Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue

16 March 2016

Papers citing "Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue"

50 / 293 papers shown

Title
Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-supervised Learning I. Yun Hyuk-Jae Lee Chae-Eun Rhee ViT MDE 25 27 0 22 Sep 2021
RVMDE: Radar Validated Monocular Depth Estimation for Robotics Muhamamd Ishfaq Hussain M. Rafique M. Jeon MDE 33 11 0 11 Sep 2021
RGB-D Salient Object Detection with Ubiquitous Target Awareness Yifan Zhao Jiawei Zhao Jia Li Xiaowu Chen 53 46 0 08 Sep 2021
SLIDE: Single Image 3D Photography with Soft Layering and Depth-aware Inpainting Varun Jampani Huiwen Chang Kyle Sargent Abhishek Kar Richard Tucker ... D. Kaeser William T. Freeman D. Salesin Brian L. Curless Ce Liu 42 52 0 02 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
Lightweight Monocular Depth with a Novel Neural Architecture Search Method Lam Huynh Phong H. Nguyen Jirí Matas Esa Rahtu J. Heikkilä 29 10 0 25 Aug 2021
A Hybrid Sparse-Dense Monocular SLAM System for Autonomous Driving Louis Gallagher V. Kumar S. Yogamani J. McDonald MDE 31 18 0 17 Aug 2021
Self-supervised Learning of Occlusion Aware Flow Guided 3D Geometry Perception with Adaptive Cross Weighted Loss from Monocular Videos Jiaojiao Fang Guizhong Liu 3DPC SSL 24 0 0 09 Aug 2021
MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments Pan Ji Runze Li B. Bhanu Yi Tian Xu MDE 29 69 0 26 Jul 2021
DOVE: Learning Deformable 3D Objects by Watching Videos Shangzhe Wu Tomas Jakab Christian Rupprecht Andrea Vedaldi 3DH 36 60 0 22 Jul 2021
Self-Supervised Generative Adversarial Network for Depth Estimation in Laparoscopic Images Baoru Huang Jian-Qing Zheng A. Nguyen D. Tuch Kunal N. Vyas Stamatia Giannarou Daniel Elson GAN MedIm MDE 26 36 0 09 Jul 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
Single View Physical Distance Estimation using Human Pose Xiaohan Fei Henry Wang Xiangyu Zeng L. Cheong Meng Wang Joseph Tighe 17 9 0 18 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
The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth Jamie Watson Oisin Mac Aodha V. Prisacariu Gabriel J. Brostow Michael Firman MDE 42 265 0 29 Apr 2021
Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Qin Wang Dengxin Dai Lukas Hoyer Luc Van Gool Olga Fink OOD MDE 58 139 0 28 Apr 2021
Geometry-Free View Synthesis: Transformers and no 3D Priors Robin Rombach Patrick Esser Bjorn Ommer ViT 22 93 0 15 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
Stereo Matching by Self-supervision of Multiscopic Vision Weihao Yuan Yazhan Zhang Bingkun Wu Siyu Zhu P. Tan M. Y. Wang Qifeng Chen MDE 20 20 0 09 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
Unsupervised Learning of Monocular Depth and Ego-Motion Using Multiple Masks Guangming Wang Hesheng Wang Yiling Liu Weidong Chen MDE 28 34 0 01 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
Generalizing to the Open World: Deep Visual Odometry with Online Adaptation Shunkai Li Xin Wu Yingdian Cao H. Zha 23 41 0 29 Mar 2021
Learning Scene Structure Guidance via Cross-Task Knowledge Transfer for Single Depth Super-Resolution Baoli Sun Xinchen Ye Baopu Li Haojie Li Zhihui Wang Rui Xu 11 45 0 24 Mar 2021
Monocular Depth Estimation through Virtual-world Supervision and Real-world SfM Self-Supervision A. Gurram Ahmet Faruk Tuna Fengyi Shen O. Urfalioglu Antonio M. López MDE 35 42 0 22 Mar 2021
PLADE-Net: Towards Pixel-Level Accuracy for Self-Supervised Single-View Depth Estimation with Neural Positional Encoding and Distilled Matting Loss J. P. Bello Munchurl Kim 3DV MDE 35 48 0 12 Mar 2021
Virtual Normal: Enforcing Geometric Constraints for Accurate and Robust Depth Prediction Wei Yin Yifan Liu Chunhua Shen MDE 24 72 0 07 Mar 2021
DF-VO: What Should Be Learnt for Visual Odometry? Huangying Zhan C. Weerasekera Jiawang Bian Ravi Garg Ian Reid 23 34 0 01 Mar 2021
ADAADepth: Adapting Data Augmentation and Attention for Self-Supervised Monocular Depth Estimation V. Kaushik Kartik Jindgar Brejesh Lall MDE 31 18 0 01 Mar 2021
Self-Supervised Depth and Ego-Motion Estimation for Monocular Thermal Video Using Multi-Spectral Consistency Loss Ukcheol Shin Kyunghyun Lee Seokju Lee In So Kweon MDE 28 22 0 01 Mar 2021
Outdoor inverse rendering from a single image using multiview self-supervision Ye Yu W. Smith SSL 3DV 34 24 0 12 Feb 2021
Learning Depth via Leveraging Semantics: Self-supervised Monocular Depth Estimation with Both Implicit and Explicit Semantic Guidance Rui Li Xiantuo He Danna Xue Shaolin Su Qing Mao Yu Zhu Jinqiu Sun Yanning Zhang SSL MDE 42 29 0 11 Feb 2021
$UniFuse: Unidirectional Fusion for 360$^{\circ}$ Panorama Depth Estimation$ UniFuse: Unidirectional Fusion for 360 $^{\circ}$ Panorama Depth Estimation Hualie Jiang Zhe Sheng Siyu Zhu Zilong Dong Rui Huang MDE 73 113 0 06 Feb 2021
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency Seokju Lee Sunghoon Im Stephen Lin In So Kweon 3DV MDE 22 88 0 04 Feb 2021
Unsupervised Monocular Depth Reconstruction of Non-Rigid Scenes Ayca Takmaz D. Paudel Thomas Probst Ajad Chhatkuli Martin R. Oswald Luc Van Gool MDE 18 2 0 31 Dec 2020
Self-supervised monocular depth estimation from oblique UAV videos L. Madhuanand F. Nex M. Yang MDE 31 40 0 19 Dec 2020
Multi-Modal Depth Estimation Using Convolutional Neural Networks Sadique Adnan Siddiqui A. Vierling Karsten Berns MDE 24 6 0 17 Dec 2020
Semantic-Guided Representation Enhancement for Self-supervised Monocular Trained Depth Estimation Rui Li Qing Mao Pei Wang Xiantuo He Yu Zhu Jinqiu Sun Yanning Zhang MDE 28 7 0 15 Dec 2020
HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation Xiaoyang Lyu L. Liu Mengmeng Wang Xin Kong Lina Liu Yong Liu Xinxin Chen Yi Yuan MDE 25 252 0 14 Dec 2020
GeoNet++: Iterative Geometric Neural Network with Edge-Aware Refinement for Joint Depth and Surface Normal Estimation Xiaojuan Qi Zhengzhe Liu Renjie Liao Philip Torr R. Urtasun Jiaya Jia 3DV 26 58 0 13 Dec 2020
Motion-based Camera Localization System in Colonoscopy Videos Heming Yao R. Stidham Zijun Gao Jonathan Gryak Kayvan Najarian 27 17 0 03 Dec 2020
AdaBins: Depth Estimation using Adaptive Bins S. Bhat Ibraheem Alhashim Peter Wonka 3DV MDE ViT 66 838 0 28 Nov 2020
Variational Monocular Depth Estimation for Reliability Prediction Noriaki Hirose S. Taguchi Keisuke Kawano Satoshi Koide MDE 34 4 0 24 Nov 2020
EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation Yang Jiao T. Tran Guangming Shi 35 33 0 16 Nov 2020
SeasonDepth: Cross-Season Monocular Depth Prediction Dataset and Benchmark under Multiple Environments Hanjiang Hu B. Yang Zhijian Qiao Shiqi Liu Weiang Shi Zuxin Liu Wenhao Ding Ding Zhao Hesheng Wang VLM MDE 37 14 0 09 Nov 2020
Learning 3D Dynamic Scene Representations for Robot Manipulation Zhenjia Xu Zhanpeng He Jiajun Wu Shuran Song 29 55 0 03 Nov 2020
Unsupervised Metric Relocalization Using Transform Consistency Loss Mike Kasper Fernando Nobre Christoffer Heckman Nima Keivan 27 6 0 01 Nov 2020
A New Distributional Ranking Loss With Uncertainty: Illustrated in Relative Depth Estimation Alican Mertan Y. Sahin D. Duff Gözde B. Ünal OOD UQCV 27 10 0 14 Oct 2020
Relative Depth Estimation as a Ranking Problem Alican Mertan D. Duff Gözde B. Ünal 22 6 0 14 Oct 2020