Small object detection: Difference between revisions

Revision as of 17:30, 14 September 2022

Revision as of 17:30, 14 September 2022

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== Uses ==

[[File:Track_Results.webm|thumb|An example of object tracking]]

It has applications in various fields such as Video [[surveillance]](Traffic video Surveillance<ref>{{Cite journal |last=Saran K B |last2=Sreelekha G |title=Traffic video surveillance: Vehicle detection and classification |url=http://ieeexplore.ieee.org/document/7432948/ |journal=2015 International Conference on Control Communication & Computing India (ICCC) |___location=Trivandrum, Kerala, India |publisher=IEEE |pages=516–521 |doi=10.1109/ICCC.2015.7432948 |isbn=978-1-4673-7349-4}}</ref><ref>{{Cite journal |last=Nemade |first=Bhushan |date=2016-01-01 |title=Automatic Traffic Surveillance Using Video Tracking |url=https://www.sciencedirect.com/science/article/pii/S1877050916001836 |journal=Procedia Computer Science |series=Proceedings of International Conference on Communication, Computing and Virtualization (ICCCV) 2016 |language=en |volume=79 |pages=402–409 |doi=10.1016/j.procs.2016.03.052 |issn=1877-0509}}</ref>, [[Content-based image retrieval|Small object retrieval]]<ref>{{Cite journal |last=Guo |first=Haiyun |last2=Wang |first2=Jinqiao |last3=Xu |first3=Min |last4=Zha |first4=Zheng-Jun |last5=Lu |first5=Hanqing |date=2015-10-13 |title=Learning Multi-view Deep Features for Small Object Retrieval in Surveillance Scenarios |url=https://doi.org/10.1145/2733373.2806349 |journal=Proceedings of the 23rd ACM international conference on Multimedia |series=MM '15 |___location=New York, NY, USA |publisher=Association for Computing Machinery |pages=859–862 |doi=10.1145/2733373.2806349 |isbn=978-1-4503-3459-4}}</ref>, [[Anomaly detection]]<ref>{{Cite journal |last=Ingle |first=Palash Yuvraj |last2=Kim |first2=Young-Gab |date=2022-05-19 |title=Real-Time Abnormal Object Detection for Video Surveillance in Smart Cities |url=https://www.mdpi.com/1424-8220/22/10/3862 |journal=Sensors |language=en |volume=22 |issue=10 |pages=3862 |doi=10.3390/s22103862 |issn=1424-8220 |pmc=9143895 |pmid=35632270}}</ref>, [[Maritime surveillance )]], [[Aerial survey|Drone surveying]], [[Traffic flow|Traffic flow analysis]]<ref>{{Cite journal |last=Tsuboi |first=Tsutomu |last2=Yoshikawa |first2=Noriaki |date=2020-03-01 |title=Traffic flow analysis in Ahmedabad (India) |url=https://www.sciencedirect.com/science/article/pii/S2213624X18301974 |journal=Case Studies on Transport Policy |language=en |volume=8 |issue=1 |pages=215–228 |doi=10.1016/j.cstp.2019.06.001 |issn=2213-624X}}</ref>, and [[Video tracking|Object tracking]].

== Problems with small objects ==