{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:47:04Z","timestamp":1750308424745,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":14,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,5,27]],"date-time":"2021-05-27T00:00:00Z","timestamp":1622073600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,5,27]]},"DOI":"10.1145\/3471287.3471305","type":"proceedings-article","created":{"date-parts":[[2021,9,25]],"date-time":"2021-09-25T16:14:25Z","timestamp":1632586465000},"page":"55-61","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Automated Dataset Amplification and its Application to Small Dataset Object Detection Transfer Learning"],"prefix":"10.1145","author":[{"given":"Muhammad","family":"R. Abid","sequence":"first","affiliation":[{"name":"Florida Polytechnic University, USA"}]},{"given":"Riley","family":"Kiefer","sequence":"additional","affiliation":[{"name":"Florida Polytechnic University, USA"}]}],"member":"320","published-online":{"date-parts":[[2021,9,25]]},"reference":[{"key":"e_1_3_2_1_1_1","first-page":"1","volume-title":"Engineering and Applications (ICCSEA)","author":"Vashisht M.","year":"2020","unstructured":"M. Vashisht and B. Kumar , \" A Survey Paper on Object Detection Methods in Image Processing,\" 2020 International Conference on Computer Science , Engineering and Applications (ICCSEA) , Gunupur, India , 2020 , pp. 1 - 4 , doi: 10.1109\/ICCSEA49143.2020.9132871. M. Vashisht and B. Kumar, \"A Survey Paper on Object Detection Methods in Image Processing,\" 2020 International Conference on Computer Science, Engineering and Applications (ICCSEA), Gunupur, India, 2020, pp. 1-4, doi: 10.1109\/ICCSEA49143.2020.9132871."},{"key":"e_1_3_2_1_2_1","first-page":"248","volume-title":"Kai Li and Li Fei-Fei, \"ImageNet: A large-scale hierarchical image database,\" 2009 IEEE Conference on Computer Vision and Pattern Recognition","author":"Deng J.","year":"2009","unstructured":"J. Deng , W. Dong , R. Socher , L. Li , Kai Li and Li Fei-Fei, \"ImageNet: A large-scale hierarchical image database,\" 2009 IEEE Conference on Computer Vision and Pattern Recognition , Miami, FL , 2009 , pp. 248 - 255 , doi: 10.1109\/CVPR.2009.5206848. J. Deng, W. Dong, R. Socher, L. Li, Kai Li and Li Fei-Fei, \"ImageNet: A large-scale hierarchical image database,\" 2009 IEEE Conference on Computer Vision and Pattern Recognition, Miami, FL, 2009, pp. 248-255, doi: 10.1109\/CVPR.2009.5206848."},{"key":"e_1_3_2_1_3_1","volume-title":"Arxiv.org","author":"Redmon J.","year":"2018","unstructured":"J. Redmon and A. Farhadi , \u201c YoloV3: An Incremental Improvement \u201d, Arxiv.org , Computer Vision and Pattern Recognition , 2018 . J. Redmon and A. Farhadi, \u201cYoloV3: An Incremental Improvement\u201d, Arxiv.org, Computer Vision and Pattern Recognition, 2018."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3361242.3361259"},{"key":"e_1_3_2_1_5_1","first-page":"893","volume-title":"Barcelona","author":"Dalal R.","year":"2018","unstructured":"R. Dalal and T. Moh , \" Fine-Grained Object Detection Using Transfer Learning and Data Augmentation,\" 2018 IEEE\/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) , Barcelona , 2018 , pp. 893 - 896 , doi: 10.1109\/ASONAM.2018.8508293. R. Dalal and T. Moh, \"Fine-Grained Object Detection Using Transfer Learning and Data Augmentation,\" 2018 IEEE\/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Barcelona, 2018, pp. 893-896, doi: 10.1109\/ASONAM.2018.8508293."},{"key":"e_1_3_2_1_6_1","first-page":"67","volume-title":"Dalian","author":"Y. Bo","year":"2019","unstructured":"Y. Bo , \"Helmet Detection under the Power Construction Scene Based on Image Analysis,\" 2019 IEEE 7th International Conference on Computer Science and Network Technology (ICCSNT) , Dalian , China , 2019 , pp. 67 - 71 , doi: 10.1109\/ICCSNT47585.2019.8962495. Y. Bo , \"Helmet Detection under the Power Construction Scene Based on Image Analysis,\" 2019 IEEE 7th International Conference on Computer Science and Network Technology (ICCSNT), Dalian, China, 2019, pp. 67-71, doi: 10.1109\/ICCSNT47585.2019.8962495."},{"key":"e_1_3_2_1_7_1","first-page":"1676","volume-title":"United Arab Emirates","author":"Zhang K.","year":"2020","unstructured":"K. Zhang , Z. Cao and J. Wu , \" Circular Shift: An Effective Data Augmentation Method For Convolutional Neural Network On Image Classification,\" 2020 IEEE International Conference on Image Processing (ICIP), Abu Dhabi , United Arab Emirates , 2020 , pp. 1676 - 1680 , doi: 10.1109\/ICIP40778.2020.9191303. K. Zhang, Z. Cao and J. Wu, \"Circular Shift: An Effective Data Augmentation Method For Convolutional Neural Network On Image Classification,\" 2020 IEEE International Conference on Image Processing (ICIP), Abu Dhabi, United Arab Emirates, 2020, pp. 1676-1680, doi: 10.1109\/ICIP40778.2020.9191303."},{"key":"e_1_3_2_1_8_1","first-page":"463","volume-title":"Korea (South)","author":"Shin H.","year":"2020","unstructured":"H. Shin , K. Lee and C. Lee , \" Data Augmentation Method of Object Detection for Deep Learning in Maritime Image,\" 2020 IEEE International Conference on Big Data and Smart Computing (BigComp), Busan , Korea (South) , 2020 , pp. 463 - 466 , doi: 10.1109\/BigComp48618.2020.00-25. H. Shin, K. Lee and C. Lee, \"Data Augmentation Method of Object Detection for Deep Learning in Maritime Image,\" 2020 IEEE International Conference on Big Data and Smart Computing (BigComp), Busan, Korea (South), 2020, pp. 463-466, doi: 10.1109\/BigComp48618.2020.00-25."},{"key":"e_1_3_2_1_9_1","first-page":"219","volume-title":"Dalian","author":"Luo Y.","year":"2020","unstructured":"Y. Luo and L. Zhu , \" Research on Data Augmentation for Object Detection Based on X- ray Security Inspection Picture,\" 2020 IEEE International Conference on Advances in Electrical Engineering and Computer Applications( AEECA) , Dalian , China , 2020 , pp. 219 - 222 , doi: 10.1109\/AEECA49918.2020.9213654. Y. Luo and L. Zhu, \"Research on Data Augmentation for Object Detection Based on X- ray Security Inspection Picture,\" 2020 IEEE International Conference on Advances in Electrical Engineering and Computer Applications( AEECA), Dalian, China, 2020, pp. 219-222, doi: 10.1109\/AEECA49918.2020.9213654."},{"key":"e_1_3_2_1_10_1","volume-title":"ImageAI, an open source python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities","author":"Olafenwa M.","year":"2018","unstructured":"M. Olafenwa and J. Olafenwa , \u201c ImageAI, an open source python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities \u201d, https:\/\/github.com\/OlafenwaMoses\/ImageAI, March , 2018 . M. Olafenwa and J. Olafenwa, \u201cImageAI, an open source python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities\u201d, https:\/\/github.com\/OlafenwaMoses\/ImageAI, March, 2018."},{"key":"e_1_3_2_1_11_1","first-page":"78","volume-title":"Dynamic hand gesture recognition from Bag-of-Features and local part model,\" 2012 IEEE International Workshop on Haptic Audio Visual Environments and Games (HAVE 2012) Proceedings","author":"Abid M. R.","year":"2012","unstructured":"M. R. Abid , F. Shi and E. M. Petriu , \" Dynamic hand gesture recognition from Bag-of-Features and local part model,\" 2012 IEEE International Workshop on Haptic Audio Visual Environments and Games (HAVE 2012) Proceedings , Munich, Germany , 2012 , pp. 78 - 82 , doi: 10.1109\/HAVE.2012.6374443. M. R. Abid, F. Shi and E. M. Petriu, \"Dynamic hand gesture recognition from Bag-of-Features and local part model,\" 2012 IEEE International Workshop on Haptic Audio Visual Environments and Games (HAVE 2012) Proceedings, Munich, Germany, 2012, pp. 78-82, doi: 10.1109\/HAVE.2012.6374443."},{"key":"e_1_3_2_1_12_1","first-page":"139","volume-title":"Gatineau","author":"Abid M. R.","year":"2013","unstructured":"M. R. Abid , L. B. Santiago Melo and E. M. Petriu , \" Dynamic sign language and voice recognition for smart home interactive application,\" 2013 IEEE International Symposium on Medical Measurements and Applications (MeMeA) , Gatineau , QC , Canada , 2013 , pp. 139 - 144 , doi: 10.1109\/MeMeA.2013.6549723. M. R. Abid, L. B. Santiago Melo and E. M. Petriu, \"Dynamic sign language and voice recognition for smart home interactive application,\" 2013 IEEE International Symposium on Medical Measurements and Applications (MeMeA), Gatineau, QC, Canada, 2013, pp. 139-144, doi: 10.1109\/MeMeA.2013.6549723."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2014.2351331"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"crossref","unstructured":"M. R. Abid P. E. Meszaros R. F. d. Silva and E. M. Petriu \"Dynamic hand gesture recognition for human-robot and inter-robot communication \" 2014 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA) Ottawa ON Canada 2014 pp. 12-17 doi: 10.1109\/CIVEMSA.2014.6841431.  M. R. Abid P. E. Meszaros R. F. d. Silva and E. M. Petriu \"Dynamic hand gesture recognition for human-robot and inter-robot communication \" 2014 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA) Ottawa ON Canada 2014 pp. 12-17 doi: 10.1109\/CIVEMSA.2014.6841431.","DOI":"10.1109\/CIVEMSA.2014.6841431"}],"event":{"name":"ICISDM 2021: 2021 the 5th International Conference on Information System and Data Mining","acronym":"ICISDM 2021","location":"Silicon Valley CA USA"},"container-title":["2021 the 5th International Conference on Information System and Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3471287.3471305","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3471287.3471305","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T17:49:31Z","timestamp":1750268971000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3471287.3471305"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,5,27]]},"references-count":14,"alternative-id":["10.1145\/3471287.3471305","10.1145\/3471287"],"URL":"https:\/\/doi.org\/10.1145\/3471287.3471305","relation":{},"subject":[],"published":{"date-parts":[[2021,5,27]]},"assertion":[{"value":"2021-09-25","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}