Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation

29 March 2018

Dan Xu

Papers citing "Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation"

50 / 138 papers shown

Title
Toward Practical Monocular Indoor Depth Estimation Cho-Ying Wu Jialiang Wang Michael Hall Ulrich Neumann Shuochen Su 3DV MDE 48 63 0 04 Dec 2021
MobileXNet: An Efficient Convolutional Neural Network for Monocular Depth Estimation Xingshuai Dong Matthew A. Garratt S. Anavatti H. Abbass 40 13 0 24 Nov 2021
Global and Local Alignment Networks for Unpaired Image-to-Image Translation Guanglei Yang Hao Tang Humphrey Shi M. Ding N. Sebe Radu Timofte Luc Van Gool Elisa Ricci 20 1 0 19 Nov 2021
Pseudo Supervised Monocular Depth Estimation with Teacher-Student Network Huan Liu Junsong Yuan Chen Wang Jun Chen MDE 44 4 0 22 Oct 2021
Semi-supervised Multi-task Learning for Semantics and Depth Yufeng Wang Yi-Hsuan Tsai Wei-Chih Hung Wenrui Ding Shuo Liu Ming-Hsuan Yang 36 18 0 14 Oct 2021
Monocular Depth Estimation with Sharp Boundary Xin Yang Qingling Chang Xinlin Liu Yan Cui MDE 47 1 0 12 Oct 2021
Seeing Glass: Joint Point Cloud and Depth Completion for Transparent Objects Haoping Xu Yi Ru Wang S. Eppel Alán Aspuru-Guzik Florian Shkurti Animesh Garg 101 51 0 30 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
Toward Realistic Single-View 3D Object Reconstruction with Unsupervised Learning from Multiple Images Long-Nhat Ho Anh Tran Quynh Phung Minh Hoai 17 10 0 06 Sep 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 26 3 0 25 Aug 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
MSFNet:Multi-scale features network for monocular depth estimation Meiqi Pei MDE 19 3 0 14 Jul 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-Guided Instance-Aware Network for Depth Completion and Enhancement Zhongzhen Luo Feng Zhang Guoyi Fu Jiajie Xu 21 3 0 25 May 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
A Novel 3D-UNet Deep Learning Framework Based on High-Dimensional Bilateral Grid for Edge Consistent Single Image Depth Estimation Mansi Sharma Abheesht Sharma Kadvekar Rohit Tushar Avinash Panneer MDE 46 6 0 21 May 2021
Learning optical flow from still images Filippo Aleotti Matteo Poggi S. Mattoccia 3DPC 36 34 0 08 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
Attention, please! A survey of Neural Attention Models in Deep Learning Alana de Santana Correia Esther Luna Colombini HAI 28 175 0 31 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 40 42 0 22 Mar 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
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
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
Depth estimation on embedded computers for robot swarms in forest Chaoyue Niu Danesh Tarapore Klaus-Peter Zauner 36 1 0 05 Dec 2020
Structured Context Enhancement Network for Mouse Pose Estimation Feixiang Zhou Zheheng Jiang Zhihua Liu Fangyuan Chen Long Chen ... Zhile Yang Haikuan Wang M. Fei Ling Li Huiyu Zhou 30 16 0 01 Dec 2020
AdaBins: Depth Estimation using Adaptive Bins S. Bhat Ibraheem Alhashim Peter Wonka 3DV MDE ViT 66 838 0 28 Nov 2020
MobileDepth: Efficient Monocular Depth Prediction on Mobile Devices Yekai Wang 3DH HAI MDE 32 1 0 20 Nov 2020
Attentional Separation-and-Aggregation Network for Self-supervised Depth-Pose Learning in Dynamic Scenes Feng Gao Jincheng Yu Hao Shen Yu Wang Huazhong Yang 3DPC 16 15 0 18 Nov 2020
Deep Learning based Monocular Depth Prediction: Datasets, Methods and Applications Qing Li Jiasong Zhu Jun Liu Rui Cao Qingquan Li Sen Jia Guoping Qiu 3DH MDE 45 10 0 09 Nov 2020
Unsupervised Monocular Depth Learning with Integrated Intrinsics and Spatio-Temporal Constraints Kenny Chen Alexandra Pogue B. Lopez Ali-akbar Agha-mohammadi Ankur M. Mehta MDE 21 0 0 02 Nov 2020
Unsupervised Learning of Depth and Ego-Motion from Cylindrical Panoramic Video with Applications for Virtual Reality Alisha Sharma Ryan Nett Jonathan Ventura MDE 34 16 0 14 Oct 2020
On Deep Learning Techniques to Boost Monocular Depth Estimation for Autonomous Navigation R. Q. Mendes E. G. Ribeiro N. D. S. Rosa V. Grassi MDE 51 42 0 13 Oct 2020
Monocular Depth Estimation Using Multi Scale Neural Network And Feature Fusion Abhinav Sagar MDE 27 15 0 11 Sep 2020
Bidirectional Attention Network for Monocular Depth Estimation Shubhra Aich Jean M. Uwabeza Vianney Md. Amirul Islam Mannat Kaur Bingbing Liu MDE 32 75 0 01 Sep 2020
Dual Attention GANs for Semantic Image Synthesis Hao Tang S. Bai N. Sebe 26 82 0 29 Aug 2020
Audio-Visual Event Localization via Recursive Fusion by Joint Co-Attention Bin Duan Hao Tang Wei Wang Ziliang Zong Guowei Yang Yan Yan 33 59 0 14 Aug 2020
$S^3$ Net: Semantic-Aware Self-supervised Depth Estimation with Monocular Videos and Synthetic Data Bin Cheng Inderjot Singh Saggu Raunak Shah G. Bansal Dinesh Bharadia MDE 23 25 0 28 Jul 2020
HATNet: An End-to-End Holistic Attention Network for Diagnosis of Breast Biopsy Images Sachin Mehta Ximing Lu D. Weaver J. Elmore Hannaneh Hajishirzi Linda G. Shapiro 28 5 0 25 Jul 2020
Improving Monocular Depth Estimation by Leveraging Structural Awareness and Complementary Datasets Tian Chen S. An Yuan Zhang Chongyang Ma Huayan Wang Xiaoyan Guo Wen Zheng MDE 46 31 0 22 Jul 2020
Understanding Road Layout from Videos as a Whole Buyu Liu Bingbing Zhuang S. Schulter Pan Ji Manmohan Chandraker 36 21 0 02 Jul 2020
MiniNet: An extremely lightweight convolutional neural network for real-time unsupervised monocular depth estimation Jun Liu Qing Li Rui Cao Wenming Tang Guoping Qiu MDE 33 35 0 27 Jun 2020
An Advert Creation System for 3D Product Placements Ivan Bacher Hossein Javidnia Soumyabrata Dev Rahul Agrahari M. Hossari ... Clare Conran Jian Tang P. Song D. Corrigan François Pitié VGen DiffM 30 7 0 26 Jun 2020
AcED: Accurate and Edge-consistent Monocular Depth Estimation Kunal Swami Prasanna Vishnu Bondada Pankaj Bajpai MDE 25 8 0 16 Jun 2020
SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry Estimation K. Pnvr Hao Zhou David Jacobs GAN 22 50 0 07 Jun 2020
On the uncertainty of self-supervised monocular depth estimation Matteo Poggi Filippo Aleotti Fabio Tosi S. Mattoccia UQCV MDE 33 263 0 13 May 2020
Self-Supervised Attention Learning for Depth and Ego-motion Estimation Assem Sadek Boris Chidlovskii MDE 14 6 0 27 Apr 2020
Guiding Monocular Depth Estimation Using Depth-Attention Volume Lam Huynh Phong Nguyen-Ha Jirí Matas Esa Rahtu J. Heikkilä MDE 22 152 0 06 Apr 2020
Adversarial Attacks on Monocular Depth Estimation Ziqi Zhang Xinge Zhu Yingwei Li Xiangqun Chen Yao Guo AAML MDE 30 25 0 23 Mar 2020