Soft-Weighted-Average Ensemble Vehicle Detection Method Based on Single-Stage and Two-Stage Deep Learning Models
暂无分享,去创建一个
Long Chen | Hai Wang | Chen Xiaobo | Yijie Yu | Li Yicheng | Yingfeng Cai | Long Chen | Yingfeng Cai | Hai Wang | Chen Xiaobo | L. Yicheng | Yijie Yu
[1] Leo Breiman,et al. Bagging Predictors , 1996, Machine Learning.
[2] Geoffrey E. Hinton,et al. On the importance of initialization and momentum in deep learning , 2013, ICML.
[3] Ze Liu,et al. Vehicle Detection by Fusing Part Model Learning and Semantic Scene Information for Complex Urban Surveillance , 2018, Sensors.
[4] 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.
[5] Robert E. Schapire,et al. Explaining AdaBoost , 2013, Empirical Inference.
[6] Wei Liu,et al. SSD: Single Shot MultiBox Detector , 2015, ECCV.
[7] Gosuke Ohashi,et al. Vision-Based Nighttime Vehicle Detection Using CenSurE and SVM , 2015, IEEE Transactions on Intelligent Transportation Systems.
[8] Ross B. Girshick,et al. Focal Loss for Dense Object Detection , 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[9] Yingfeng Cai,et al. Scene-Adaptive Vehicle Detection Algorithm Based on a Composite Deep Structure , 2017, IEEE Access.
[10] Yingfeng Cai,et al. A Vehicle Recognition Algorithm Based on Deep Transfer Learning with a Multiple Feature Subspace Distribution , 2018, Sensors.
[11] Paulo Peixoto,et al. DepthCN: Vehicle detection using 3D-LIDAR and ConvNet , 2017, 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC).
[12] Matthew D. Zeiler. ADADELTA: An Adaptive Learning Rate Method , 2012, ArXiv.
[13] S. Shalev-Shwartz,et al. Stochastic Gradient Descent , 2014 .
[14] Li Fei-Fei,et al. ImageNet: A large-scale hierarchical image database , 2009, CVPR.
[15] Yunhong Wang,et al. Receptive Field Block Net for Accurate and Fast Object Detection , 2017, ECCV.
[16] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[17] Kaiming He,et al. Group Normalization , 2018, ECCV.
[18] Yi Li,et al. R-FCN: Object Detection via Region-based Fully Convolutional Networks , 2016, NIPS.
[19] Yoav Freund,et al. A decision-theoretic generalization of on-line learning and an application to boosting , 1995, EuroCOLT.
[20] Ali Farhadi,et al. YOLOv3: An Incremental Improvement , 2018, ArXiv.
[21] Larry S. Davis,et al. Soft-NMS — Improving Object Detection with One Line of Code , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).
[22] Andreas Geiger,et al. Vision meets robotics: The KITTI dataset , 2013, Int. J. Robotics Res..
[23] Hao Chen,et al. FCOS: Fully Convolutional One-Stage Object Detection , 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).
[24] Ze Liu,et al. Saliency-Based Pedestrian Detection in Far Infrared Images , 2017, IEEE Access.
[25] Jianqiang Wang,et al. Object Classification Using CNN-Based Fusion of Vision and LIDAR in Autonomous Vehicle Environment , 2018, IEEE Transactions on Industrial Informatics.
[26] Fuchun Sun,et al. HyperNet: Towards Accurate Region Proposal Generation and Joint Object Detection , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[27] Linhui Li,et al. Traffic Scene Segmentation Based on RGB-D Image and Deep Learning , 2018, IEEE Transactions on Intelligent Transportation Systems.
[28] Tong Boon Tang,et al. Vehicle Detection Techniques for Collision Avoidance Systems: A Review , 2015, IEEE Transactions on Intelligent Transportation Systems.
[29] Haibin Ling,et al. Differential Features for Pedestrian Detection: A Taylor Series Perspective , 2019, IEEE Transactions on Intelligent Transportation Systems.
[30] Yingfeng Cai,et al. Salient object detection based on multi-scale contrast , 2018, Neural Networks.
[31] Jannik Fritsch,et al. A new performance measure and evaluation benchmark for road detection algorithms , 2013, 16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013).
[32] Lei Zhu,et al. Pedestrian Proposal and Refining Based on the Shared Pixel Differential Feature , 2019, IEEE Transactions on Intelligent Transportation Systems.
[33] Kaiming He,et al. Feature Pyramid Networks for Object Detection , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[34] Nuno Vasconcelos,et al. Cascade R-CNN: Delving Into High Quality Object Detection , 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.