Computer Vision Assisted Approaches to Detect Street Garbage from Citizen Generated Imagery

[1]  Kaiming He,et al.  Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[2]  Xindong Wu,et al.  Object Detection With Deep Learning: A Review , 2018, IEEE Transactions on Neural Networks and Learning Systems.

[3]  Matti Pietikäinen,et al.  Deep Learning for Generic Object Detection: A Survey , 2018, International Journal of Computer Vision.

[4]  Joseph E. A. Huddart,et al.  Citizen science: from detecting pollution to evaluating ecological restoration , 2016 .

[5]  Zhongzhao Xie,et al.  Street Object Detection Based on Faster R-CNN , 2018, 2018 37th Chinese Control Conference (CCC).

[6]  Shuyuan Yang,et al.  A Survey of Deep Learning-Based Object Detection , 2019, IEEE Access.

[7]  Roderic L. Jones,et al.  Validating novel air pollution sensors to improve exposure estimates for epidemiological analyses and citizen science , 2017, Environmental research.

[8]  J. Wilbanks,et al.  The Rise of Citizen Science in Health and Biomedical Research , 2019, The American journal of bioethics : AJOB.

[9]  J. Nugent.  iNaturalist: Citizen Science for 21st-Century Naturalists , 2018 .

[10]  Aditya Vashistha,et al.  Learning from Tweets: Opportunities and Challenges to Inform Policy Making During Dengue Epidemic , 2020, Proc. ACM Hum. Comput. Interact..

[11]  Jian Sun,et al.  Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[12]  Andreas Geiger,et al.  Are we ready for autonomous driving? The KITTI vision benchmark suite , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

[13]  Sergio L. Netto,et al.  A Survey on Performance Metrics for Object-Detection Algorithms , 2020, 2020 International Conference on Systems, Signals and Image Processing (IWSSIP).

[14]  Lisa M. Brown,et al.  A closer look at Faster R-CNN for vehicle detection , 2016, 2016 IEEE Intelligent Vehicles Symposium (IV).

[15]  Kaiming He,et al.  Focal Loss for Dense Object Detection , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

[16]  Ross B. Girshick,et al.  Fast R-CNN , 2015, 1504.08083.

[17]  Luc Van Gool,et al.  Domain Adaptive Faster R-CNN for Object Detection in the Wild , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[18]  Geoffrey E. Hinton,et al.  ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.