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AdaBins: Depth Estimation using Adaptive Bins

AdaBins: Depth Estimation using Adaptive Bins

28 November 2020
S. Bhat
Ibraheem Alhashim
Peter Wonka
    3DV
    MDE
    ViT
ArXivPDFHTML

Papers citing "AdaBins: Depth Estimation using Adaptive Bins"

50 / 433 papers shown
Title
HQDec: Self-Supervised Monocular Depth Estimation Based on a
  High-Quality Decoder
HQDec: Self-Supervised Monocular Depth Estimation Based on a High-Quality Decoder
Fei Wang
Jun Cheng
40
2
0
30 May 2023
Gated Stereo: Joint Depth Estimation from Gated and Wide-Baseline Active
  Stereo Cues
Gated Stereo: Joint Depth Estimation from Gated and Wide-Baseline Active Stereo Cues
Stefanie Walz
Mario Bijelic
Andrea Ramazzina
Amanpreet Walia
Fahim Mannan
Felix Heide
MDE
28
6
0
22 May 2023
LDM3D: Latent Diffusion Model for 3D
LDM3D: Latent Diffusion Model for 3D
Gabriela Ben-Melech Stan
Diana Wofk
Scottie Fox
Alex Redden
Will Saxton
...
Estelle Aflalo
Shao-Yen Tseng
Fabio Nonato
Matthias Muller
Vasudev Lal
20
44
0
18 May 2023
Combining geolocation and height estimation of objects from street level
  imagery
Combining geolocation and height estimation of objects from street level imagery
Matej Ulicny
V. Krylov
Julie Connelly
Rozenn Dahyot
16
1
0
14 May 2023
Seeing Through the Grass: Semantic Pointcloud Filter for Support Surface
  Learning
Seeing Through the Grass: Semantic Pointcloud Filter for Support Surface Learning
Anqiao Li
Chenyu Yang
Jonas Frey
JoonHo Lee
César Cadena
Marco Hutter
3DPC
15
14
0
13 May 2023
MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for
  Multi-task Learning
MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning
Md. Adnan Arefeen
Zhouyu Li
M. Y. S. Uddin
Anupam Das
27
0
0
13 May 2023
Learning Monocular Depth in Dynamic Environment via Context-aware
  Temporal Attention
Learning Monocular Depth in Dynamic Environment via Context-aware Temporal Attention
Zizhang Wu
Zhuozheng Li
Zhi-Gang Fan
Yunzhe Wu
Yuanzhu Gan
Jian Pu
Xianzhi Li
MDE
32
0
0
12 May 2023
Meta-Optimization for Higher Model Generalizability in Single-Image
  Depth Prediction
Meta-Optimization for Higher Model Generalizability in Single-Image Depth Prediction
Cho-Ying Wu
Yiqi Zhong
Junying Wang
Ulrich Neumann
MDE
25
5
0
12 May 2023
Virtual Occlusions Through Implicit Depth
Virtual Occlusions Through Implicit Depth
Jamie Watson
Mohamed Sayed
Z. Qureshi
Gabriel J. Brostow
Sara Vicente
Oisin Mac Aodha
Michael Firman
39
7
0
11 May 2023
High-Resolution Synthetic RGB-D Datasets for Monocular Depth Estimation
High-Resolution Synthetic RGB-D Datasets for Monocular Depth Estimation
Aakash Rajpal
N. Cheema
K. Illgner-Fehns
P. Slusallek
S. Jaiswal
MDE
3DV
29
12
0
02 May 2023
Depth-Relative Self Attention for Monocular Depth Estimation
Depth-Relative Self Attention for Monocular Depth Estimation
Kyuhong Shim
Jiyoung Kim
Gusang Lee
B. Shim
MDE
18
7
0
25 Apr 2023
Exploring the Mutual Influence between Self-Supervised Single-Frame and
  Multi-Frame Depth Estimation
Exploring the Mutual Influence between Self-Supervised Single-Frame and Multi-Frame Depth Estimation
Jie Xiang
Yun Wang
Lifeng An
Haiyang Liu
Jian Liu
MDE
24
4
0
25 Apr 2023
Learning to Fuse Monocular and Multi-view Cues for Multi-frame Depth
  Estimation in Dynamic Scenes
Learning to Fuse Monocular and Multi-view Cues for Multi-frame Depth Estimation in Dynamic Scenes
Rui Li
Dong Gong
Wei Yin
H. Chen
Yu Zhu
Kaixuan Wang
Xiaozhi Chen
Jinqiu Sun
Yanning Zhang
27
27
0
18 Apr 2023
Very high resolution canopy height maps from RGB imagery using
  self-supervised vision transformer and convolutional decoder trained on
  Aerial Lidar
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar
James M. Tolan
Hung-I Yang
Ben Nosarzewski
Guillaume Couairon
Huy Q. Vo
...
Piotr Bojanowski
T. Johns
Brian White
T. Tiecke
Camille Couprie
31
90
0
14 Apr 2023
DINOv2: Learning Robust Visual Features without Supervision
DINOv2: Learning Robust Visual Features without Supervision
Maxime Oquab
Timothée Darcet
Théo Moutakanni
Huy Q. Vo
Marc Szafraniec
...
Hervé Jégou
Julien Mairal
Patrick Labatut
Armand Joulin
Piotr Bojanowski
VLM
CLIP
SSL
101
3,017
0
14 Apr 2023
The Second Monocular Depth Estimation Challenge
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
iDisc: Internal Discretization for Monocular Depth Estimation
iDisc: Internal Discretization for Monocular Depth Estimation
Luigi Piccinelli
Christos Sakaridis
F. I. F. Richard Yu
27
81
0
13 Apr 2023
BEVStereo++: Accurate Depth Estimation in Multi-view 3D Object Detection
  via Dynamic Temporal Stereo
BEVStereo++: Accurate Depth Estimation in Multi-view 3D Object Detection via Dynamic Temporal Stereo
Yinhao Li
Jinrong Yang
Jian‐Yuan Sun
Han Bao
Zheng Ge
Likai Xiao
24
2
0
09 Apr 2023
EGA-Depth: Efficient Guided Attention for Self-Supervised Multi-Camera
  Depth Estimation
EGA-Depth: Efficient Guided Attention for Self-Supervised Multi-Camera Depth Estimation
Y. Shi
H. Cai
Amin Ansari
Fatih Porikli
MDE
88
17
0
06 Apr 2023
SemHint-MD: Learning from Noisy Semantic Labels for Self-Supervised
  Monocular Depth Estimation
SemHint-MD: Learning from Noisy Semantic Labels for Self-Supervised Monocular Depth Estimation
Shan Lin
Yuheng Zhi
Michael C. Yip
MDE
24
2
0
31 Mar 2023
Single Image Depth Prediction Made Better: A Multivariate Gaussian Take
Single Image Depth Prediction Made Better: A Multivariate Gaussian Take
Ce Liu
Suryansh Kumar
Shuhang Gu
Radu Timofte
Luc Van Gool
MDE
VLM
21
15
0
31 Mar 2023
DDP: Diffusion Model for Dense Visual Prediction
DDP: Diffusion Model for Dense Visual Prediction
Yuanfeng Ji
Zhe Chen
Enze Xie
Lanqing Hong
Xihui Liu
Zhaoqiang Liu
Tong Lu
Zhenguo Li
Ping Luo
DiffM
VLM
47
130
0
30 Mar 2023
SINE: Semantic-driven Image-based NeRF Editing with Prior-guided Editing
  Field
SINE: Semantic-driven Image-based NeRF Editing with Prior-guided Editing Field
Chong Bao
Yinda Zhang
Bangbang Yang
Tianxing Fan
Zesong Yang
Hujun Bao
Guofeng Zhang
Zhaopeng Cui
DiffM
195
96
0
23 Mar 2023
HRDFuse: Monocular 360°Depth Estimation by Collaboratively Learning
  Holistic-with-Regional Depth Distributions
HRDFuse: Monocular 360°Depth Estimation by Collaboratively Learning Holistic-with-Regional Depth Distributions
Hao Ai
Zidong Cao
Yan-Pei Cao
Ying Shan
Lin Wang
MDE
26
26
0
21 Mar 2023
Versatile Depth Estimator Based on Common Relative Depth Estimation and
  Camera-Specific Relative-to-Metric Depth Conversion
Versatile Depth Estimator Based on Common Relative Depth Estimation and Camera-Specific Relative-to-Metric Depth Conversion
Jinyoung Jun
Jae-Han Lee
Chang-Su Kim
MDE
19
1
0
20 Mar 2023
Spectrum-inspired Low-light Image Translation for Saliency Detection
Spectrum-inspired Low-light Image Translation for Saliency Detection
Kitty Varghese
Sudarshan Rajagopalan
Mohit Lamba
Kaushik Mitra
19
0
0
17 Mar 2023
SurroundOcc: Multi-Camera 3D Occupancy Prediction for Autonomous Driving
SurroundOcc: Multi-Camera 3D Occupancy Prediction for Autonomous Driving
Yi Wei
Linqing Zhao
Wenzhao Zheng
Zhengbiao Zhu
Jie Zhou
Jiwen Lu
3DPC
30
205
0
16 Mar 2023
Do More With What You Have: Transferring Depth-Scale from Labeled to
  Unlabeled Domains
Do More With What You Have: Transferring Depth-Scale from Labeled to Unlabeled Domains
Alexandra Dana
Nadav Carmel
Amit Shomer
O. Manela
Tomer Peleg
21
2
0
14 Mar 2023
DiffusionDepth: Diffusion Denoising Approach for Monocular Depth
  Estimation
DiffusionDepth: Diffusion Denoising Approach for Monocular Depth Estimation
Yiqun Duan
Xianda Guo
Zhengbiao Zhu
DiffM
MDE
48
68
0
09 Mar 2023
Aberration-Aware Depth-from-Focus
Aberration-Aware Depth-from-Focus
Xinge Yang
Qiang Fu
Mohammed Elhoseiny
Wolfgang Heidrich
19
9
0
08 Mar 2023
DwinFormer: Dual Window Transformers for End-to-End Monocular Depth
  Estimation
DwinFormer: Dual Window Transformers for End-to-End Monocular Depth Estimation
Md Awsafur Rahman
S. Fattah
ViT
MDE
30
4
0
06 Mar 2023
Unleashing Text-to-Image Diffusion Models for Visual Perception
Unleashing Text-to-Image Diffusion Models for Visual Perception
Wenliang Zhao
Yongming Rao
Zuyan Liu
Benlin Liu
Jie Zhou
Jiwen Lu
ObjD
VLM
MDE
160
214
0
03 Mar 2023
Monocular Depth Estimation using Diffusion Models
Monocular Depth Estimation using Diffusion Models
Saurabh Saxena
Abhishek Kar
Mohammad Norouzi
David J. Fleet
DiffM
VLM
MDE
34
84
0
28 Feb 2023
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth
S. Bhat
R. Birkl
Diana Wofk
Peter Wonka
Matthias Müller
VLM
MDE
50
483
0
23 Feb 2023
VoxFormer: Sparse Voxel Transformer for Camera-based 3D Semantic Scene
  Completion
VoxFormer: Sparse Voxel Transformer for Camera-based 3D Semantic Scene Completion
Yiming Li
Zhiding Yu
Chris Choy
Chaowei Xiao
J. Álvarez
Sanja Fidler
Chen Feng
Anima Anandkumar
ViT
27
210
0
23 Feb 2023
On the Metrics for Evaluating Monocular Depth Estimation
On the Metrics for Evaluating Monocular Depth Estimation
A. Gurram
Antonio M. López
38
3
0
20 Feb 2023
Self-Supervised Monocular Depth Estimation with Self-Reference
  Distillation and Disparity Offset Refinement
Self-Supervised Monocular Depth Estimation with Self-Reference Distillation and Disparity Offset Refinement
Zhong Liu
Ran Li
Shuwei Shao
Xingming Wu
Weihai Chen
MDE
24
30
0
20 Feb 2023
Long Range Object-Level Monocular Depth Estimation for UAVs
Long Range Object-Level Monocular Depth Estimation for UAVs
David Silva
Nicolas Jourdan
Nils Gählert
8
1
0
17 Feb 2023
URCDC-Depth: Uncertainty Rectified Cross-Distillation with CutFlip for
  Monocular Depth Estimation
URCDC-Depth: Uncertainty Rectified Cross-Distillation with CutFlip for Monocular Depth Estimation
Shuwei Shao
Z. Pei
Weihai Chen
Ran Li
Zhong Liu
Zhengguo Li
ViT
UQCV
63
35
0
16 Feb 2023
VA-DepthNet: A Variational Approach to Single Image Depth Prediction
VA-DepthNet: A Variational Approach to Single Image Depth Prediction
Ce Liu
Suryansh Kumar
Shuhang Gu
Radu Timofte
Luc Van Gool
MDE
45
54
0
13 Feb 2023
PromptMix: Text-to-image diffusion models enhance the performance of
  lightweight networks
PromptMix: Text-to-image diffusion models enhance the performance of lightweight networks
Arian Bakhtiarnia
Qi Zhang
Alexandros Iosifidis
VLM
DiffM
31
3
0
30 Jan 2023
HDPV-SLAM: Hybrid Depth-augmented Panoramic Visual SLAM for Mobile
  Mapping System with Tilted LiDAR and Panoramic Visual Camera
HDPV-SLAM: Hybrid Depth-augmented Panoramic Visual SLAM for Mobile Mapping System with Tilted LiDAR and Panoramic Visual Camera
Mostafa Ahmadi
A. A. Naeini
M. Sheikholeslami
Z. Arjmandi
Yujia Zhang
Gunho Sohn
MDE
21
5
0
27 Jan 2023
Improving Deep Regression with Ordinal Entropy
Improving Deep Regression with Ordinal Entropy
Shihao Zhang
Linlin Yang
Michael Bi Mi
Xiaoxu Zheng
Angela Yao
UQCV
19
38
0
21 Jan 2023
FG-Depth: Flow-Guided Unsupervised Monocular Depth Estimation
FG-Depth: Flow-Guided Unsupervised Monocular Depth Estimation
Junyu Zhu
Lina Liu
Yong Liu
Wanlong Li
Feng Wen
Hongbo Zhang
MDE
23
2
0
20 Jan 2023
SwinDepth: Unsupervised Depth Estimation using Monocular Sequences via
  Swin Transformer and Densely Cascaded Network
SwinDepth: Unsupervised Depth Estimation using Monocular Sequences via Swin Transformer and Densely Cascaded Network
D. Shim
H. J. Kim
ViT
MDE
13
20
0
17 Jan 2023
Dyna-DepthFormer: Multi-frame Transformer for Self-Supervised Depth
  Estimation in Dynamic Scenes
Dyna-DepthFormer: Multi-frame Transformer for Self-Supervised Depth Estimation in Dynamic Scenes
Songchun Zhang
Chunhui Zhao
ViT
MDE
25
4
0
14 Jan 2023
Elevation Estimation-Driven Building 3D Reconstruction from Single-View
  Remote Sensing Imagery
Elevation Estimation-Driven Building 3D Reconstruction from Single-View Remote Sensing Imagery
Yongqiang Mao
Kaiqiang Chen
Liangjin Zhao
Wei Chen
Deke Tang
Wenjie Liu
Zhirui Wang
Wenhui Diao
Xian Sun
Kun Fu
24
33
0
11 Jan 2023
Deep Planar Parallax for Monocular Depth Estimation
Deep Planar Parallax for Monocular Depth Estimation
H. Liang
Zhichao Li
Y. Yang
Naiyan Wang
MDE
21
0
0
09 Jan 2023
A Study on the Generality of Neural Network Structures for Monocular
  Depth Estimation
A Study on the Generality of Neural Network Structures for Monocular Depth Estimation
Ji-Hoon Bae
K. Hwang
Sunghoon Im
MDE
24
7
0
09 Jan 2023
All in Tokens: Unifying Output Space of Visual Tasks via Soft Token
All in Tokens: Unifying Output Space of Visual Tasks via Soft Token
Jia Ning
Chen Li
Zheng-Wei Zhang
Zigang Geng
Qi Dai
Kun He
Han Hu
33
44
0
05 Jan 2023
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