Try Mobilus Beta
Search tips
 This content is not included in your SAE MOBILUS subscription, or you are not logged in.

Application Study of Blind Spot Monitoring System Realized by Monocular Camera with CNN Depth Cues Extraction Approach

Journal Article
12-02-04-0016
ISSN: 2574-0741, e-ISSN: 2574-075X
DOI: https://doi.org/10.4271/12-02-04-0016
Published December 17, 2019 by SAE International in United States
Application Study of Blind Spot Monitoring System Realized by Monocular Camera with CNN Depth Cues Extraction Approach
Sector:
Citation: Guo, Y., Kumazawa, I., and Kaku, C., "Application Study of Blind Spot Monitoring System Realized by Monocular Camera with CNN Depth Cues Extraction Approach," SAE Intl. J CAV 2(4):219-232, 2019, https://doi.org/10.4271/12-02-04-0016.
Language: English

References

  1. Kimura H.
  2. Cicchino , J.B. Effects of Blind Spot Monitoring Systems on Police-Reported Lane-Change Crashes Traffic Injury Prevention 19 6 615 622 2018 10.1080/15389588.2018.1476973
  3. Cicchino , J.B. Effectiveness of Forward Collision Warning and Autonomous Emergency Braking Systems in Reducing Front-to-Rear Crash Rates Accident Analysis & Prevention 99 Pt A 142 152 2017 10.1016/j.aap.2016.11.009
  4. Ko , J. , Kim , M. , and Kim , C. 2D-to-3D Stereoscopic Conversion: Depth-Map Estimation in a 2D Single-View Image Proceedings of SPIE San Diego, CA 2007 6696
  5. Saxena , A. , Chung , S.H. , and Ng , A.Y. Learning Depth from Single Monocular Images Stanford, CA Computer Science Department, Stanford University
  6. Wei , Q. Converting 2D to 3D: A Survey the Netherlands Information and Communication Theory Group, Delft Univ. of Technology 2005
  7. Godard , C. , Aodha , O. , and Brostow , G.J. Unsupervised Monocular Depth Estimation with Left-Right Consistency Compter Science & Computer Vision Apr. 12, 2017
  8. Huang , X. , Wang , L. , Huang , J. , Li , D. , and Zhang , M. A Depth Extraction Method Based on Motion and Geometry for 2D to 3D Conversion Third International Symposium on Intelligent Information Technology Application Nanchang, China 2009 294 298
  9. Tsai , T.-H. and Fan , C.-S. Monocular Vision-Based Depth Map Extraction Method for 2D to 3D Video Conversion EURASIP Journal on Image and Video Processing 21 2016 10.1186/s13640-016-0121-x
  10. Han Kyuseo and Hong Kihyun Geometric and Texture Cue Based Depth-map Estimation for 2D-3D Image Conversion 2011 IEEE International Conference on Consumer Electronics (ICCE) Berlin Germany 2011
  11. Hazirbas , C. , Leal-Taix’e , L. , and Cremers , D. April 2017
  12. Mather , G. The Use of Image Blur as a Depth Cue Perception 26 1147 1158 1997
  13. Guo , Y. Aug. 2017
  14. Guo , Y. , Kumazawa , I. , and Kaku , C. Blind Spot Obstacle Detection from Monocular Camera Images with Depth Cues Extracted by CNN Automotive Innovation Engineering 1 4 362 373 November 2018
  15. Fleurett , F. and Geman , D. Coarse-to-Fine Face Detection International Journal of Computer Vision 41 1/2 85 107 2001
  16. Hua , J.-Z. , Wang , J.-G. , Peng , H.-Q. , and Yang , J.-Y. A Novel Edge Detection Method Based on PCA International Journal of Advancements in Computing Technology 3 3 April 2011
  17. Cheng , B.Y. , Wu , M.Z. , and Zhang , Q.X. Research and Implementation of Integer DCT in H.264 Based on DSP Journal of Harbin University of Science and Technology 05 27 30 2009

Cited By

Recommended Content

Technical Paper Autonomous Vehicles Camera Blinding Attack Detection Using Sequence Modelling and Predictive Analytics
Journal Article Analysis of LiDAR and Camera Data in Real-World Weather Conditions for Autonomous Vehicle Operations
Technical Paper Comfortable Automated Emergency Brake for Urban Traffic Light Based on DSRC and On-Board Sensors