ALFA: Agglomerative Late Fusion Algorithm for Object Detection

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F18%3A00327982" target="_blank" >RIV/68407700:21230/18:00327982 - isvavai.cz</a>

Result on the web

<a href="http://dx.doi.org/10.1109/ICPR.2018.8545182" target="_blank" >http://dx.doi.org/10.1109/ICPR.2018.8545182</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/ICPR.2018.8545182" target="_blank" >10.1109/ICPR.2018.8545182</a>

Result language

angličtina

Original language name

ALFA: Agglomerative Late Fusion Algorithm for Object Detection

Original language description

We propose ALFA - a novel late fusion algorithm for object detection. ALFA is based on agglomerative clustering of object detector predictions taking into consideration both the bounding box locations and the class scores. Each cluster represents a single object hypothesis whose location is a weighted combination of the clustered bounding boxes.

Czech name

—

Czech description

—

Type

D - Article in proceedings

CEP classification

—

OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/GBP103%2F12%2FG084" target="_blank" >GBP103/12/G084: Center for Large Scale Multi-modal Data Interpretation</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2018

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

2018 24rd International Conference on Pattern Recognition (ICPR)

ISBN

978-1-5386-3788-3

ISSN

—

e-ISSN

1051-4651

Number of pages

6

Pages from-to

2594-2599

Publisher name

IEEE

Place of publication

Piscataway, NJ

Event location

Beijing

Event date

Aug 20, 2018

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

000455146802100