Jared D. Van Cor Personal Homepage # Remove and change these details if you want

Jared D. Van Cor (Happy Birthday)
Jared Van Cor Linkedin

Staff Electro-Optical Engineer at Lockheed Martin

jared.d.vancor [at] gmail [dot] com

About Me


I am currently working at Lockheed Martin as staff electro-optical Engineer. I have a MS in Imaging science from Chester F. Carlson Center for Imaging Science at Rochester Institute of Technology




Jared D. Van Cor

Timeline Events


Sept 2023: Celebrated Birthday with Friends.

Sept 2023: I AM GOING TO MIT NEXT OMG!!!

Mar 2022: Did something or the other.

Mar 2022: Won 3 Nobel prizes.

Projects



SIAMESE NETWORK WITH MULTI-LEVEL FEATURES FOR PATCH-BASED CHANGE DETECTION IN SATELLITE IMAGERY

SIAMESE NETWORK WITH MULTI-LEVEL FEATURES FOR PATCH-BASED CHANGE DETECTION IN SATELLITE IMAGERY
Faiz Rahman; Bhavan Vasu; Jared Van Cor; John Kerekes; Andreas Savakis

We present a patch-based Siamese neural network for detecting structural changes in satellite imagery. The two channels of our Siamese network are based on the VGG16 architecture with shared weights and are used as feature extractors. Changes between the target and reference images are detected with a fully connected decision network trained on a large dataset of DIRSIG image chips. We experiment with features from different levels of the network to evaluate their combined effect on detection performance. We further incorporate bootstrapping in the training process to improve the network's ability to classify difficult samples. Our results show that our method achieved very good results on change detection accuracy that were best when combining features from two layers.

IEEE Global Conference on Signal and Information Processing (GlobalSIP)
Paper Bibtex
@inproceedings{rahman2018siamese,
  title={Siamese network with multi-level features for patch-based change detection in satellite imagery},
  author={Rahman, Faiz and Vasu, Bhavan and Van Cor, Jared and Kerekes, John and Savakis, Andreas},
  booktitle={2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
  pages={958--962},
  year={2018},
  organization={IEEE}
}


MISC


This is my birthday and I am awesome