PLADE-Net: Towards Pixel-Level Accuracy for Self-Supervised Single-View Depth Estimation with Neural Positional Encoding and Distilled Matting Loss

12 March 2021

J. P. Bello

Papers citing "PLADE-Net: Towards Pixel-Level Accuracy for Self-Supervised Single-View Depth Estimation with Neural Positional Encoding and Distilled Matting Loss"

31 / 31 papers shown

Title
The Fourth Monocular Depth Estimation Challenge Anton Obukhov Matteo Poggi Fabio Tosi Ripudaman Singh Arora Jaime Spencer ... Tuan-Anh Yang Minh-Quang Nguyen T. Tran Albert Luginov Muhammad Shahzad MDE 120 0 0 24 Apr 2025
Jasmine: Harnessing Diffusion Prior for Self-supervised Depth Estimation Jiyuan Wang Chunyu Lin Cheng Guan Lang Nie Jing He Haodong Li K. Liao Yao Zhao DiffM MDE 66 0 0 20 Mar 2025
MambaDepth: Enhancing Long-range Dependency for Self-Supervised Fine-Structured Monocular Depth Estimation Ionuţ Grigore Călin-Adrian Popa Mamba MDE 49 1 0 06 Jun 2024
The Third Monocular Depth Estimation Challenge Jaime Spencer Fabio Tosi Matteo Poggi Ripudaman Singh Arora Chris Russell ... Albert Luginov Muhammad Shahzad Seyed Hosseini Aleksander Trajcevski James H. Elder MDE 38 7 0 25 Apr 2024
SPIdepth: Strengthened Pose Information for Self-supervised Monocular Depth Estimation M. Lavrenyuk MDE 37 2 0 18 Apr 2024
Kick Back & Relax++: Scaling Beyond Ground-Truth Depth with SlowTV & CribsTV Jaime Spencer Chris Russell Simon Hadfield Richard Bowden MDE 38 7 0 03 Mar 2024
From-Ground-To-Objects: Coarse-to-Fine Self-supervised Monocular Depth Estimation of Dynamic Objects with Ground Contact Prior Jaeho Moon J. P. Bello Byeongjun Kwon Munchurl Kim 21 6 0 15 Dec 2023
Novel View Synthesis with View-Dependent Effects from a Single Image J. P. Bello Munchurl Kim 17 2 0 13 Dec 2023
Dynamo-Depth: Fixing Unsupervised Depth Estimation for Dynamical Scenes Yihong Sun Bharath Hariharan MDE 25 20 0 29 Oct 2023
GasMono: Geometry-Aided Self-Supervised Monocular Depth Estimation for Indoor Scenes Chaoqiang Zhao Matteo Poggi Fabio Tosi Lei Zhou Qiyu Sun Yang Tang S. Mattoccia MDE 18 14 0 26 Sep 2023
Towards Better Data Exploitation in Self-Supervised Monocular Depth Estimation Jinfeng Liu Lingtong Kong J. Yang W. Liu MDE 33 9 0 11 Sep 2023
EMR-MSF: Self-Supervised Recurrent Monocular Scene Flow Exploiting Ego-Motion Rigidity Zijie Jiang Masatoshi Okutomi MDE 16 1 0 04 Sep 2023
Two-in-One Depth: Bridging the Gap Between Monocular and Binocular Self-supervised Depth Estimation Zhengming Zhou Qiulei Dong MDE 17 7 0 02 Sep 2023
SQLdepth: Generalizable Self-Supervised Fine-Structured Monocular Depth Estimation Youhong Wang Yunji Liang Hao Xu Shaohui Jiao Hongkai Yu MDE 20 33 0 01 Sep 2023
Kick Back & Relax: Learning to Reconstruct the World by Watching SlowTV Jaime Spencer Chris Russell Simon Hadfield Richard Bowden MDE 25 19 0 20 Jul 2023
Measuring and Modeling Uncertainty Degree for Monocular Depth Estimation Mochu Xiang Jing Zhang Nick Barnes Yuchao Dai UQCV 37 3 0 19 Jul 2023
HQDec: Self-Supervised Monocular Depth Estimation Based on a High-Quality Decoder Fei Wang Jun Cheng 40 2 0 30 May 2023
Single-View View Synthesis with Self-Rectified Pseudo-Stereo Yang Zhou Han-Zhen Wu Wenxi Liu Zheng Xiong Jing Qin Shengfeng He 3DV 11 8 0 19 Apr 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 27 11 0 14 Apr 2023
The Monocular Depth Estimation Challenge Jaime Spencer Chao Qian Chris Russell Simon Hadfield E. Graf ... Fabio Tosi Hao Wang Youming Zhang Yusheng Zhang Chaoqiang Zhao MDE 22 20 0 22 Nov 2022
Detaching and Boosting: Dual Engine for Scale-Invariant Self-Supervised Monocular Depth Estimation Peizhe Jiang Wei Yang Xiaoqing Ye Xiao Tan Meng Wu MDE 26 1 0 08 Oct 2022
PlaneDepth: Self-supervised Depth Estimation via Orthogonal Planes Ruoyu Wang Zehao Yu Shenghua Gao MDE 18 28 0 04 Oct 2022
Self-distilled Feature Aggregation for Self-supervised Monocular Depth Estimation Zhengming Zhou Qiulei Dong MDE 53 27 0 15 Sep 2022
Globally Consistent Video Depth and Pose Estimation with Efficient Test-Time Training Yao-Chih Lee Kuan-Wei Tseng Guan-Sheng Chen Chu-Song Chen TTA MDE 20 3 0 04 Aug 2022
Deconstructing Self-Supervised Monocular Reconstruction: The Design Decisions that Matter Jaime Spencer Martin Chris Russell Simon Hadfield Richard Bowden MDE 29 22 0 02 Aug 2022
Positional Information is All You Need: A Novel Pipeline for Self-Supervised SVDE from Videos J. P. Bello Jaeho Moon Munchurl Kim 3DPC 35 5 0 18 May 2022
P3Depth: Monocular Depth Estimation with a Piecewise Planarity Prior Vaishakh Patil Christos Sakaridis Alexander Liniger Luc Van Gool MDE 19 128 0 05 Apr 2022
Learning Occlusion-Aware Coarse-to-Fine Depth Map for Self-supervised Monocular Depth Estimation Zhengming Zhou Qiulei Dong MDE 7 16 0 21 Mar 2022
SoK: Vehicle Orientation Representations for Deep Rotation Estimation Huahong Tu Siyuan Peng Vladimir Leung Richard Gao 3DPC 33 1 0 08 Dec 2021
How Much Position Information Do Convolutional Neural Networks Encode? Md. Amirul Islam Sen Jia Neil D. B. Bruce SSL 205 344 0 22 Jan 2020
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Mingming Gong Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 182 1,707 0 06 Jun 2018