A review of small object and movement detection based loss function and optimized technique

Autor:	Chaturvedi Ravi Prakash, Ghose Udayan
Jazyk:	angličtina
Rok vydání:	2023
Předmět:	detection of small objects detection of video objects loss functions optimization Science Electronic computers. Computer science QA75.5-76.95
Zdroj:	Journal of Intelligent Systems, Vol 32, Iss 1, Pp 1210-24 (2023)
Druh dokumentu:	article
ISSN:	2191-026X 2022-0324
DOI:	10.1515/jisys-2022-0324
Popis:	The objective of this study is to supply an overview of research work based on video-based networks and tiny object identification. The identification of tiny items and video objects, as well as research on current technologies, are discussed first. The detection, loss function, and optimization techniques are classified and described in the form of a comparison table. These comparison tables are designed to help you identify differences in research utility, accuracy, and calculations. Finally, it highlights some future trends in video and small object detection (people, cars, animals, etc.), loss functions, and optimization techniques for solving new problems.
Databáze:	Directory of Open Access Journals
Externí odkaz:	https://doaj.org/article/5d78b321ca114562b7e47732c2885ade Zobrazit plný text záznamu View record in DOAJ