Propagating Confidences through CNNs for Sparse Data Regression

30 May 2018

Abdelrahman Eldesokey

Papers citing "Propagating Confidences through CNNs for Sparse Data Regression"

24 / 24 papers shown

Title
Progressive Depth Decoupling and Modulating for Flexible Depth Completion Zhiwen Yang Jiehua Zhang Liang-Sheng Li Chenggang Yan Yaoqi Sun Haibing Yin 38 2 0 15 May 2024
A Concise but High-performing Network for Image Guided Depth Completion in Autonomous Driving Moyun Liu Bing Chen Youping Chen Jingming Xie Lei Yao Yang Zhang Joey Tianyi Zhou 3DV 26 0 0 29 Jan 2024
Prior based Sampling for Adaptive LiDAR Amit Shomer S. Avidan 3DV 3DPC MDE 34 1 0 14 Apr 2023
ActSafe: Predicting Violations of Medical Temporal Constraints for Medication Adherence Parker Seegmiller Joseph Gatto Abdullah Mamun Hassan Ghasemzadeh Diane J. Cook John A. Stankovic S. Preum 9 1 0 17 Jan 2023
GraphCSPN: Geometry-Aware Depth Completion via Dynamic GCNs Xin Liu Xiaofei Shao Boqian Wang Yali Li Shengjin Wang GNN 32 32 0 19 Oct 2022
Learning an Efficient Multimodal Depth Completion Model Dewang Hou Yuanyuan Du Kai Zhao Yang Zhao 25 5 0 23 Aug 2022
Deep Depth Completion from Extremely Sparse Data: A Survey Junjie Hu Chenyu Bao Mete Ozay Chenyou Fan Qing Gao Honghai Liu Tin Lun Lam 3DV 3DPC 19 54 0 11 May 2022
Improving Monocular Visual Odometry Using Learned Depth Libo Sun Wei Yin Enze Xie Zhengrong Li Changming Sun Chunhua Shen MDE 24 26 0 04 Apr 2022
SelfTune: Metrically Scaled Monocular Depth Estimation through Self-Supervised Learning Jaehoon Choi Dongki Jung Yonghan Lee Deok-Won Kim Dinesh Manocha Donghwan Lee MDE SSL 21 5 0 10 Mar 2022
Self-Supervised Depth Completion for Active Stereo Frederik Warburg Daniel Hernandez-Juarez J. Tarrio Alexander Vakhitov Ujwal D. Bonde P. Alcantarilla 3DV MDE 26 5 0 07 Oct 2021
Monocular Depth Estimation Primed by Salient Point Detection and Normalized Hessian Loss Lam Huynh Matteo Pedone Phong H. Nguyen Jirí Matas Esa Rahtu J. Heikkilä MDE 3DPC 15 3 0 25 Aug 2021
Unsupervised Depth Completion with Calibrated Backprojection Layers A. Wong Stefano Soatto 3DV MDE 3DPC 14 93 0 24 Aug 2021
A Surface Geometry Model for LiDAR Depth Completion Yiming Zhao Lin Bai Ziming Zhang Xinming Huang 3DV 3DPC 28 32 0 17 Apr 2021
Bayesian Deep Basis Fitting for Depth Completion with Uncertainty Chao Qu Wenxin Liu Camillo J. Taylor UQCV BDL 19 31 0 29 Mar 2021
PENet: Towards Precise and Efficient Image Guided Depth Completion Mu Hu Shuling Wang Bin Li Shiyu Ning Li Fan Xiaojin Gong MDE 100 273 0 01 Mar 2021
Normalized Convolution Upsampling for Refined Optical Flow Estimation Abdelrahman Eldesokey M. Felsberg 28 12 0 13 Feb 2021
Deformable spatial propagation network for depth completion Z. Xu Hongche Yin Jian Yao 3DV MDE 9 66 0 08 Jul 2020
Pseudo-LiDAR Point Cloud Interpolation Based on 3D Motion Representation and Spatial Supervision Haojie Liu K. Liao Chunyu Lin Yao Zhao Yulan Guo 3DPC 65 29 0 20 Jun 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies Yu Huang Yue Chen 3DPC 43 82 0 10 Jun 2020
Depth Completion via Deep Basis Fitting Chao Qu Ty Nguyen Camillo J. Taylor 13 38 0 21 Dec 2019
Learning Geometrically Consistent Mesh Corrections Stefan Saftescu Paul Newman 3DV 19 1 0 08 Sep 2019
Enhancing self-supervised monocular depth estimation with traditional visual odometry Lorenzo Andraghetti Panteleimon Myriokefalitakis Pier Luigi Dovesi Belén Luque Matteo Poggi Alessandro Pieropan S. Mattoccia MDE 30 41 0 08 Aug 2019
Conf-Net: Toward High-Confidence Dense 3D Point-Cloud with Error-Map Prediction Hamid Hekmatian Jingfu Jin S. Al-Stouhi 3DPC 3DV 19 4 0 23 Jul 2019
Confidence Propagation through CNNs for Guided Sparse Depth Regression Yi Shi M. Felsberg Jason H. Li 3DV 22 187 0 05 Nov 2018