Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Kemal Oksuz"'
Publikováno v:
IEEE Transactions on Pattern Analysis and Machine Intelligence. 44:9446-9463
Despite being widely used as a performance measure for visual detection tasks, Average Precision (AP) is limited in (i) reflecting localisation quality, (ii) interpretability and (iii) robustness to the design choices regarding its computation, and i
In this paper, we present a comprehensive review of the imbalance problems in object detection. To analyze the problems in a systematic manner, we introduce a problem-based taxonomy. Following this taxonomy, we discuss each problem in depth and prese
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0503a23fbbcf5bcb87f4b4ec0d609bc9
https://aperta.ulakbim.gov.tr/record/233568
https://aperta.ulakbim.gov.tr/record/233568
Publikováno v:
Computer Vision – ECCV 2018 ISBN: 9783030012335
ECCV (7)
ECCV (7)
Average precision (AP), the area under the recall-precision (RP) curve, is the standard performance measure for object detection. Despite its wide acceptance, it has a number of shortcomings, the most important of which are (i) the inability to disti
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::820aa996a7698e7c5ea9d8c2c7451c26
https://aperta.ulakbim.gov.tr/record/34865
https://aperta.ulakbim.gov.tr/record/34865
Autor:
Kemal Oksuz, Ali Taylan Cemgil
Publikováno v:
SIU
Multitarget tracking is a sequential inference problem where, conditioned on noisy measurements, state variables of several targets need to be estimated recursively. Recently, random finite set based methods have been devised in addition to the conve
Autor:
Ali Taylan Cemgil, Kemal Oksuz
Publikováno v:
SIU
Target tracking algorithms adopted in modern radars are designed such that they can track multi targets by considering target births and target deaths. These algorithms are derived by integrating the data association techniques into the single target