{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,27]],"date-time":"2026-01-27T23:51:13Z","timestamp":1769557873051,"version":"3.49.0"},"publisher-location":"Cham","reference-count":41,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031784460","type":"print"},{"value":"9783031784477","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T00:00:00Z","timestamp":1733184000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T00:00:00Z","timestamp":1733184000000},"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\/978-3-031-78447-7_13","type":"book-chapter","created":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T00:24:35Z","timestamp":1733185475000},"page":"187-203","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["BarBeR: A Barcode Benchmarking Repository"],"prefix":"10.1007","author":[{"given":"Enrico","family":"Vezzali","sequence":"first","affiliation":[]},{"given":"Federico","family":"Bolelli","sequence":"additional","affiliation":[]},{"given":"Stefano","family":"Santi","sequence":"additional","affiliation":[]},{"given":"Costantino","family":"Grana","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,12,3]]},"reference":[{"key":"13_CR1","unstructured":"Generate a large labelled dataset of barcodes from open food facts data (2018). https:\/\/github.com\/openfoodfacts\/openfoodfacts-ai\/issues\/15"},{"issue":"2","key":"13_CR2","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1109\/34.825756","volume":"22","author":"S Ando","year":"2000","unstructured":"Ando, S.: Image field categorization and edge\/corner detection from gradient covariance. IEEE Trans. Pattern Anal. Mach. Intell. 22(2), 179\u2013190 (2000)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"13_CR3","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1007\/s10044-017-0619-6","volume":"21","author":"P Bodn\u00e1r","year":"2018","unstructured":"Bodn\u00e1r, P., Gr\u00f3sz, T., T\u00f3th, L., Ny\u00fal, L.G.: Efficient visual code localization with neural networks. Pattern Anal. Appl. 21, 249\u2013260 (2018)","journal-title":"Pattern Anal. Appl."},{"key":"13_CR4","doi-asserted-by":"crossref","unstructured":"Chai, D., Hock, F.: Locating and decoding EAN-13 barcodes from images captured by digital cameras. In: 2005 5th International Conference on Information Communications & Signal Processing, pp. 1595\u20131599 (2005)","DOI":"10.1109\/ICICS.2005.1689328"},{"issue":"3","key":"13_CR5","doi-asserted-by":"publisher","first-page":"366","DOI":"10.1016\/0734-189X(83)90034-8","volume":"23","author":"SK Chang","year":"1983","unstructured":"Chang, S.K., Yang, C.C.: Picture information measures for similarity retrieval. Comput. Vis. Graph. Image Process. 23(3), 366\u2013375 (1983)","journal-title":"Comput. Vis. Graph. Image Process."},{"key":"13_CR6","doi-asserted-by":"crossref","unstructured":"Chou, T.H., Ho, C.S., Kuo, Y.F.: QR code detection using convolutional neural networks. In: International Conference on Advanced Robotics and Intelligent Systems (ARIS), pp.\u00a01\u20135 (2015)","DOI":"10.1109\/ARIS.2015.7158354"},{"key":"13_CR7","doi-asserted-by":"crossref","unstructured":"Do, T., Kim, D.: Quick browser: a unified model to detect and read simple object in real-time. In: 2021 International Joint Conference on Neural Networks (IJCNN), pp.\u00a01\u20138 (2021)","DOI":"10.1109\/IJCNN52387.2021.9533705"},{"key":"13_CR8","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1007\/s11554-013-0325-6","volume":"11","author":"M Dubsk\u00e1","year":"2016","unstructured":"Dubsk\u00e1, M., Herout, A., Havel, J.: Real-time precise detection of regular grids and matrix codes. J. Real-Time Image Proc. 11, 193\u2013200 (2016)","journal-title":"J. Real-Time Image Proc."},{"key":"13_CR9","unstructured":"Galamhos, C., Matas, J., Kittler, J.: Progressive probabilistic Hough transform for line detection. In: 1999 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol.\u00a01, pp. 554\u2013560 (1999)"},{"issue":"9","key":"13_CR10","doi-asserted-by":"publisher","first-page":"1834","DOI":"10.1109\/TPAMI.2010.229","volume":"33","author":"O Gallo","year":"2010","unstructured":"Gallo, O., Manduchi, R.: Reading 1D barcodes with mobile phones using deformable templates. IEEE Trans. Pattern Anal. Mach. Intell. 33(9), 1834\u20131843 (2010)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"13_CR11","doi-asserted-by":"crossref","unstructured":"Hansen, D.K., Nasrollahi, K., Rasmussen, C.B., Moeslund, T.B.: Real-time barcode detection and classification using deep learning. In: International Joint Conference on Computational Intelligence, pp. 321\u2013327 (2017)","DOI":"10.5220\/0006508203210327"},{"key":"13_CR12","doi-asserted-by":"crossref","unstructured":"Hu, H., Xu, W., Huang, Q.: A 2D barcode extraction method based on texture direction analysis. In: 2009 Fifth International Conference on Image and Graphics, pp. 759\u2013762 (2009)","DOI":"10.1109\/ICIG.2009.63"},{"key":"13_CR13","doi-asserted-by":"crossref","unstructured":"Jain, A.K., Chen, Y.: Bar code localization using texture analysis. In: Proceedings of 2nd International Conference on Document Analysis and Recognition (ICDAR 1993), pp. 41\u201344 (1993)","DOI":"10.1109\/ICDAR.1993.395786"},{"issue":"2","key":"13_CR14","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1109\/34.481543","volume":"18","author":"AK Jain","year":"1996","unstructured":"Jain, A.K., Karu, K.: Learning texture discrimination masks. IEEE Trans. Pattern Anal. Mach. Intell. 18(2), 195\u2013205 (1996)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"13_CR15","unstructured":"Jocher, G., Chaurasia, A., Qiu, J.: Ultralytics YOLOv8 (2023)"},{"issue":"22","key":"13_CR16","doi-asserted-by":"publisher","first-page":"8788","DOI":"10.3390\/s22228788","volume":"22","author":"T Kamnardsiri","year":"2022","unstructured":"Kamnardsiri, T., Charoenkwan, P., Malang, C., Wudhikarn, R.: 1D barcode detection: novel benchmark datasets and comprehensive comparison of deep convolutional neural network approaches. Sensors 22(22), 8788 (2022)","journal-title":"Sensors"},{"key":"13_CR17","unstructured":"Kapsambelis, C.: Bar codes aren\u2019t going away! (2005)"},{"key":"13_CR18","doi-asserted-by":"crossref","unstructured":"Klimek, G., Vamossy, Z.: QR code detection using parallel lines. In: 2013 IEEE 14th International Symposium on Computational Intelligence and Informatics (CINTI), pp. 477\u2013481 (2013)","DOI":"10.1109\/CINTI.2013.6705244"},{"issue":"2","key":"13_CR19","doi-asserted-by":"publisher","first-page":"790","DOI":"10.3390\/su14020790","volume":"14","author":"J Kub\u00e1\u0148ov\u00e1","year":"2022","unstructured":"Kub\u00e1\u0148ov\u00e1, J., Kubas\u00e1kov\u00e1, I., \u010cul\u00edk, K., \u0160t\u00edtik, L.: Implementation of barcode technology to logistics processes of a company. Sustainability 14(2), 790 (2022)","journal-title":"Sustainability"},{"key":"13_CR20","doi-asserted-by":"crossref","unstructured":"Li, J., Zhao, Q., Tan, X., Luo, Z., Tang, Z.: Using deep ConvNet for robust 1D barcode detection. In: Advances in Intelligent Systems and Interactive Applications: Proceedings of the 2nd International Conference on Intelligent and Interactive Systems and Applications (IISA 2017), pp. 261\u2013267 (2018)","DOI":"10.1007\/978-3-319-69096-4_36"},{"key":"13_CR21","doi-asserted-by":"crossref","unstructured":"Lin, T.Y., Goyal, P., Girshick, R., He, K., Doll\u00e1r, P.: Focal loss for dense object detection. In: Proceedings of the IEEE International Conference on Computer Vision, pp. 2980\u20132988 (2017)","DOI":"10.1109\/ICCV.2017.324"},{"key":"13_CR22","doi-asserted-by":"crossref","unstructured":"Lin, T.Y., et\u00a0al.: Microsoft COCO: common objects in context. In: Computer Vision\u2013ECCV 2014: 13th European Conference, Zurich, Switzerland, 6\u201312 September 2014, Proceedings, Part V 13, pp. 740\u2013755 (2014)","DOI":"10.1007\/978-3-319-10602-1_48"},{"key":"13_CR23","unstructured":"Lv, W., et\u00a0al.: DETRs beat YOLOs on real-time object detection. In: 2024 IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2024)"},{"key":"13_CR24","unstructured":"McCathie, L.: The advantages and disadvantages of barcodes and radio frequency identification in supply chain management. Ph.D. thesis, School of Information Technology and Computer Science (2004)"},{"key":"13_CR25","doi-asserted-by":"crossref","unstructured":"Melek, C.G., et\u00a0al.: Datasets and methods of product recognition on grocery shelf images using computer vision and machine learning approaches: an exhaustive literature review. Eng. Appl. Artif. Intell. 133 (2024)","DOI":"10.1016\/j.engappai.2024.108452"},{"key":"13_CR26","doi-asserted-by":"crossref","unstructured":"Muniz, R., Junco, L., Otero, A.: A robust software barcode reader using the Hough transform. In: Proceedings 1999 International Conference on Information Intelligence and Systems (Cat. No. PR00446), pp. 313\u2013319 (1999)","DOI":"10.1109\/ICIIS.1999.810282"},{"key":"13_CR27","doi-asserted-by":"crossref","unstructured":"Ottaviani, E., et\u00a0al.: A common image processing framework for 2D barcode reading. In: 1999 Seventh International Conference on Image Processing and Its Applications (Conf. Publ. No. 465), vol.\u00a02, pp. 652\u2013655 (1999)","DOI":"10.1049\/cp:19990404"},{"key":"13_CR28","unstructured":"Ren, S., He, K., Girshick, R., Sun, J.: Faster R-CNN: towards real-time object detection with region proposal networks. In: Advances in Neural Information Processing Systems 28 (2015)"},{"key":"13_CR29","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.106318","volume":"123","author":"A Soliman","year":"2023","unstructured":"Soliman, A., et al.: AI-based UAV navigation framework with digital twin technology for mobile target visitation. Eng. Appl. Artif. Intell. 123, 106318 (2023)","journal-title":"Eng. Appl. Artif. Intell."},{"key":"13_CR30","doi-asserted-by":"crossref","unstructured":"S\u00f6r\u00f6s, G., Fl\u00f6rkemeier, C.: Blur-resistant joint 1D and 2D barcode localization for smartphones. In: Proceedings of the 12th International Conference on Mobile and Ubiquitous Multimedia, pp.\u00a01\u20138 (2013)","DOI":"10.1145\/2541831.2541844"},{"key":"13_CR31","doi-asserted-by":"crossref","unstructured":"Szentandr\u00e1si, I., Herout, A., Dubsk\u00e1, M.: Fast detection and recognition of QR codes in high-resolution images. In: Proceedings of the 28th Spring Conference on Computer Graphics, pp. 129\u2013136 (2012)","DOI":"10.1145\/2448531.2448548"},{"key":"13_CR32","doi-asserted-by":"crossref","unstructured":"Taveerad, N., Vongpradhip, S.: Development of color QR code for increasing capacity. In: 2015 11th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), pp. 645\u2013648 (2015)","DOI":"10.1109\/SITIS.2015.42"},{"key":"13_CR33","unstructured":"Mate, V.S., Mutreja, S.: Barcode reader market size, share, competitive landscape and trend analysis report by type, by application: global opportunity analysis and industry forecast, 2023\u20132032 (2023)"},{"key":"13_CR34","doi-asserted-by":"crossref","unstructured":"Viard-Gaudin, C., Normand, N., Barba, D.: A bar code location algorithm using a two-dimensional approach. In: Proceedings of 2nd International Conference on Document Analysis and Recognition (ICDAR 1993), pp. 45\u201348 (1993)","DOI":"10.1109\/ICDAR.1993.395785"},{"key":"13_CR35","doi-asserted-by":"crossref","unstructured":"Wachenfeld, S., Terlunen, S., Jiang, X.: Robust recognition of 1-D barcodes using camera phones. In: 2008 19th International Conference on Pattern Recognition, pp.\u00a01\u20134 (2008)","DOI":"10.1109\/ICPR.2008.4761085"},{"key":"13_CR36","doi-asserted-by":"crossref","unstructured":"Weng, D., Yang, L.: Design and implementation of barcode management information system. In: Information Engineering and Applications: International Conference on Information Engineering and Applications, pp. 1200\u20131207 (2012)","DOI":"10.1007\/978-1-4471-2386-6_158"},{"key":"13_CR37","doi-asserted-by":"publisher","first-page":"8049","DOI":"10.1109\/ACCESS.2022.3143033","volume":"10","author":"R Wudhikarn","year":"2022","unstructured":"Wudhikarn, R., Charoenkwan, P., Malang, K.: Deep learning in barcode recognition: a systematic literature review. IEEE Access 10, 8049\u20138072 (2022)","journal-title":"IEEE Access"},{"key":"13_CR38","doi-asserted-by":"crossref","unstructured":"Yun, I., Kim, J.: Vision-based 1D barcode localization method for scale and rotation invariant. In: TENCON - IEEE Region 10 Conference, pp. 2204\u20132208 (2017)","DOI":"10.1109\/TENCON.2017.8228227"},{"key":"13_CR39","doi-asserted-by":"crossref","unstructured":"Zamberletti, A., et\u00a0al.: Neural image restoration for decoding 1-D barcodes using common camera phones. In: VISAPP (1), pp. 5\u201311 (2010)","DOI":"10.5220\/0002811600050011"},{"key":"13_CR40","doi-asserted-by":"crossref","unstructured":"Zamberletti, A., et\u00a0al.: Robust angle invariant 1D barcode detection. In: 2013 2nd IAPR Asian Conference on Pattern Recognition, pp. 160\u2013164 (2013)","DOI":"10.1109\/ACPR.2013.17"},{"key":"13_CR41","doi-asserted-by":"crossref","unstructured":"Zharkov, A., Zagaynov, I.: Universal barcode detector via semantic segmentation. In: 2019 International Conference on Document Analysis and Recognition (ICDAR), pp. 837\u2013843 (2019)","DOI":"10.1109\/ICDAR.2019.00139"}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-78447-7_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T01:06:06Z","timestamp":1733187966000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-78447-7_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,3]]},"ISBN":["9783031784460","9783031784477"],"references-count":41,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-78447-7_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12,3]]},"assertion":[{"value":"3 December 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICPR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Pattern Recognition","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Kolkata","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"India","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":"1 December 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 December 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icpr2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/icpr2024.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}