Deep Convolutional Neural Fields for Depth Estimation from a Single Image

24 November 2014

Fayao Liu

Chunhua Shen

Guosheng Lin

MDE

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Papers citing "Deep Convolutional Neural Fields for Depth Estimation from a Single Image"

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Title
MonoIndoor++:Towards Better Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments Runze Li Pan Ji Yi Tian Xu B. Bhanu MDE 21 22 0 18 Jul 2022
Beyond Visual Field of View: Perceiving 3D Environment with Echoes and Vision Lingyu Zhu Esa Rahtu Hang Zhao MDE 46 5 0 03 Jul 2022
Recovering Detail in 3D Shapes Using Disparity Maps Marissa Ramirez de Chanlatte Matheus Gadelha Thibault Groueix R. Měch 31 0 0 01 Jul 2022
When the Sun Goes Down: Repairing Photometric Losses for All-Day Depth Estimation M. Vankadari Stuart Golodetz Sourav Garg Sangyun Shin Andrew Markham Niki Trigoni 11 24 0 28 Jun 2022
Neural Network Normal Estimation and Bathymetry Reconstruction from Sidescan Sonar Yiping Xie Nils Bore John Folkesson 11 9 0 15 Jun 2022
High-Resolution Bathymetric Reconstruction From Sidescan Sonar With Deep Neural Networks Yiping Xie Nils Bore John Folkesson 37 5 0 15 Jun 2022
NeuralODF: Learning Omnidirectional Distance Fields for 3D Shape Representation Trevor Houchens ChengEn Lu Shivam Duggal Rao Fu Srinath Sridhar 29 7 0 12 Jun 2022
Outdoor Monocular Depth Estimation: A Research Review Pulkit Vyas Chirag Saxena Anwesh Badapanda Anurag Goswami MDE 37 14 0 03 May 2022
NeW CRFs: Neural Window Fully-connected CRFs for Monocular Depth Estimation Weihao Yuan Xiaodong Gu Zuozhuo Dai Siyu Zhu Ping Tan 42 175 0 03 Mar 2022
N-QGN: Navigation Map from a Monocular Camera using Quadtree Generating Networks Daniel Braun Olivier Morel Pascal Vasseur C. Demonceaux MDE 28 2 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
360 Depth Estimation in the Wild -- The Depth360 Dataset and the SegFuse Network Qi Feng Hubert P. H. Shum Shigeo Morishima 3DPC MDE 22 24 0 16 Feb 2022
GLPanoDepth: Global-to-Local Panoramic Depth Estimation Jia-Chi Bai Shuichang Lai Haoyu Qin Jie Guo Yanwen Guo ViT MDE 69 21 0 06 Feb 2022
Multi-Scale Feature Fusion: Learning Better Semantic Segmentation for Road Pothole Detection Jiahe Fan M. J. Bocus Brett Hosking Rigen Wu Yanan Liu S. Vityazev Rui Fan 21 34 0 24 Dec 2021
Channel-Wise Attention-Based Network for Self-Supervised Monocular Depth Estimation Jiaxing Yan Hong Zhao Penghui Bu Yusheng Jin 3DPC MDE 13 127 0 24 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
Multi-View Depth Estimation by Fusing Single-View Depth Probability with Multi-View Geometry Gwangbin Bae Ignas Budvytis R. Cipolla 3DV 17 60 0 15 Dec 2021
Robust Depth Completion with Uncertainty-Driven Loss Functions Yufan Zhu W. Dong Leida Li Jinjian Wu Xin Li Guangming Shi UQCV 30 43 0 15 Dec 2021
Toward Practical Monocular Indoor Depth Estimation Cho-Ying Wu Jialiang Wang Michael Hall Ulrich Neumann Shuochen Su 3DV MDE 43 63 0 04 Dec 2021
Object-aware Monocular Depth Prediction with Instance Convolutions Enis Simsar Evin Pınar Örnek Fabian Manhardt Helisa Dhamo Nassir Navab F. Tombari 3DH MDE 36 1 0 02 Dec 2021
Absolute distance prediction based on deep learning object detection and monocular depth estimation models Armin Masoumian David G. F. Marei Saddam Abdulwahab Julián Cristiano D. Puig Hatem A. Rashwan MDE 25 22 0 02 Nov 2021
Monocular Depth Estimation with Sharp Boundary Xin Yang Qingling Chang Xinlin Liu Yan Cui MDE 47 1 0 12 Oct 2021
Scene Editing as Teleoperation: A Case Study in 6DoF Kit Assembly Yulong Li Shubh Agrawal Jen-Shuo Liu Steven K. Feiner Shuran Song 37 13 0 09 Oct 2021
Introspective Robot Perception using Smoothed Predictions from Bayesian Neural Networks Jianxiang Feng M. Durner Zoltán-Csaba Márton Ferenc Bálint-Benczédi Rudolph Triebel UQCV BDL 13 11 0 27 Sep 2021
CI-Net: Contextual Information for Joint Semantic Segmentation and Depth Estimation Tianxiao Gao Wu Wei Zhongbin Cai Zhun Fan Shane Xie Xinmei Wang Qiuda Yu 35 7 0 29 Jul 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 68 0 26 Jul 2021
MSFNet:Multi-scale features network for monocular depth estimation Meiqi Pei MDE 11 3 0 14 Jul 2021
Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation Aoran Xiao Jiaxing Huang Dayan Guan Fangneng Zhan Shijian Lu 3DPC 13 91 0 12 Jul 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
Towards urban scenes understanding through polarization cues Marc Blanchon Désiré Sidibé Olivier Morel R. Seulin F. Mériaudeau 15 1 0 03 Jun 2021
Real-time Monocular Depth Estimation with Sparse Supervision on Mobile M. K. Yucel Valia Dimaridou Anastasios Drosou Albert Saà-Garriga MDE 40 22 0 25 May 2021
On Incremental Structure-from-Motion using Lines André Mateus Omar Tahri Antonio Pedro Aguiar P. Lima Pedro Miraldo 17 12 0 24 May 2021
Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Grigory Malivenko D. Plowman Samarth Shukla Radu Timofte ... Tianpeng Feng Yang Liu Chuannan Sheng Jian Yin Fausto T. Benavide MDE 32 35 0 17 May 2021
HCRF-Flow: Scene Flow from Point Clouds with Continuous High-order CRFs and Position-aware Flow Embedding Ruibo Li Guosheng Lin Tong He Fayao Liu Chunhua Shen 3DPC 41 56 0 17 May 2021
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior Kaihao Zhang Wenhan Luo Yanjiang Yu Wenqi Ren Fang Zhao Changsheng Li Lin Ma Wei Liu Hongdong Li 30 59 0 09 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
2.5D Visual Relationship Detection Yu-Chuan Su Soravit Changpinyo Xiangning Chen Sathish Thoppay Cho-Jui Hsieh ... Radu Soricut Hartwig Adam Matthew A. Brown Ming-Hsuan Yang Boqing Gong 32 8 0 26 Apr 2021
Open Challenges on Generating Referring Expressions for Human-Robot Interaction Fethiye Irmak Dogan Iolanda Leite 22 4 0 19 Apr 2021
Single Image Depth Estimation: An Overview Alican Mertan D. Duff Gözde B. Ünal MoMe 13 78 0 13 Apr 2021
Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction Guanglei Yang Hao Tang M. Ding N. Sebe Elisa Ricci ViT 35 187 0 22 Mar 2021
A Study of Face Obfuscation in ImageNet Kaiyu Yang Jacqueline Yau Li Fei-Fei Jia Deng Olga Russakovsky PICV CVBM 34 144 0 10 Mar 2021
Virtual Normal: Enforcing Geometric Constraints for Accurate and Robust Depth Prediction Wei Yin Yifan Liu Chunhua Shen MDE 22 72 0 07 Mar 2021
Variational Structured Attention Networks for Deep Visual Representation Learning Guanglei Yang Paolo Rota Xavier Alameda-Pineda Dan Xu M. Ding Elisa Ricci 3DPC 41 3 0 05 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
Outdoor inverse rendering from a single image using multiview self-supervision Ye Yu W. Smith SSL 3DV 34 24 0 12 Feb 2021
SkinScan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation M. Nau Florian Schiffers Yunhao Li Bingjie Xu Andreas Maier J. Tumblin M. Walton Aggelos K. Katsaggelos F. Willomitzer O. Cossairt MedIm 10 1 0 31 Jan 2021
SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from Monocular images Lei He Jiwen Lu Guanghui Wang Shiyu Song Jie Zhou 51 69 0 19 Jan 2021
Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction Dan Xu Xavier Alameda-Pineda Wanli Ouyang Elisa Ricci Xiaogang Wang N. Sebe 36 23 0 08 Jan 2021
Underwater image filtering: methods, datasets and evaluation C. Li Riccardo Mazzon Andrea Cavallaro 23 10 0 22 Dec 2020
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 56 504 0 22 Dec 2020