Location-aware object detection via coherent region grouping

Shen-Chi Chen; Kevin Lin; Chu-Song Chen; Yi-Ping Hung

ICASSP 2015accepted0 citations

Location-aware object detection via coherent region grouping

Shen-Chi Chen, Kevin Lin, Chu-Song Chen, Yi-Ping Hung

Abstract

We present a scene adaptation algorithm for object detection. Our method discovers scene-dependent features discriminative to classifying foreground objects into different categories. Unlike previous works suffering from insufficient training data collected online, our approach incorporated with a similarity grouping procedure can automatically gather more consistent training examples from a neighbour area. Experimental results show that the proposed method outperforms several related works with higher detection accuracies.

BibTeX

@inproceedings{icassp2015_locationawareobj,
  title = {Location-aware object detection via coherent region grouping},
  author = {Shen-Chi Chen and Kevin Lin and Chu-Song Chen and Yi-Ping Hung},
  booktitle = {ICASSP 2015},
  year = {2015}
}