This content is not included in your SAE MOBILUS subscription, or you are not logged in.

Effect of Adherent Rain on Vision-Based Object Detection Algorithms

Journal Article
2020-01-0104
ISSN: 2641-9645, e-ISSN: 2641-9645
Published April 14, 2020 by SAE International in United States
Effect of Adherent Rain on Vision-Based Object Detection Algorithms
Sector:
Citation: Hamzeh, Y., El-Shair, Z., and Rawashdeh, S., "Effect of Adherent Rain on Vision-Based Object Detection Algorithms," SAE Int. J. Adv. & Curr. Prac. in Mobility 2(6):3051-3059, 2020, https://doi.org/10.4271/2020-01-0104.
Language: English

References

  1. Ford Motor Company 2018
  2. Garg , K. and Nayar , S.K. 2003
  3. Halimeh , J.C. and Roser , M. Raindrop Detection on Car Windshields Using Geometric-Photometric Environment Construction and Intensity-Based Correlation 2009 IEEE Intelligent Vehicles Symposium (IV), Xi’an Shaanxi, China 2009
  4. Chia , W.C. , Yeong , L.S. and Ch'ng , S.I. The Effect of Rainfall on Feature Points Extraction and Image Stitching International Conference on Information Science, Electronics and Electrical Engineering Sapporo, Japan 2014
  5. Barnum , P. , Kanade , T. , and Narasimhan , S.G. Spatio-Temporal Frequency Analysis for Removing Rain and Snow from Videos Workshop on Photometric Analysis For Computer Vision (PACV) Rio de Janeiro, Brazil 2007
  6. Liu , W. , Anguelov , D. , Erhan , D. , Szegedy , C. , Reed , S. , Fu , C.-Y. , and Berg , A.C. SSD:Single Shot MultiBox Detector European Conference on Computer Vision 2016
  7. Redmon , J. and Farhadi , A. Yolov 3: An Incremental Improvement 2018
  8. Rao , Y.R. , Prathapani , N. , and Nagabhooshanam , E. Application of Normalized Cross Correlation to Image Registration International Journal of Research in Engineering and Technology 3 5 12 16 2014
  9. Padfield , D. https://www.mathworks.com/matlabcentral/fileexchange/29005-generalized-normalized-cross-correlation October 1, 2019
  10. Wang , Z. , Bovik , A.C. , Sheikh , H.R. , and Simoncelli , E.P. Image Quality Assessment: From Error Visibility to Structural Similarity IEEE Transactions On Image Processing 13 4 600 612 April 4, 2004
  11. W. contributors 2019 https://en.wikipedia.org/w/index.php?title=Precision_and_recall&oldid=896900450 May 25, 2019
  12. LeCun , Y. , Bengio , Y. , and Hinton , G. Deep Learning Nature 521 7553 436 2015
  13. Szegedy , C. , Toshev , A. , and Erhan , D. Deep Neural Networks for Object Detection Advances in Neural Information Processing Systems 2013
  14. Chennupati , S. , Sistu , G. , Yogamani , S. , and Rawashdeh , S. Auxnet: Auxiliary Tasks Enhanced Semantic Segmentation for Automated Driving 2019
  15. Aladem , M. , Chennupati , S. , El-Shair , Z. , and Rawashdeh , S.A. A Comparative Study of Different CNN Encoders for Monocular Depth Prediction 2019 IEEE National Aerospace and Electronics Conference (NAECON) 2019
  16. Krizhevsky , A. , Sutskever , I. , and Hinton , G.E. Image Net Classification With Deep Convolutional Neural Networks Advances in Neural Information Processing Systems 2012
  17. Ren , S. , He , K. , Girshick , R. , and Sun , J. Faster r-cnn: Towards Real-Time Object Detection With Region Proposal Networks Advances in Neural Information Processing Systems 2015

Cited By