Deep attention-based classification network for robust depth prediction

11 July 2018

Ruibo Li

Ke Xian

Chunhua Shen

Zhiguo Cao

Papers citing "Deep attention-based classification network for robust depth prediction"

27 / 27 papers shown

Title
FS-Depth: Focal-and-Scale Depth Estimation from a Single Image in Unseen Indoor Scene Chen-Hao Wei Meng Yang Lei He Nanning Zheng MDE 22 3 0 27 Jul 2023
The Second Monocular Depth Estimation Challenge Jaime Spencer Chao Qian Michaela Trescakova Chris Russell Simon Hadfield ... Guangkai Xu Wei Yin Jun Yu Qi Zhang Chaoqiang Zhao MDE 32 11 0 14 Apr 2023
Lifelong-MonoDepth: Lifelong Learning for Multi-Domain Monocular Metric Depth Estimation Junjie Hu Chenyou Fan Liguang Zhou Qing Gao Honghai Liu Tin Lun Lam 27 2 0 09 Mar 2023
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth S. Bhat R. Birkl Diana Wofk Peter Wonka Matthias Müller VLM MDE 74 485 0 23 Feb 2023
Long Range Object-Level Monocular Depth Estimation for UAVs David Silva Nicolas Jourdan Nils Gählert 11 1 0 17 Feb 2023
U-HRNet: Delving into Improving Semantic Representation of High Resolution Network for Dense Prediction Jian Wang Xiang Long Guowei Chen Zewu Wu Zeyu Chen Errui Ding SSeg 25 11 0 13 Oct 2022
Simultaneous Acquisition of High Quality RGB Image and Polarization Information using a Sparse Polarization Sensor Teppei Kurita Yuhi Kondo Legong Sun Y. Moriuchi 38 11 0 27 Sep 2022
Discrete-Constrained Regression for Local Counting Models Haipeng Xiong Angela Yao 24 24 0 20 Jul 2022
Recovering Detail in 3D Shapes Using Disparity Maps Marissa Ramirez de Chanlatte Matheus Gadelha Thibault Groueix R. Měch 29 0 0 01 Jul 2022
ChiTransformer:Towards Reliable Stereo from Cues Qing Su Shihao Ji MDE ViT 18 12 0 09 Mar 2022
On Monocular Depth Estimation and Uncertainty Quantification using Classification Approaches for Regression Xuanlong Yu Gianni Franchi Emanuel Aldea UQCV 35 2 0 24 Feb 2022
Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics Arnav Varma Hemang Chawla Bahram Zonooz Elahe Arani ViT MDE 36 49 0 07 Feb 2022
PanoDepth: A Two-Stage Approach for Monocular Omnidirectional Depth Estimation Yu-yang Li Zhixin Yan Ye Duan Liu Ren MDE 21 13 0 02 Feb 2022
Perspective Transformation Layer Nishant Khatri Agnibh Dasgupta Yucong Shen Xinru Zhong F. Shih 30 3 0 14 Jan 2022
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
Unsupervised Monocular Depth Perception: Focusing on Moving Objects Hualie Jiang Laiyan Ding Zhenglong Sun Rui Huang MDE 16 8 0 30 Aug 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 18 3 0 25 Aug 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
Polarimetric Monocular Dense Mapping Using Relative Deep Depth Prior M. Shakeri S. Loo Hong Zhang MDE 33 14 0 10 Feb 2021
Guiding Monocular Depth Estimation Using Depth-Attention Volume Lam Huynh Phong Nguyen-Ha Jirí Matas Esa Rahtu J. Heikkilä MDE 22 150 0 06 Apr 2020
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification Lukas Liebel Marco Körner 3DH 44 25 0 25 Jul 2019
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer René Ranftl Katrin Lasinger David Hafner Konrad Schindler V. Koltun MDE 66 1,746 0 02 Jul 2019
Pattern-Affinitive Propagation across Depth, Surface Normal and Semantic Segmentation Zhenyu Zhang Zhen Cui Chunyan Xu Yan Yan N. Sebe Jian Yang MDE 17 280 0 08 Jun 2019
Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding Haoyu Ren Mostafa El-Khamy Jungwon Lee MDE 22 33 0 07 Jun 2019
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 200 1,708 0 06 Jun 2018
Pixel-wise Attentional Gating for Parsimonious Pixel Labeling Shu Kong Charless C. Fowlkes 52 40 0 03 May 2018
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 183 2,946 0 15 Dec 2014