Semi-Supervised Deep Learning for Monocular Depth Map Prediction

9 February 2017

Papers citing "Semi-Supervised Deep Learning for Monocular Depth Map Prediction"

50 / 284 papers shown

Title
AR-NeRF: Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields Takuhiro Kaneko 32 14 0 13 Jun 2022
Learning Monocular Depth Estimation via Selective Distillation of Stereo Knowledge Kyeongseob Song Kuk-Jin Yoon MDE 25 6 0 18 May 2022
Efficient Stereo Depth Estimation for Pseudo LiDAR: A Self-Supervised Approach Based on Multi-Input ResNet Encoder Sabir Hossain Xianke Lin 3DPC MDE 36 8 0 17 May 2022
Creating a Forensic Database of Shoeprints from Online Shoe Tread Photos Samia Shafique Bailey Kong Shu Kong Charless C. Fowlkes 11 3 0 04 May 2022
GeoRefine: Self-Supervised Online Depth Refinement for Accurate Dense Mapping Pan Ji Qingan Yan Yuxin Ma Yi Tian Xu MDE 39 11 0 03 May 2022
Outdoor Monocular Depth Estimation: A Research Review Pulkit Vyas Chirag Saxena Anwesh Badapanda Anurag Goswami MDE 37 14 0 03 May 2022
Multi-Frame Self-Supervised Depth with Transformers Vitor Campagnolo Guizilini Rares Ambrus Di Chen Sergey Zakharov Adrien Gaidon ViT MDE 25 84 0 15 Apr 2022
SurroundDepth: Entangling Surrounding Views for Self-Supervised Multi-Camera Depth Estimation Yi Wei Linqing Zhao Wenzhao Zheng Zheng Hua Zhu Yongming Rao Guan Huang Jiwen Lu Jie Zhou MDE 42 67 0 07 Apr 2022
Pyramid Frequency Network with Spatial Attention Residual Refinement Module for Monocular Depth Estimation Zhengyang Lu Ying Chen MDE 21 13 0 05 Apr 2022
P3Depth: Monocular Depth Estimation with a Piecewise Planarity Prior Vaishakh Patil Daniel Gehrig Alexander Liniger Luc Van Gool MDE 19 128 0 05 Apr 2022
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation Zhenyu Li Xuyang Wang Xianming Liu Junjun Jiang MDE 31 192 0 03 Apr 2022
Disentangling Object Motion and Occlusion for Unsupervised Multi-frame Monocular Depth Ziyue Feng Liang Yang Longlong Jing Haiyan Wang Yingli Tian Bing Li MDE 34 62 0 29 Mar 2022
On the Viability of Monocular Depth Pre-training for Semantic Segmentation Dong Lao Fengyu Yang Daniel Wang Hyoungseob Park Samuel Lu Alex Wong Stefano Soatto MDE 31 0 0 26 Mar 2022
Semi-Supervised Learning with Mutual Distillation for Monocular Depth Estimation Jongbeom Baek Gyeongnyeon Kim Seung Wook Kim FedML MDE 33 12 0 18 Mar 2022
Light Robust Monocular Depth Estimation For Outdoor Environment Via Monochrome And Color Camera Fusion Hyeonsoo Jang Yeongmin Ko Younkwan Lee M. Jeon MDE 25 1 0 24 Feb 2022
Joint Learning of Frequency and Spatial Domains for Dense Predictions Shaocheng Jia Wei-Ting Yao 33 0 0 18 Feb 2022
Multi-view Monocular Depth and Uncertainty Prediction with Deep SfM in Dynamic Environments Christian Homeyer Oliver Lange Christoph Schnörr MDE 15 3 0 21 Jan 2022
Disentangled Latent Transformer for Interpretable Monocular Height Estimation Zhitong Xiong Sining Chen Sining Chen Yilei Shi Xiaoxiang Zhu ViT 24 6 0 17 Jan 2022
Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking Jin Gao Yan Lu Xiaojuan Qi Yutong Kou Bing Li Liang Li Shan Yu Weiming Hu 16 1 0 28 Dec 2021
Improving Depth Estimation using Location Information A. Zaitoon H. A. E. Munim H. Abbas MDE 16 0 0 27 Dec 2021
NVS-MonoDepth: Improving Monocular Depth Prediction with Novel View Synthesis Z. Bauer Zuoyue Li S. Orts-Escolano M. Cazorla Marc Pollefeys Martin R. Oswald MDE 24 10 0 22 Dec 2021
3D Hierarchical Refinement and Augmentation for Unsupervised Learning of Depth and Pose from Monocular Video Guangming Wang Jiquan Zhong Shijie Zhao Wenhua Wu Zhe Liu Hesheng Wang MDE 32 21 0 06 Dec 2021
Learning Multiple Dense Prediction Tasks from Partially Annotated Data Weihong Li Xialei Liu Hakan Bilen 50 40 0 29 Nov 2021
MobileXNet: An Efficient Convolutional Neural Network for Monocular Depth Estimation Xingshuai Dong Matthew A. Garratt S. Anavatti H. Abbass 38 13 0 24 Nov 2021
MonoPLFlowNet: Permutohedral Lattice FlowNet for Real-Scale 3D Scene FlowEstimation with Monocular Images Runfa Li Truong Thao Nguyen 3DPC 22 1 0 24 Nov 2021
ColDE: A Depth Estimation Framework for Colonoscopy Reconstruction Yubo Zhang Jan-Michael Frahm S. Ehrenstein Sarah K. McGill J. Rosenman Shuxian Wang Stephen M. Pizer 25 10 0 19 Nov 2021
Towards Real-Time Monocular Depth Estimation for Robotics: A Survey Xingshuai Dong Matthew A. Garratt S. Anavatti H. Abbass 17 100 0 16 Nov 2021
CamLessMonoDepth: Monocular Depth Estimation with Unknown Camera Parameters Sai Shyam Chanduri Zeeshan Khan Suri Igor Vozniak Christian Müller MDE 34 12 0 27 Oct 2021
Estimating Image Depth in the Comics Domain Deblina Bhattacharjee Martin Nicolas Everaert Mathieu Salzmann Sabine Süsstrunk MDE 52 8 0 07 Oct 2021
Fail-Safe Human Detection for Drones Using a Multi-Modal Curriculum Learning Approach A. Safa Tim Verbelen I. Ocket A. Bourdoux F. Catthoor Georges G. E. Gielen 43 14 0 28 Sep 2021
Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation Rui Peng Ronggang Wang Yawen Lai Luyang Tang Yangang Cai MDE 71 73 0 26 Sep 2021
Weakly-Supervised Monocular Depth Estimationwith Resolution-Mismatched Data Jialei Xu Yuanchao Bai Xianming Liu Junjun Jiang Xiangyang Ji MDE 46 5 0 23 Sep 2021
Advancing Self-supervised Monocular Depth Learning with Sparse LiDAR Ziyue Feng Longlong Jing Peng Yin Yingli Tian Bing Li MDE SSL 44 28 0 20 Sep 2021
LiDARTouch: Monocular metric depth estimation with a few-beam LiDAR Florent Bartoccioni Éloi Zablocki P. Pérez Matthieu Cord Alahari Karteek MDE 29 20 0 08 Sep 2021
Unsupervised Monocular Depth Perception: Focusing on Moving Objects Hualie Jiang Laiyan Ding Zhenglong Sun Rui Huang MDE 21 8 0 30 Aug 2021
A Weakly-Supervised Depth Estimation Network Using Attention Mechanism Fang Gao Jiabao Wang Jun Yu Yaoxiong Wang Feng Shuang 13 0 0 10 Jul 2021
Fractal Pyramid Networks Z. Deng Huimin Yu Yangqi Long SSeg 27 3 0 28 Jun 2021
Unsupervised Learning of Depth and Depth-of-Field Effect from Natural Images with Aperture Rendering Generative Adversarial Networks Takuhiro Kaneko GAN 38 5 0 24 Jun 2021
EdgeConv with Attention Module for Monocular Depth Estimation Minhyeok Lee Sangwon Hwang Chaewon Park Sangyoun Lee MDE 3DPC 13 17 0 16 Jun 2021
Self-supervised Depth Estimation Leveraging Global Perception and Geometric Smoothness Using On-board Videos Shaocheng Jia Xin Pei W. Yao S. Wong 3DPC MDE 48 19 0 07 Jun 2021
Self-Supervised Learning of Domain Invariant Features for Depth Estimation Hiroyasu Akada S. Bhat Ibraheem Alhashim Peter Wonka OOD SSL MDE 36 15 0 04 Jun 2021
Unsupervised Scale-consistent Depth Learning from Video Jiawang Bian Huangying Zhan Naiyan Wang Zhichao Li Le Zhang Chunhua Shen Ming-Ming Cheng Ian Reid MDE 24 172 0 25 May 2021
Moving SLAM: Fully Unsupervised Deep Learning in Non-Rigid Scenes Dan Xu Andrea Vedaldi Joao F. Henriques 14 14 0 05 May 2021
Cuboids Revisited: Learning Robust 3D Shape Fitting to Single RGB Images Florian Kluger H. Ackermann Eric Brachmann M. Yang Bodo Rosenhahn 3DV 30 24 0 05 May 2021
H-Net: Unsupervised Attention-based Stereo Depth Estimation Leveraging Epipolar Geometry Baoru Huang Jian-Qing Zheng Stamatia Giannarou Daniel Elson MDE 39 19 0 22 Apr 2021
Single Image Depth Estimation: An Overview Alican Mertan D. Duff Gözde B. Ünal MoMe 13 79 0 13 Apr 2021
VR3Dense: Voxel Representation Learning for 3D Object Detection and Monocular Dense Depth Reconstruction Shubham Shrivastava 3DPC MDE 36 1 0 13 Apr 2021
VGF-Net: Visual-Geometric Fusion Learning for Simultaneous Drone Navigation and Height Mapping Yilin Liu Ke Xie Hui Huang 28 19 0 07 Apr 2021
S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation Xiaotian Chen Yuwang Wang Xuejin Chen Wenjun Zeng 3DV 3DPC MDE 31 54 0 02 Apr 2021
Showing Academic Performance Predictions during Term Planning: Effects on Students' Decisions, Behaviors, and Preferences Gerda Bortsova Luis Galárraga Katherine Chiluiza 69 20 0 31 Mar 2021