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mybibliographyfile.bib
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@book{nielsenneural,
title={Neural networks and deep learning},
author={Nielsen, Michael A},
volume={2018},
year={2015},
publisher={Determination press San Francisco, CA, USA:}
}
@article{redmon2018yolov3,
title={Yolov3: An incremental improvement},
author={Redmon, Joseph and Farhadi, Ali},
journal={arXiv preprint arXiv:1804.02767},
year={2018}
}
@InProceedings{rcnn,
author = {Girshick, Ross and Donahue, Jeff and Darrell, Trevor and Malik, Jitendra},
title = {Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2014}
}
@InProceedings{fast-rcnn,
author = {Girshick, Ross},
title = {Fast R-CNN},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {December},
year = {2015}
}
@inproceedings{faster-rcnn,
title={Faster r-cnn: Towards real-time object detection with region proposal networks},
author={Ren, Shaoqing and He, Kaiming and Girshick, Ross and Sun, Jian},
booktitle={Advances in neural information processing systems},
pages={91--99},
year={2015}
}
@InProceedings{yolov1,
author = {Redmon, Joseph and Divvala, Santosh and Girshick, Ross and Farhadi, Ali},
title = {You Only Look Once: Unified, Real-Time Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2016}
}
@inproceedings{yolov2,
title={YOLO9000: better, faster, stronger},
author={Redmon, Joseph and Farhadi, Ali},
booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
pages={7263--7271},
year={2017}
}
@misc{cit:cnr_dataset,
title = "\textit{CNR Parking Dataset - Dataset for visual occupancy detection of parking lots}",
howpublished = {online},
url = {http://cnrpark.it/},
type = {web page},
note = "[vid. 2020-04-4]"
}
@article{pklot_dataset,
title={PKLot--A robust dataset for parking lot classification},
author={De Almeida, Paulo RL and Oliveira, Luiz S and Britto Jr, Alceu S and Silva Jr, Eunelson J and Koerich, Alessandro L},
journal={Expert Systems with Applications},
volume={42},
number={11},
pages={4937--4949},
year={2015},
publisher={Elsevier}
}
@misc{jain-rtp,
title={RTP, RTCP, and RTSP-Internet Protocols for Real-Time Multimedia Communication.},
author={Durresi, Arjan and Jain, Raj and Zurawski, R},
year={2005}
}
@article{rtsp-rfc,
title={RFC7826 Real-Time Streaming Protocol, version 2.0},
author={Schulzrinne, H and Rao, A and Lanphier, R and Westerlund, M and Stiemerling, M},
journal={IETF: Fremont, CA, USA},
year={2016}
}
@article{docker-performance,
title={Performance comparison analysis of linux container and virtual machine for building cloud},
author={Seo, Kyoung-Taek and Hwang, Hyun-Seo and Moon, Il-Young and Kwon, Oh-Young and Kim, Byeong-Jun},
journal={Advanced Science and Technology Letters},
volume={66},
number={105-111},
pages={2},
year={2014}
}
@misc{cit:kafka,
title = "\textit{Apache Kafka}",
howpublished = {online},
url = {https://kafka.apache.org/},
type = {web page},
note = "[vid. 2020-04-4]"
}
@misc{cit:rabbitmq,
title = "\textit{RabbitMQ}",
howpublished = {online},
url = {https://www.rabbitmq.com/},
type = {web page},
note = "[vid. 2020-04-4]"
}
@article{cit:kafkavsrabbit,
title={A survey of distributed message broker queues},
author={John, Vineet and Liu, Xia},
journal={arXiv preprint arXiv:1704.00411},
year={2017}
}
@inproceedings {cit:tensorflow,
author = {Mart{\'\i}n Abadi and Paul Barham and Jianmin Chen and Zhifeng Chen and Andy Davis and Jeffrey Dean and Matthieu Devin and Sanjay Ghemawat and Geoffrey Irving and Michael Isard and Manjunath Kudlur and Josh Levenberg and Rajat Monga and Sherry Moore and Derek G. Murray and Benoit Steiner and Paul Tucker and Vijay Vasudevan and Pete Warden and Martin Wicke and Yuan Yu and Xiaoqiang Zheng},
title = {TensorFlow: A System for Large-Scale Machine Learning},
booktitle = {12th {USENIX} Symposium on Operating Systems Design and Implementation ({OSDI} 16)},
year = {2016},
isbn = {978-1-931971-33-1},
address = {Savannah, GA},
pages = {265--283},
url = {https://www.usenix.org/conference/osdi16/technical-sessions/presentation/abadi},
publisher = {{USENIX} Association},
month = nov,
}
@article{cit:mltoolkits,
title={Toolkits and libraries for deep learning},
author={Erickson, Bradley J and Korfiatis, Panagiotis and Akkus, Zeynettin and Kline, Timothy and Philbrick, Kenneth},
journal={Journal of digital imaging},
volume={30},
number={4},
pages={400--405},
year={2017},
publisher={Springer}
}
@misc{cit:keras,
title={Keras},
author={Chollet, Fran\c{c}ois and others},
year={2015},
howpublished={\url{https://keras.io}},
}
@misc{cit:colab_gpu,
title = "\textit{Colaboratory - Google}",
howpublished = {online},
url = {https://research.google.com/colaboratory/faq.html},
type = {web page},
note = "[seen 2020-05-20]"
}
@misc{cit:overfitting,
title = "\textit{Understanding Overfitting and Underfitting in Machine Learning}",
howpublished = {online},
url = {https://medium.com/analytics-vidhya/understanding-overfitting-and-underfitting-in-machine-learning-2a2f3577fb27},
type = {web page},
note = "[seen 2020-05-20]"
}
@inproceedings{cit:alexnet,
title={Imagenet classification with deep convolutional neural networks},
author={Krizhevsky, Alex and Sutskever, Ilya and Hinton, Geoffrey E},
booktitle={Advances in neural information processing systems},
pages={1097--1105},
year={2012}
}
@inproceedings{cit:cnrparkclassification,
title={Car parking occupancy detection using smart camera networks and deep learning},
author={Amato, Giuseppe and Carrara, Fabio and Falchi, Fabrizio and Gennaro, Claudio and Vairo, Claudio},
booktitle={Computers and Communication (ISCC), 2016 IEEE Symposium on},
pages={1212--1217},
year={2016},
organization={IEEE}
}