Learning an Efficient Multimodal Depth Completion Model

23 August 2022

Papers citing "Learning an Efficient Multimodal Depth Completion Model"

31 / 31 papers shown

Title
Dynamic Spatial Propagation Network for Depth Completion Y. Lin T. Cheng Qianglong Zhong Wending Zhou Huanhuan Yang 68 118 0 20 Feb 2022
DenseLiDAR: A Real-Time Pseudo Dense Depth Guided Depth Completion Network Jiaqi Gu Z. Xiang Yuwen Ye Lingxuan Wang 3DV MDE 100 51 0 28 Aug 2021
RigNet: Repetitive Image Guided Network for Depth Completion Zhiqiang Yan Kun Wang Xiang Li Zhenyu Zhang Jun Li Jian Yang 3DV VLM 60 119 0 29 Jul 2021
PENet: Towards Precise and Efficient Image Guided Depth Completion Mu Hu Shuling Wang Bin Li Shiyu Ning Li Fan Xiaojin Gong MDE 125 277 0 01 Mar 2021
Learning Joint 2D-3D Representations for Depth Completion Yuxiang Chen Binh Yang Ming Liang R. Urtasun 3DV SSL MDE 72 172 0 22 Dec 2020
Depth Completion via Inductive Fusion of Planar LIDAR and Monocular Camera Chen Fu Chiyu Dong Christoph Mertz John M. Dolan 3DV 3DPC MDE 43 34 0 03 Sep 2020
Adaptive Context-Aware Multi-Modal Network for Depth Completion Shanshan Zhao Biwei Huang Huan Fu Dacheng Tao 62 155 0 25 Aug 2020
SSGP: Sparse Spatial Guided Propagation for Robust and Generic Interpolation René Schuster Oliver Wasenmüller C. Unger D. Stricker 34 24 0 21 Aug 2020
Non-Local Spatial Propagation Network for Depth Completion Jinsun Park Kyungdon Joo Zhe Hu Chi Liu In So Kweon 3DV MDE 105 324 0 20 Jul 2020
Deformable spatial propagation network for depth completion Z. Xu Hongche Yin Jian Yao 3DV MDE 40 67 0 08 Jul 2020
Uncertainty-Aware CNNs for Depth Completion: Uncertainty from Beginning to End Abdelrahman Eldesokey Michael Felsberg Karl Holmquist M. Persson BDL UQCV 41 113 0 05 Jun 2020
ReZero is All You Need: Fast Convergence at Large Depth Thomas C. Bachlechner Bodhisattwa Prasad Majumder H. H. Mao G. Cottrell Julian McAuley AI4CE 66 279 0 10 Mar 2020
CSPN++: Learning Context and Resource Aware Convolutional Spatial Propagation Networks for Depth Completion Xinjing Cheng Peng Wang Chenye Guan Ruigang Yang 63 223 0 13 Nov 2019
Depth Completion from Sparse LiDAR Data with Depth-Normal Constraints Yan Xu Xinge Zhu Jianping Shi Guofeng Zhang Hujun Bao Hongsheng Li 3DV 46 226 0 15 Oct 2019
Learning Guided Convolutional Network for Depth Completion Jie Tang Fei-Peng Tian Wei Feng Jian Li P. Tan 3DV 52 237 0 03 Aug 2019
Deep RGB-D Canonical Correlation Analysis For Sparse Depth Completion Yiqi Zhong Cho-Ying Wu Suya You Ulrich Neumann 3DV 47 37 0 21 Jun 2019
Depth Coefficients for Depth Completion S. Imran Yunfei Long Xiaoming Liu Daniel Morris 48 94 0 13 Mar 2019
Sparse and noisy LiDAR completion with RGB guidance and uncertainty Wouter Van Gansbeke D. Neven Bert De Brabandere Luc Van Gool 3DV 59 251 0 14 Feb 2019
Dense Depth Posterior (DDP) from Single Image and Sparse Range Yanchao Yang A. Wong Stefano Soatto 60 143 0 28 Jan 2019
DeepLiDAR: Deep Surface Normal Guided Depth Prediction for Outdoor Scene from Sparse LiDAR Data and Single Color Image Jiaxiong Qiu Zhaopeng Cui Yinda Zhang Xingdi Zhang Shuaicheng Liu B. Zeng Marc Pollefeys 3DV 3DPC MDE 69 369 0 02 Dec 2018
Learning Depth with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang 3DV 3DPC MDE 94 315 0 04 Oct 2018
Sparse and Dense Data with CNNs: Depth Completion and Semantic Segmentation M. Jaritz Raoul de Charette É. Wirbel Xavier Perrotton F. Nashashibi 3DPC 3DV MDE 51 268 0 02 Aug 2018
Depth Estimation via Affinity Learned with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang MDE 89 322 0 01 Aug 2018
Propagating Confidences through CNNs for Sparse Data Regression Abdelrahman Eldesokey Michael Felsberg Fahad Shahbaz Khan 3DV 53 115 0 30 May 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 169 19,204 0 13 Jan 2018
Learning Affinity via Spatial Propagation Networks Sifei Liu Shalini De Mello Liang Feng Guangyu Zhong Ming-Hsuan Yang Jan Kautz 71 284 0 03 Oct 2017
Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image Fangchang Ma S. Karaman MDE 3DV 78 587 0 21 Sep 2017
Sparsity Invariant CNNs J. Uhrig N. Schneider Lukas Schneider Uwe Franke Thomas Brox Andreas Geiger 124 826 0 22 Aug 2017
Parse Geometry from a Line: Monocular Depth Estimation with Partial Laser Observation Yiyi Liao Lichao Huang Yue Wang S. Kodagoda Yinan Yu Yang Liu MDE 60 102 0 17 Oct 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 314 5,218 0 16 Sep 2016
Deep multi-scale video prediction beyond mean square error Michaël Mathieu Camille Couprie Yann LeCun GAN 122 1,881 0 17 Nov 2015