10.1109\/CVPR52729.2023.01337"},{"issue":"19","key":"11_CR32","doi-asserted-by":"publisher","first-page":"6572","DOI":"10.3390\/s21196572","volume":"21","author":"M \u015amieja","year":"2021","unstructured":"\u015amieja, M., Mamala, J., Pra\u017cnowski, K., Ciepli\u0144ski, T., Szumilas, \u0141: Motion magnification of vibration image in estimation of technical object condition-review. Sensors 21(19), 6572 (2021)","journal-title":"Sensors"},{"key":"11_CR33","doi-asserted-by":"crossref","unstructured":"Takeda, S., Akagi, Y., Okami, K., Isogai, M., Kimata, H.: Video magnification in the wild using fractional anisotropy in temporal distribution. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (2019)","DOI":"10.1109\/CVPR.2019.00171"},{"issue":"10","key":"11_CR34","doi-asserted-by":"publisher","first-page":"2036","DOI":"10.1587\/transinf.2020PCP0006","volume":"103","author":"S Takeda","year":"2020","unstructured":"Takeda, S., Isogai, M., Shimizu, S., Kimata, H.: Local riesz pyramid for faster phase-based video magnification. IEICE Trans. Inf. Syst. 103(10), 2036\u20132046 (2020)","journal-title":"IEICE Trans. Inf. Syst."},{"key":"11_CR35","doi-asserted-by":"crossref","unstructured":"Takeda, S., Niwa, K., Isogawa, M., Shimizu, S., Okami, K., Aono, Y.: Bilateral video magnification filter. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (2022)","DOI":"10.1109\/CVPR52688.2022.01685"},{"key":"11_CR36","doi-asserted-by":"crossref","unstructured":"Takeda, S., Okami, K., Mikami, D., Isogai, M., Kimata, H.: Jerk-aware video acceleration magnification. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (2018)","DOI":"10.1109\/CVPR.2018.00190"},{"issue":"6","key":"11_CR37","doi-asserted-by":"publisher","first-page":"490","DOI":"10.1016\/j.compositesb.2006.02.012","volume":"37","author":"M Tilbrook","year":"2006","unstructured":"Tilbrook, M., Rozenburg, K., Steffler, E., Rutgers, L., Hoffman, M.: Crack propagation paths in layered, graded composites. Compos. B Eng. 37(6), 490\u2013498 (2006)","journal-title":"Compos. B Eng."},{"key":"11_CR38","doi-asserted-by":"publisher","first-page":"1846","DOI":"10.1016\/j.mspro.2014.07.492","volume":"5","author":"K Vernekar","year":"2014","unstructured":"Vernekar, K., Kumar, H., Gangadharan, K.: Gear fault detection using vibration analysis and continuous wavelet transform. Procedia Mater. Sci. 5, 1846\u20131852 (2014)","journal-title":"Procedia Mater. Sci."},{"issue":"4","key":"11_CR39","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2461912.2461966","volume":"32","author":"N Wadhwa","year":"2013","unstructured":"Wadhwa, N., Rubinstein, M., Durand, F., Freeman, W.T.: Phase-based video motion processing. ACM Trans. Graph. (TOG) 32(4), 1\u201310 (2013)","journal-title":"ACM Trans. Graph. (TOG)"},{"key":"11_CR40","doi-asserted-by":"crossref","unstructured":"Wadhwa, N., Rubinstein, M., Durand, F., Freeman, W.T.: Riesz pyramids for fast phase-based video magnification. In: IEEE International Conference on Computational Photography (ICCP). IEEE (2014)","DOI":"10.1109\/ICCPHOT.2014.6831820"},{"issue":"4","key":"11_CR41","doi-asserted-by":"publisher","first-page":"600","DOI":"10.1109\/TIP.2003.819861","volume":"13","author":"Z Wang","year":"2004","unstructured":"Wang, Z., Bovik, A.C., Sheikh, H.R., Simoncelli, E.P.: Image quality assessment: from error visibility to structural similarity. IEEE Trans. Image Process. 13(4), 600\u2013612 (2004)","journal-title":"IEEE Trans. Image Process."},{"issue":"4","key":"11_CR42","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2185520.2185561","volume":"31","author":"HY Wu","year":"2012","unstructured":"Wu, H.Y., Rubinstein, M., Shih, E., Guttag, J., Durand, F., Freeman, W.: Eulerian video magnification for revealing subtle changes in the world. ACM Trans. Graph. (TOG) 31(4), 1\u20138 (2012)","journal-title":"ACM Trans. Graph. (TOG)"},{"issue":"4","key":"11_CR43","doi-asserted-by":"publisher","first-page":"735","DOI":"10.1016\/j.eswa.2004.12.030","volume":"28","author":"BS Yang","year":"2005","unstructured":"Yang, B.S., Lim, D.S., Tan, A.C.C.: Vibex: an expert system for vibration fault diagnosis of rotating machinery using decision tree and decision table. Expert Syst. Appl. 28(4), 735\u2013742 (2005)","journal-title":"Expert Syst. Appl."},{"key":"11_CR44","doi-asserted-by":"crossref","unstructured":"Zhang, Y., Pintea, S.L., Van\u00a0Gemert, J.C.: Video acceleration magnification. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (2017)","DOI":"10.1109\/CVPR.2017.61"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ECCV 2024"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-72949-2_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T15:42:30Z","timestamp":1730302950000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-72949-2_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,31]]},"ISBN":["9783031729485","9783031729492"],"references-count":44,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-72949-2_11","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,10,31]]},"assertion":[{"value":"31 October 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ECCV","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"European Conference on Computer Vision","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Milan","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 September 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 October 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"eccv2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/eccv2024.ecva.net\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}