{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T10:11:32Z","timestamp":1767262292097,"version":"3.28.0"},"reference-count":45,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"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":[[2019,12]]},"DOI":"10.1109\/bigdata47090.2019.9005689","type":"proceedings-article","created":{"date-parts":[[2020,2,25]],"date-time":"2020-02-25T06:05:34Z","timestamp":1582610734000},"page":"5667-5672","source":"Crossref","is-referenced-by-count":9,"title":["A Fast Video Image Detection using TensorFlow Mobile Networks for Racing Cars"],"prefix":"10.1109","author":[{"given":"Selahattin","family":"Akkas","sequence":"first","affiliation":[]},{"given":"Sahaj Singh","family":"Maini","sequence":"additional","affiliation":[]},{"given":"Judy","family":"Qiu","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2016.2599530"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2017.8258047"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TSIPN.2015.2448520"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref31","article-title":"Yolov3: An incremental improvement","volume":"abs 1804 2767","author":"redmon","year":"2018","journal-title":"CoRR"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3190508.3190517"},{"journal-title":"LabelImg","year":"2019","key":"ref37"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2017.2761740"},{"key":"ref35","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2015","journal-title":"International Conference on Learning Representations"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CFEC.2019.8733153"},{"journal-title":"Mscoco evaluation protocol","year":"2019","key":"ref10"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2019.00015"},{"journal-title":"System-on-module datasheet","year":"2019","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/IVS.2019.8814001"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IVS.2019.8814089"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3132211.3134448"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2009.5161176"},{"key":"ref16","first-page":"485","article-title":"Tiresias: A {GPU} cluster manager for distributed deep learning","author":"gu","year":"2019","journal-title":"16th USENIX Symposium on Networked Systems Design and Implementation ( NSDI 19)"},{"key":"ref17","first-page":"1331","article-title":"Protonn: Compressed and accurate knn for resource-scarce devices","author":"gupta","year":"2017","journal-title":"Proceedings of the 34th International Conference on Machine Learning-Volume 70"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref19","article-title":"Mobilenets: Efficient convolutional neural networks for mobile vision applications","author":"howard","year":"2017","journal-title":"arXiv preprint arXiv 1704 04861"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2017.8254635"},{"year":"2019","key":"ref4"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2016.2593486"},{"year":"2019","key":"ref3"},{"journal-title":"MLPerf Fair and useful Benchmarks for Measuring Training and Inference Performance of ML Hardware Software and Services","year":"2019","key":"ref6"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2014.2372852"},{"year":"2019","key":"ref5"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3190645.3190699"},{"key":"ref7","article-title":"The OpenCV Library","author":"bradski","year":"2000","journal-title":"Dr Dobb’s J Softw Tools"},{"year":"2019","key":"ref2"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/1966445.1966473"},{"year":"2019","key":"ref1"},{"key":"ref20","article-title":"Joint monocular 3d vehicle detection and tracking","author":"hu","year":"2018","journal-title":"arXiv preprint arXiv 1811 10742"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/3127479.3127490"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2017.2679712"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2723372.2749432"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2012.192"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI.2018.8628631"},{"key":"ref41","first-page":"595","article-title":"Gandiva: Introspective cluster scheduling for deep learning","author":"xiao","year":"2018","journal-title":"13th USENIX Symposium on Operating Systems Design and Implementation ( OSDI 18)"},{"key":"ref23","first-page":"9017","article-title":"Fastgrnn: A fast, accurate, stable and tiny kilobyte sized gated recurrent neural network","author":"kusupati","year":"2018","journal-title":"Advances in neural information processing systems"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/IROS40897.2019.8967556"},{"key":"ref26","first-page":"21","article-title":"Ssd: Single shot multibox detector","author":"liu","year":"2016","journal-title":"European Conference on Computer Vision"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3274783.3274840"},{"key":"ref25","first-page":"740","article-title":"Microsoft coco: Common objects in context","author":"lin","year":"2014","journal-title":"European Conference on Computer Vision"}],"event":{"name":"2019 IEEE International Conference on Big Data (Big Data)","start":{"date-parts":[[2019,12,9]]},"location":"Los Angeles, CA, USA","end":{"date-parts":[[2019,12,12]]}},"container-title":["2019 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8986695\/9005444\/09005689.pdf?arnumber=9005689","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T21:48:12Z","timestamp":1658094492000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9005689\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,12]]},"references-count":45,"URL":"https:\/\/doi.org\/10.1109\/bigdata47090.2019.9005689","relation":{},"subject":[],"published":{"date-parts":[[2019,12]]}}}