Performance measures and evaluation
| dc.contributor.author | Karasulu, Bahadir | |
| dc.contributor.author | Korukoglu, Serdar | |
| dc.date.accessioned | 2025-01-27T18:53:08Z | |
| dc.date.available | 2025-01-27T18:53:08Z | |
| dc.date.issued | 2013 | |
| dc.department | Çanakkale Onsekiz Mart Üniversitesi | |
| dc.description.abstract | This chapter provides two sections. The first section introduces our performance evaluation methodology. The second section is separated into three subsections, which are frame-based detection measures, measures based on object matching criteria, and object tracking-based measures, respectively. In our study, some performance measures are used to evaluate object D&T method’s performance. In this manner, the measures for frame-based detection are object count accuracy, pixel-based precision, pixel-based recall, pixel-based F1 measure, area-based precision, area-based recall, area-thresholded precision, area-thresholded recall, and average fragmentation, respectively. Also, the measures based on object matching criteria are sequence frame detection accuracy, and position-based, size-based, and orientation-based measures, respectively. In addition, the measures based on object tracking are the object count-based measure, temporal measure, and sequence tracking detection accuracy, respectively. All of the above-mentioned measures are given via mathematical background in related subsections of this book. © The Author(s) 2013. | |
| dc.identifier.doi | 10.1007/978-1-4614-6534-8_4 | |
| dc.identifier.endpage | 49 | |
| dc.identifier.issn | 2191-5768 | |
| dc.identifier.issue | 9781461465331 | |
| dc.identifier.scopus | 2-s2.0-85044921441 | |
| dc.identifier.scopusquality | Q4 | |
| dc.identifier.startpage | 39 | |
| dc.identifier.uri | https://doi.org/10.1007/978-1-4614-6534-8_4 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12428/12604 | |
| dc.identifier.volume | 0 | |
| dc.indekslendigikaynak | Scopus | |
| dc.language.iso | en | |
| dc.publisher | Springer | |
| dc.relation.ispartof | SpringerBriefs in Computer Science | |
| dc.relation.publicationcategory | Kitap Bölümü - Uluslararası | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.snmz | KA_Scopus_20250125 | |
| dc.subject | Evaluation; Frame-based detection; Object matching criteria; Object tracking; Performance | |
| dc.title | Performance measures and evaluation | |
| dc.type | Book Chapter |
