Self Driving Cars
- 3D Fully Convolutional Network for Vehicle Detection in Point Cloud
- BoxCars: Improving Vehicle Fine-Grained Recognition using 3D Bounding Boxes in Traffic Surveillance
- Multi-View 3D Object Detection Network for Autonomous Driving code at https://github.com/MarvinTeichmann/KittiBox
Unclassified Papers
- Unsupervised Depth Estimation. [Garg, ECCV '16]
- LIDAR point upsampling. [Schneider, Arxiv '16]
- Unified multi-scale CNN. (KITTI: 8th car, 1st ped) [Cai, ECCV '16] [Home] [Code] [Video]
- Subcategory-aware CNN. (KITTI: 7th car, 3rd ped)) [Xiang, Arxiv '16] [Home]
- Exploit all layers. (KITTI: 10th car, 5th ped) [Yang, CVPR '16] [Home]
- 2D/3D Sensor Exploitation and Fusion for Enhanced Object Detection (Similar to ours) [Xu, CVPRW '14]
Deep Residual Learning for Image Recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian SunYou Only Look Once: Unified, Real-Time Object Detection
Joseph Redmon, Santosh Divvala, Ross Girshick, Ali FarhadiReal-Time Salient Object Detection With a Minimum Spanning Tree
Wei-Chih Tu, Shengfeng He, Qingxiong Yang, Shao-Yi ChienAdaptive Object Detection Using Adjacency and Zoom Prediction
Yongxi Lu, Tara Javidi, Svetlana LazebnikG-CNN: An Iterative Grid Based Object Detector
Mahyar Najibi, Mohammad Rastegari, Larry S. DavisThree-Dimensional Object Detection and Layout Prediction using Clouds of Oriented Gradients
Zhile Ren and Erik B. SudderthCompact Bilinear Pooling
Yang Gao, Oscar Beijbom, Ning Zhang, Trevor DarrellStructured Receptive Fields in CNNs
Jorn-Henrik Jacobsen, Jan van Gemert, Zhongyu Lou, Arnold W. M. SmeuldersConvolutional Pose Machines
Shih-En Wei, Varun Ramakrishna, Takeo Kanade, Yaser SheikhBottom-Up and Top-Down Reasoning With Hierarchical Rectified Gaussians
Peiyun Hu, Deva RamananLocNet: Improving Localization Accuracy for Object Detection
Spyros Gidaris, Nikos KomodakisReinforcement Learning for Visual Object Detection
Stefan Mathe, Aleksis Pirinen, Cristian SminchisescuTraining Region-Based Object Detectors With Online Hard Example Mining
Abhinav Shrivastava, Abhinav Gupta, Ross Girshick