Method

AOG-View - adding view modelling to our ECCV14 model [AOG-View]


Submitted on 24 Jun. 2015 18:52 by
Alan Li (Beijing Institute of Technology)

Running time:3 s
Environment:1 core @ 2.5 Ghz (Matlab, C/C++)

Method Description:
adding view modelling to the AOG model introduced in
ECCV14 paper - Integrating Context and Occlusion for
Car Detection by Hierarchical And-Or Model
Parameters:
NC = 18;
SC = 25;
C = 0.006
Latex Bibtex:
@inproceedings{Li2014ECCV,
author = {Bo Li and Tianfu Wu and Song-Chun
Zhu},
title = {Integrating Context and Occlusion for
Car Detection by Hierarchical And-Or Model},
booktitle = {ECCV},
year = {2014}
}

Detailed Results

Object detection and orientation estimation results. Results for object detection are given in terms of average precision (AP) and results for joint object detection and orientation estimation are provided in terms of average orientation similarity (AOS).


Benchmark Easy Moderate Hard
Car (Detection) 85.01 % 71.26 % 55.73 %
Car (Orientation) 77.62 % 62.62 % 48.27 %
This table as LaTeX

2D object detection results.
This figure as: png eps pdf txt gnuplot



Orientation estimation results.
This figure as: png eps pdf txt gnuplot




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