{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T06:17:15Z","timestamp":1730269035156,"version":"3.28.0"},"reference-count":36,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,11,29]],"date-time":"2022-11-29T00:00:00Z","timestamp":1669680000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,11,29]],"date-time":"2022-11-29T00:00:00Z","timestamp":1669680000000},"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":[[2022,11,29]]},"DOI":"10.1109\/iotsms58070.2022.10062226","type":"proceedings-article","created":{"date-parts":[[2023,3,13]],"date-time":"2023-03-13T17:45:33Z","timestamp":1678729533000},"page":"1-9","source":"Crossref","is-referenced-by-count":0,"title":["APT: Adaptive Perceptual quality based camera Tuning using reinforcement learning"],"prefix":"10.1109","author":[{"given":"Sibendu","family":"Paul","sequence":"first","affiliation":[{"name":"Purdue University,West Lafayette,PA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kunal","family":"Rao","sequence":"additional","affiliation":[{"name":"NEC Laboratories America,Inc.,Princeton,NJ,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Giuseppe","family":"Coviello","sequence":"additional","affiliation":[{"name":"NEC Laboratories America,Inc.,Princeton,NJ,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Murugan","family":"Sankaradas","sequence":"additional","affiliation":[{"name":"NEC Laboratories America,Inc.,Princeton,NJ,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Oliver","family":"Po","sequence":"additional","affiliation":[{"name":"NEC Laboratories America,Inc.,Princeton,NJ,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Y. Charlie","family":"Hu","sequence":"additional","affiliation":[{"name":"Purdue University,West Lafayette,PA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Srimat","family":"Chakradhar","sequence":"additional","affiliation":[{"name":"NEC Laboratories America,Inc.,Princeton,NJ,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.2352\/ISSN.2169-4672.2007.1.0.10"},{"key":"ref3","first-page":"119","article-title":"Ekya: Continuous learning of video analytics models on edge compute servers","volume-title":"19th USENIX Symposium on Networked Systems Design and Implementation (NSDI 22)","author":"Bhardwaj"},{"volume-title":"Communications","author":"A","key":"ref4"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.proeng.2013.09.086"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3446918"},{"journal-title":"Video Analytics Market Statistics: 2027","year":"2021","author":"Gaikwad","key":"ref7"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1117\/12.477378"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2661229.2661260"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/SEC.2018.00017"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3230543.3230574"},{"journal-title":"ultralytics\/yolov5: v6.1 - TensorRT, TensorFlow Edge TPU and OpenVINO Export and Inference","year":"2022","author":"Jocher","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.224"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00453"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126543"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00231"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.118"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2012.2214050"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2010.2043888"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15552-9_29"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2018.8451818"},{"volume-title":"Computer vision annotation tool (cvat)","key":"ref22"},{"volume-title":"Face Recognition Vendor Test (FRVT)","year":"2019","author":"Patrick Grother","key":"ref23"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3453142.3491279"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-25056-9_28"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.7.002032"},{"key":"ref27","article-title":"Global Surveillance Camera Market: Analysis By System Type","author":"Research","year":"2022","journal-title":"By Technology By Region Size and Trends with Impact of COVID-19 and Forecast up to 2027"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2872858"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00372"},{"key":"ref30","volume-title":"Introduction to reinforcement learning","volume":"135","author":"Sutton","year":"1998"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"279","DOI":"10.1007\/BF00992698","article-title":"Q-learning","author":"Watkins","year":"1992","journal-title":"Machine Learning"},{"issue":"1","key":"ref32","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1023\/A:1007562800292","article-title":"Fast Online q(\u03bb)","volume":"33","author":"Wiering","year":"1998","journal-title":"Machine Learning"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2019.8803607"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2355716"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3230543.3230554"},{"key":"ref36","first-page":"377","article-title":"Live video analytics at scale with approximation and delay-tolerance","volume-title":"Proc. of 14th USENIX NSDI)","author":"Zhang"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2839891"}],"event":{"name":"2022 9th International Conference on Internet of Things: Systems, Management and Security (IOTSMS)","start":{"date-parts":[[2022,11,29]]},"location":"Milan, Italy","end":{"date-parts":[[2022,12,1]]}},"container-title":["2022 9th International Conference on Internet of Things: Systems, Management and Security (IOTSMS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10061850\/10061860\/10062226.pdf?arnumber=10062226","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,14]],"date-time":"2024-03-14T05:32:15Z","timestamp":1710394335000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10062226\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,29]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/iotsms58070.2022.10062226","relation":{},"subject":[],"published":{"date-parts":[[2022,11,29]]}}}