{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,11,19]],"date-time":"2024-11-19T19:00:15Z","timestamp":1732042815089,"version":"3.28.0"},"reference-count":57,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,5,23]],"date-time":"2023-05-23T00:00:00Z","timestamp":1684800000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,5,23]],"date-time":"2023-05-23T00:00:00Z","timestamp":1684800000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,5,23]]},"DOI":"10.1109\/saci58269.2023.10158661","type":"proceedings-article","created":{"date-parts":[[2023,6,27]],"date-time":"2023-06-27T17:26:49Z","timestamp":1687886809000},"page":"739-744","source":"Crossref","is-referenced-by-count":1,"title":["Colorectal Polyp Localization: From Image Restoration to Real-time Detection with Deep Learning"],"prefix":"10.1109","author":[{"given":"Mahsa Dehghan","family":"Manshadi","sequence":"first","affiliation":[{"name":"K.N. Toosi University of Technology,Department of Mechanical Engineering,Tehran,Iran"}]},{"given":"Milad","family":"Mousavi","sequence":"additional","affiliation":[{"name":"K.N. Toosi University of Technology,Department of Mechanical Engineering,Tehran,Iran"}]},{"given":"Arian","family":"Golzarian","sequence":"additional","affiliation":[{"name":"K.N. Toosi University of Technology,Department of Mechanical Engineering,Tehran,Iran"}]},{"given":"Madjid","family":"Soltani","sequence":"additional","affiliation":[{"name":"University of Waterloo,Department of Electrical and Computer Engineering,Ontario,Canada"}]},{"given":"Amir","family":"Mosavi","sequence":"additional","affiliation":[{"name":"Obuda University,John von Neumann Faculty of Informatics,Budapest,Hungary"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"crossref","first-page":"594","DOI":"10.5946\/ce.2021.229","article-title":"Preparation of image databases for artificial intelligence algorithm development in gastrointestinal endoscopy","volume":"55","author":"cb","year":"2022","journal-title":"Clin Endos"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/5985031"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1117\/12.2293755"},{"key":"ref56","first-page":"147","article-title":"Closed-loop inverse kinematics algorithm with implicit numerical integration","volume":"14","author":"drexler","year":"2017","journal-title":"Acta Polytechnica Hungarica"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2872717"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2020.101900"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/2805607"},{"key":"ref52","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1007\/978-3-319-46448-0_2","article-title":"Ssd: Single shot multibox detector","author":"liu","year":"2016","journal-title":"European Conference on Computer Vision 2016"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-022-00733-3"},{"key":"ref55","first-page":"11","article-title":"Potential benefits of discrete-time controllerbased treatments over protocol-based cancer therapies","volume":"14","author":"s\u00e1pi","year":"2017","journal-title":"Acta Polytechnica Hungarica"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"3707","DOI":"10.3390\/cancers14153707","article-title":"Deep Neural Network Models for Colon Cancer Screening","volume":"14","author":"ms","year":"2022","journal-title":"Cancers"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2022.102359"},{"key":"ref17","article-title":"Feature pyramid networks for object detection","author":"t-y","year":"2017","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition"},{"key":"ref16","first-page":"28","article-title":"Faster r-cnn: Towards real-time object detection with region proposal networks","author":"ren","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref19","article-title":"Endoscopic artefact detection with ensemble of deep neural networks and false positive elimination","author":"polat","year":"2020","journal-title":"EndoCV ISBI"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1049\/cje.2019.03.005"},{"key":"ref50","doi-asserted-by":"crossref","first-page":"106531","DOI":"10.1016\/j.compeleceng.2019.106531","article-title":"Application of DL for autonomous detection and localization of colorectal polyps in wireless colon capsule endoscopy","volume":"81","author":"es","year":"2020","journal-title":"Computers & Electrical Engineering"},{"key":"ref46","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1016\/j.patrec.2019.12.024","article-title":"Gastrointestinal diseases segmentation and classification based on duo-deep architectures","volume":"131","author":"ma","year":"2020","journal-title":"Pattern Recognition Letters"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.gie.2020.05.027"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICCC54389.2021.9674267"},{"key":"ref42","article-title":"YOLOv7: Trainable bag-offreebies sets new state-of-the-art for real-time object detectors","author":"cy","year":"2022","journal-title":"arXiv preprint arXiv 2207 02696"},{"article-title":"You Only Look Once: Unified, Real-Time Object Detection","year":"2022","author":"redmon","key":"ref41"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/s11063-018-9871-z"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1004\/1\/012029"},{"key":"ref49","first-page":"91","article-title":"Region-Based Convolutional Neural Network for Polyp Detection and Segmentation","author":"ha","year":"2021","journal-title":"Computer-Aided Analysis of Gastrointestinal Videos"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"2531","DOI":"10.3748\/wjg.v27.i20.2531","article-title":"DL for diagnosis of precancerous lesions in upper gastrointestinal endoscopy: a review","volume":"27","author":"yan","year":"2021","journal-title":"World Journal of Gastroenterology"},{"key":"ref7","doi-asserted-by":"crossref","DOI":"10.1109\/ICIP.2018.8451699","article-title":"Adaptive specular reflection detection and inpainting in colonoscopy video frames","author":"akbari","year":"2018","journal-title":"2018 25th IEEE International Conference on Image Processing (ICIP)"},{"key":"ref9","first-page":"1","article-title":"A systematic review on application of DL in digestive system image processing","author":"zhuang","year":"2021","journal-title":"The Visual Computer"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"844","DOI":"10.1053\/j.gastro.2012.06.001","article-title":"Guidelines for colonoscopy surveillance after screening and polypectomy: a consensus update by the US Multi-Society Task Force on Colorectal Cancer","volume":"143","author":"da","year":"2012","journal-title":"Gastroenterology"},{"key":"ref3","article-title":"Chemokines in colon cancer progression","author":"s-n","year":"2022","journal-title":"Seminars in Cancer Biology"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"629","DOI":"10.2214\/AJR.16.17719","article-title":"Systemic error in radiology","volume":"209","author":"waite","year":"2017","journal-title":"American Journal of Roentgenology"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"1216","DOI":"10.1097\/DCR.0b013e318228f8a9","article-title":"Individuals with sessile serrated polyps express an aggressive colorectal phenotype","volume":"54","author":"ht","year":"2011","journal-title":"Diseases of the Colon & Rectum"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2020.3036005"},{"journal-title":"2020 - International conference of pattern recognition","year":"2020","key":"ref35"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-37734-2_37"},{"key":"ref37","article-title":"NeoUNet: Towards Accurate Colon Polyp Segmentation and Neoplasm Detection","volume":"13018","author":"lan","year":"2021","journal-title":"In Advances in Visual Computing ISVC (2021)Lecture Notes in Computer Science"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3168693"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00853"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00854"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00577"},{"key":"ref32","first-page":"107","article-title":"Globally andlocally consistent image completion","volume":"36","author":"iizuka","year":"0","journal-title":"ACM Transactions onGraphics (Proc of SIGGRAPH 2017)"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1201\/b16389-4"},{"key":"ref1","first-page":"57","article-title":"Early detection of cancer: past, present, and future","volume":"35","author":"jd","year":"2015","journal-title":"Am Soc Clin Oncol Educ Book"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.gie.2020.07.060"},{"key":"ref38","article-title":"East, Assessing generalisability of DL-based polyp detection and segmentation methods through a computer vision challenge","author":"ali","year":"0","journal-title":"arXiv 2022 arXiv 2202 12031"},{"key":"ref24","article-title":"A u-net++ with pre-trained efficientnet backbone for segmentation of diseases and artifacts in endoscopy images and videos","author":"le duy huynh","year":"2020","journal-title":"CEUR Workshop Proceedings"},{"key":"ref23","article-title":"Algorithms for rendering in artistic styles","author":"hertzmann","year":"2001","journal-title":"CiteSeer"},{"key":"ref26","article-title":"Image quality assessment for endoscopy applications","author":"nishitha","year":"2021","journal-title":"2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA)"},{"key":"ref25","article-title":"Exploring DL Based Approaches for Endoscopic Artefact Detection and Segmentation","author":"subramanian","year":"2020","journal-title":"EndoCV ISBI"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2015.12.003"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1016\/j.cviu.2017.05.011","article-title":"Towards an automatic correction of over-exposure in photographs: Application to tone-mapping","volume":"168","author":"ma","year":"2018","journal-title":"Computer Vision and Image Understanding"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2015.09.021"},{"key":"ref28","article-title":"Nips 2016 tutorial: Generative adversarial networks","author":"goodfellow","year":"2016","journal-title":"Arxiv preprint arXiv"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1016\/j.imavis.2005.12.008","article-title":"Image restoration using digital inpainting and noise removal","volume":"25","author":"caz","year":"2007","journal-title":"Image and Vision Computing"},{"key":"ref29","article-title":"Improved training of generative adversarial networks using representative features","author":"bang","year":"2018","journal-title":"International Conference on Machine Learning"}],"event":{"name":"2023 IEEE 17th International Symposium on Applied Computational Intelligence and Informatics (SACI)","start":{"date-parts":[[2023,5,23]]},"location":"Timisoara, Romania","end":{"date-parts":[[2023,5,26]]}},"container-title":["2023 IEEE 17th International Symposium on Applied Computational Intelligence and Informatics (SACI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10158523\/10158534\/10158661.pdf?arnumber=10158661","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,17]],"date-time":"2023-07-17T17:33:43Z","timestamp":1689615223000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10158661\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,5,23]]},"references-count":57,"URL":"https:\/\/doi.org\/10.1109\/saci58269.2023.10158661","relation":{},"subject":[],"published":{"date-parts":[[2023,5,23]]}}}