Low-level Sensor Fusion Network for 3D Vehicle Detection using Radar Range-Azimuth Heatmap and Monocular Image

[1]  J. Grizzle,et al.  Improvements to Target-Based 3D LiDAR to Camera Calibration , 2019, IEEE Access.

[2]  P. Newman,et al.  The Oxford Radar RobotCar Dataset: A Radar Extension to the Oxford RobotCar Dataset , 2019, 2020 IEEE International Conference on Robotics and Automation (ICRA).

[3]  Qiang Xu,et al.  nuScenes: A Multimodal Dataset for Autonomous Driving , 2019, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

[4]  Haopeng Li,et al.  Object Detection and 3d Estimation Via an FMCW Radar Using a Fully Convolutional Network , 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[5]  Michael Meyer,et al.  Deep Learning Based 3D Object Detection for Automotive Radar and Camera , 2019, 2019 16th European Radar Conference (EuRAD).

[6]  Amin Ansari,et al.  Vehicle Detection With Automotive Radar Using Deep Learning on Range-Azimuth-Doppler Tensors , 2019, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW).

[7]  Xiaoming Liu,et al.  M3D-RPN: Monocular 3D Region Proposal Network for Object Detection , 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

[8]  Raja Giryes,et al.  Deep Radar Detector , 2019, 2019 IEEE Radar Conference (RadarConf).

[9]  Paul Newman,et al.  Distant Vehicle Detection Using Radar and Vision , 2019, 2019 International Conference on Robotics and Automation (ICRA).

[10]  Xiaojun Jing,et al.  Deep Learning based Human Activity Classification in Radar Micro-Doppler Image , 2018, 2018 15th European Radar Conference (EuRAD).

[11]  Nojun Kwak,et al.  Human Detection by Deep Neural Networks Recognizing Micro-Doppler Signals of Radar , 2018, 2018 15th European Radar Conference (EuRAD).

[12]  Ruigang Yang,et al.  The ApolloScape Dataset for Autonomous Driving , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

[13]  Steven Lake Waslander,et al.  Joint 3D Proposal Generation and Object Detection from View Aggregation , 2017, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

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

[15]  Kaiming He,et al.  Mask R-CNN , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

[16]  Kaiming He,et al.  Feature Pyramid Networks for Object Detection , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[17]  Ji Wan,et al.  Multi-view 3D Object Detection Network for Autonomous Driving , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[18]  Qiao Wang,et al.  VirtualWorlds as Proxy for Multi-object Tracking Analysis , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[19]  Wei Liu,et al.  SSD: Single Shot MultiBox Detector , 2015, ECCV.

[20]  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.

[21]  Thomas Brox,et al.  U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.

[22]  Andrew Zisserman,et al.  Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.

[23]  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.

[24]  Hermann Rohling,et al.  Radar CFAR Thresholding in Clutter and Multiple Target Situations , 1983, IEEE Transactions on Aerospace and Electronic Systems.