Deep Learning Publication Navigator - subtopic: lidar


Year TitleAuthor
2017   A comparison on multiple level features for fusion hyperspectral and LiDAR data  W Liao, A Pizurica, R Luo, W Philips
2017   Cone Detection using a Combination of LiDAR and Vision-based Machine Learning  N Messikommer, S Schaefer, R Dubé, M Pfeiffer 
2017   Towards Stable Adversarial Feature Learning for LiDAR based Loop Closure Detection  L Xu, P Yin, H Luo, Y Liu, J Han 
2017   Building Extraction Based on an Optimized Stacked Sparse Autoencoder of Structure and Training Samples Using LIDAR DSM and Optical Images  Y Yan, Z Tan, N Su, C Zhao
2017   SqueezeSeg: Convolutional Neural Nets with Recurrent CRF for Real-Time Road-Object Segmentation from 3D LiDAR Point Cloud  B Wu, A Wan, X Yue, K Keutzer 
2017   Deep Semantic Classification for 3D LiDAR Data  A Dewan, GL Oliveira, W Burgard
2016   Hyperspectral and LiDAR Data Fusion Using Extinction Profiles and Deep Convolutional Neural Network  P Ghamisi, B Höfle, XX Zhu
2016   Knowledge Based 3d Building Model Recognition Using Convolutional Neural Networks from LIDAR and Aerial Imageries  F Alidoost, H Arefi
2016   Robust detection of non-motorized road users using deep learning on optical and LIDAR data  T Kim, J Ghosh
2016   Fusing LIDAR and images for pedestrian detection using convolutional neural networks  J Schlosser, CK Chow, Z Kira
2016   Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest–Part A: 2-D Contest  M Campos
2016   Online vehicle detection using deep neural networks and lidar based preselected image patches  S Lange, F Ulbrich, D Goehring
2015   3D Convolutional Neural Networks for Landing Zone Detection from LiDAR  D Maturana, S Scherer
2015   Deep learning-based tree classification using mobile LiDAR data  H Guan, Y Yu, Z Ji, J Li, Q Zhang
2014   Hybrid Ensemble Classification of Tree Genera Using Airborne LiDAR Data  C Ko, G Sohn, TK Remmel, J Miller