AdaBins: Depth Estimation using Adaptive Bins

28 November 2020

Papers citing "AdaBins: Depth Estimation using Adaptive Bins"

50 / 433 papers shown

Title
Matching with AffNet based rectifications Václav Vávra Dmytro Mishkin Jivrí Matas 3DV 20 0 0 29 Jul 2022
RA-Depth: Resolution Adaptive Self-Supervised Monocular Depth Estimation Mu He Le Hui Yikai Bian J. Ren Jin Xie Jian Yang MDE 30 54 0 25 Jul 2022
Latent Discriminant deterministic Uncertainty Gianni Franchi Xuanlong Yu Andrei Bursuc Emanuel Aldea Séverine Dubuisson David Filliat UQCV 24 18 0 20 Jul 2022
MonoIndoor++:Towards Better Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments Runze Li Pan Ji Yi Tian Xu B. Bhanu MDE 15 22 0 18 Jul 2022
Towards High-Fidelity Single-view Holistic Reconstruction of Indoor Scenes Haolin Liu Yujian Zheng Guanying Chen Shuguang Cui Xiaoguang Han 3DV 18 27 0 18 Jul 2022
Joint Prediction of Monocular Depth and Structure using Planar and Parallax Geometry Hao Xing Yifan Cao Maximilian Biber Mingchuan Zhou Darius Burschka 3DPC 3DV MDE 31 10 0 13 Jul 2022
Towards Scale-Aware, Robust, and Generalizable Unsupervised Monocular Depth Estimation by Integrating IMU Motion Dynamics Sen Zhang Jing Zhang Dacheng Tao MDE 27 30 0 11 Jul 2022
Depthformer : Multiscale Vision Transformer For Monocular Depth Estimation With Local Global Information Fusion Ashutosh Agarwal Chetan Arora MDE ViT 73 38 0 10 Jul 2022
Beyond Visual Field of View: Perceiving 3D Environment with Echoes and Vision Lingyu Zhu Esa Rahtu Hang Zhao MDE 38 5 0 03 Jul 2022
MEStereo-Du2CNN: A Novel Dual Channel CNN for Learning Robust Depth Estimates from Multi-exposure Stereo Images for HDR 3D Applications Rohit Choudhary Mansi Sharma V. UmaT. Rithvik Anil 3DV 21 1 0 21 Jun 2022
BEVDepth: Acquisition of Reliable Depth for Multi-view 3D Object Detection Yinhao Li Zheng Ge Guanyi Yu Jinrong Yang Zengran Wang Yukang Shi Jian‐Yuan Sun Zeming Li MDE 21 592 0 21 Jun 2022
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation Tao Sun Mattia Segu Janis Postels Yuxuan Wang Luc Van Gool Bernt Schiele F. Tombari F. I. F. Richard Yu TTA 36 149 0 16 Jun 2022
GoToNet: Fast Monocular Scene Exposure and Exploration Tom Avrech Evgenii Zheltonozhskii Chaim Baskin Ehud Rivlin 22 0 0 13 Jun 2022
CARLA-GeAR: a Dataset Generator for a Systematic Evaluation of Adversarial Robustness of Vision Models F. Nesti Giulio Rossolini G. D’Amico Alessandro Biondi Giorgio Buttazzo AAML 21 9 0 09 Jun 2022
Dyna-DM: Dynamic Object-aware Self-supervised Monocular Depth Maps Kieran Saunders George Vogiatzis Luis J. Manso MDE 29 5 0 08 Jun 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
Deep Depth Completion from Extremely Sparse Data: A Survey Junjie Hu Chenyu Bao Mete Ozay Chenyou Fan Qing Gao Honghai Liu Tin Lun Lam 3DV 3DPC 19 54 0 11 May 2022
Outdoor Monocular Depth Estimation: A Research Review Pulkit Vyas Chirag Saxena Anwesh Badapanda Anurag Goswami MDE 24 14 0 03 May 2022
SideRT: A Real-time Pure Transformer Architecture for Single Image Depth Estimation Chang Shu Zi-Chun Chen Lei Chen Kuan Ma Minghui Wang Haibing Ren ViT 27 14 0 29 Apr 2022
Investigating Neural Architectures by Synthetic Dataset Design Adrien Courtois Jean-Michel Morel Pablo Arias 17 4 0 23 Apr 2022
Monocular Depth Estimation Using Cues Inspired by Biological Vision Systems Dylan Auty K. Mikolajczyk VLM MDE 13 4 0 21 Apr 2022
$End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted Rotation$ End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted Rotation Mazen Mel M. Siddiqui Pietro Zanuttigh MDE 10 6 0 14 Apr 2022
Glass Segmentation with RGB-Thermal Image Pairs Dong Huo Jian Wang Yiming Qian Yee-Hong Yang ISeg 27 40 0 12 Apr 2022
Deep Hyperspectral-Depth Reconstruction Using Single Color-Dot Projection Chunyu Li Yusuke Monno Masatoshi Okutomi MDE 3DV 28 5 0 08 Apr 2022
Depth-Guided Sparse Structure-from-Motion for Movies and TV Shows Shengqing Liu Xiaohan Nie Raffay Hamid 12 16 0 05 Apr 2022
Pyramid Frequency Network with Spatial Attention Residual Refinement Module for Monocular Depth Estimation Zhengyang Lu Ying Chen MDE 11 12 0 05 Apr 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
Monitoring social distancing with single image depth estimation Alessio Mingozzi Andrea Conti Filippo Aleotti Matteo Poggi S. Mattoccia 33 2 0 04 Apr 2022
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation Zhenyu Li Xuyang Wang Xianming Liu Junjun Jiang MDE 24 191 0 03 Apr 2022
LocalBins: Improving Depth Estimation by Learning Local Distributions S. Bhat Ibraheem Alhashim Peter Wonka MDE 27 99 0 28 Mar 2022
DepthFormer: Exploiting Long-Range Correlation and Local Information for Accurate Monocular Depth Estimation Zhenyu Li Zehui Chen Xianming Liu Junjun Jiang ViT MDE 38 183 1 27 Mar 2022
DepthGAN: GAN-based Depth Generation of Indoor Scenes from Semantic Layouts Yidi Li Yiqun Wang Zhengda Lu Jun Xiao GAN 3DV MDE 26 3 0 22 Mar 2022
PanoFormer: Panorama Transformer for Indoor 360 Depth Estimation Zhijie Shen Chunyu Lin K. Liao Lang Nie Zishuo Zheng Yao Zhao ViT MDE 27 85 0 17 Mar 2022
On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks Maximilian Seitzer Arash Tavakoli Dimitrije Antic Georg Martius BDL UQCV 14 83 0 17 Mar 2022
From 2D to 3D: Re-thinking Benchmarking of Monocular Depth Prediction Evin Pınar Örnek Shristi Mudgal Johanna Wald Yida Wang Nassir Navab F. Tombari 3DV 28 20 0 15 Mar 2022
DFTR: Depth-supervised Fusion Transformer for Salient Object Detection Heqin Zhu Xu Sun Yuexiang Li Kai Ma S. Kevin Zhou Yefeng Zheng ViT 44 9 0 12 Mar 2022
SelfTune: Metrically Scaled Monocular Depth Estimation through Self-Supervised Learning Jaehoon Choi Dongki Jung Yonghan Lee Deok-Won Kim Dinesh Manocha Donghwan Lee MDE SSL 21 5 0 10 Mar 2022
ChiTransformer:Towards Reliable Stereo from Cues Qing Su Shihao Ji MDE ViT 18 12 0 09 Mar 2022
Monocular Depth Distribution Alignment with Low Computation Fei Sheng Feng Xue Yicong Chang Wenteng Liang Anlong Ming MDE 20 9 0 09 Mar 2022
Lightweight Monocular Depth Estimation through Guided Decoding M. Rudolph Youssef Dawoud Ronja Güldenring Lazaros Nalpantidis Vasileios Belagiannis MDE 31 22 0 08 Mar 2022
Fast Neural Architecture Search for Lightweight Dense Prediction Networks Lam Huynh Esa Rahtu Juan E. Sala Matas J. Heikkilä 20 2 0 03 Mar 2022
NeW CRFs: Neural Window Fully-connected CRFs for Monocular Depth Estimation Weihao Yuan Xiaodong Gu Zuozhuo Dai Siyu Zhu Ping Tan 31 174 0 03 Mar 2022
On Monocular Depth Estimation and Uncertainty Quantification using Classification Approaches for Regression Xuanlong Yu Gianni Franchi Emanuel Aldea UQCV 32 2 0 24 Feb 2022
Light Robust Monocular Depth Estimation For Outdoor Environment Via Monochrome And Color Camera Fusion Hyeonsoo Jang Yeongmin Ko Younkwan Lee M. Jeon MDE 23 1 0 24 Feb 2022
Global-Local Path Networks for Monocular Depth Estimation with Vertical CutDepth Doyeon Kim Woonghyun Ka Pyunghwan Ahn Donggyu Joo S. Chun Junmo Kim MDE 11 124 0 19 Jan 2022
DenseTact: Optical Tactile Sensor for Dense Shape Reconstruction Won Kyung Do Monroe Kennedy 11 53 0 04 Jan 2022
THE Benchmark: Transferable Representation Learning for Monocular Height Estimation Zhitong Xiong Wei Huang Jingtao Hu Xiao Xiang Zhu 24 19 0 30 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 11 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 12 59 0 15 Dec 2021
Consistent Depth Prediction under Various Illuminations using Dilated Cross Attention Zitian Zhang Chuhua Xian 3DV MDE 29 0 0 15 Dec 2021