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2002.12114
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Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation
Computer Vision and Pattern Recognition (CVPR), 2020
27 February 2020
Yunhan Zhao
Shu Kong
Daeyun Shin
Charless C. Fowlkes
MDE
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Papers citing
"Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation"
22 / 22 papers shown
Seeing Clearly and Deeply: An RGBD Imaging Approach with a Bio-inspired Monocentric Design
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Xiaolong Qian
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Qi Jiang
Yao Gao
Kailun Yang
Kaiwei Wang
156
0
0
29 Oct 2025
Boosting Generalizability towards Zero-Shot Cross-Dataset Single-Image Indoor Depth by Meta-Initialization
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024
Cho-Ying Wu
Yiqi Zhong
Junying Wang
Ulrich Neumann
MDE
542
1
0
04 Sep 2024
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey
Uchitha Rajapaksha
Ferdous Sohel
Hamid Laga
D. Diepeveen
Mohammed Bennamoun
MDE
269
51
0
28 Jun 2024
Back to the Color: Learning Depth to Specific Color Transformation for Unsupervised Depth Estimation
Yufan Zhu
Chongzhi Ran
Mingtao Feng
Fangfang Wu
Le Dong
Weisheng Dong
Antonio M. López
G. Shi
MDE
315
0
0
11 Jun 2024
Instance Tracking in 3D Scenes from Egocentric Videos
Yunhan Zhao
Haoyu Ma
Shu Kong
Charless C. Fowlkes
3DPC
362
14
0
07 Dec 2023
GlocalFuse-Depth: Fusing Transformers and CNNs for All-day Self-supervised Monocular Depth Estimation
Zezheng Zhang
Ryan K. Y. Chan
Kenneth K. Y. Wong
MDE
ViT
164
5
0
20 Feb 2023
Mind The Edge: Refining Depth Edges in Sparsely-Supervised Monocular Depth Estimation
Computer Vision and Pattern Recognition (CVPR), 2022
L. Talker
Aviad Cohen
E. Yosef
Alexandra Dana
Michael Dinerstein
382
11
0
10 Dec 2022
Monocular Depth Decomposition of Semi-Transparent Volume Renderings
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Dominik Engel
Sebastian Hartwig
Timo Ropinski
MDE
242
2
0
27 Jun 2022
Creating a Forensic Database of Shoeprints from Online Shoe Tread Photos
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Samia Shafique
Bailey Kong
Shu Kong
Charless C. Fowlkes
387
5
0
04 May 2022
LocalBins: Improving Depth Estimation by Learning Local Distributions
European Conference on Computer Vision (ECCV), 2022
S. Bhat
Ibraheem Alhashim
Peter Wonka
MDE
263
150
0
28 Mar 2022
Long-Tailed Recognition via Weight Balancing
Computer Vision and Pattern Recognition (CVPR), 2022
Shaden Alshammari
Yu-Xiong Wang
Deva Ramanan
Shu Kong
MQ
328
191
0
27 Mar 2022
StandardSim: A Synthetic Dataset For Retail Environments
International Conference on Image Analysis and Processing (ICIAP), 2022
Cristina Mata
Nick Locascio
Mohammed Azeem Sheikh
Kenny Kihara
Daniel L. Fischetti
248
14
0
04 Feb 2022
GeoFill: Reference-Based Image Inpainting with Better Geometric Understanding
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Yunhan Zhao
Connelly Barnes
Yuqian Zhou
Eli Shechtman
Sohrab Amirghodsi
Charless C. Fowlkes
233
11
0
20 Jan 2022
CrossLoc: Scalable Aerial Localization Assisted by Multimodal Synthetic Data
Qi Yan
Jianhao Zheng
Simon Reding
Shanci Li
I. Doytchinov
392
28
0
16 Dec 2021
Towards Real-Time Monocular Depth Estimation for Robotics: A Survey
Xingshuai Dong
Matthew A. Garratt
S. Anavatti
H. Abbass
353
163
0
16 Nov 2021
Self-supervised Monocular Depth Estimation for All Day Images using Domain Separation
Lina Liu
Xibin Song
Mengmeng Wang
Yong Liu
Liangjun Zhang
MDE
210
95
0
17 Aug 2021
Self-Supervised Learning of Domain Invariant Features for Depth Estimation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Hiroyasu Akada
S. Bhat
Ibraheem Alhashim
Peter Wonka
OOD
SSL
MDE
382
16
0
04 Jun 2021
S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation
Computer Vision and Pattern Recognition (CVPR), 2021
Xiaotian Chen
Yuwang Wang
Xuejin Chen
Wenjun Zeng
3DV
3DPC
MDE
308
58
0
02 Apr 2021
DESC: Domain Adaptation for Depth Estimation via Semantic Consistency
International Journal of Computer Vision (IJCV), 2020
Adrian Lopez-Rodriguez
K. Mikolajczyk
MDE
267
51
0
03 Sep 2020
Camera Pose Matters: Improving Depth Prediction by Mitigating Pose Distribution Bias
Yunhan Zhao
Shu Kong
Charless C. Fowlkes
MDE
179
3
0
08 Jul 2020
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey
Chongzhen Zhang
Jianrui Wang
Gary G. Yen
Chaoqiang Zhao
Qiyu Sun
Yang Tang
Feng Qian
Jürgen Kurths
AAML
410
21
0
29 Mar 2020
Adversarial Discriminative Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2017
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GAN
OOD
1.5K
5,156
0
17 Feb 2017
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