NeW CRFs: Neural Window Fully-connected CRFs for Monocular Depth Estimation

3 March 2022

Xiaodong Gu

Papers citing "NeW CRFs: Neural Window Fully-connected CRFs for Monocular Depth Estimation"

50 / 100 papers shown

Title
CLIP Can Understand Depth Dunam Kim Seokju Lee VLM MDE 51 2 0 05 Feb 2024
DUSt3R: Geometric 3D Vision Made Easy Shuzhe Wang Vincent Leroy Yohann Cabon Boris Chidlovskii Jérôme Revaud 3DGS 39 327 0 21 Dec 2023
Zero-Shot Metric Depth with a Field-of-View Conditioned Diffusion Model Saurabh Saxena Junhwa Hur Charles Herrmann Deqing Sun David J. Fleet DiffM 41 26 0 20 Dec 2023
Atlantis: Enabling Underwater Depth Estimation with Stable Diffusion Fan Zhang Shaodi You Yu Li Ying Fu MDE 51 18 0 19 Dec 2023
Camera Height Doesn't Change: Unsupervised Training for Metric Monocular Road-Scene Depth Estimation Genki Kinoshita Ko Nishino MDE 21 1 0 07 Dec 2023
MonoDiffusion: Self-Supervised Monocular Depth Estimation Using Diffusion Model Shuwei Shao Zhongcai Pei Weihai Chen Dingchi Sun Peter C. Y. Chen Zhengguo Li MDE DiffM 24 7 0 13 Nov 2023
NDDepth: Normal-Distance Assisted Monocular Depth Estimation and Completion Shuwei Shao Zhongcai Pei Weihai Chen Peter C. Y. Chen Zhengguo Li 30 5 0 13 Nov 2023
Analysis of NaN Divergence in Training Monocular Depth Estimation Model Bum Jun Kim Hyeonah Jang Sang Woo Kim 32 0 0 07 Nov 2023
G2-MonoDepth: A General Framework of Generalized Depth Inference from Monocular RGB+X Data Haotian Wang Meng Yang Nanning Zheng VLM MDE 29 8 0 24 Oct 2023
Improving Equivariance in State-of-the-Art Supervised Depth and Normal Predictors Yuanyi Zhong Anand Bhattad Yu-Xiong Wang David Forsyth MDE 26 2 0 28 Sep 2023
ADU-Depth: Attention-based Distillation with Uncertainty Modeling for Depth Estimation Zizhang Wu Zhuozheng Li Zhi-Gang Fan Yunzhe Wu Xiaoquan Wang Rui Tang Jian Pu 23 1 0 26 Sep 2023
IEBins: Iterative Elastic Bins for Monocular Depth Estimation Shuwei Shao Z. Pei Xingming Wu Zhong Liu Weihai Chen Zhengguo Li MDE 29 46 0 25 Sep 2023
NDDepth: Normal-Distance Assisted Monocular Depth Estimation Shuwei Shao Z. Pei Weihai Chen Xingming Wu Zhengguo Li MDE 22 40 0 19 Sep 2023
Depth Estimation from a Single Optical Encoded Image using a Learned Colored-Coded Aperture Jhon Lopez Edwin Vargas Henry Arguello 24 2 0 14 Sep 2023
A survey on efficient vision transformers: algorithms, techniques, and performance benchmarking Lorenzo Papa Paolo Russo Irene Amerini Luping Zhou 33 43 0 05 Sep 2023
Semi-Supervised Semantic Depth Estimation using Symbiotic Transformer and NearFarMix Augmentation Md Awsafur Rahman S. Fattah ViT MDE 30 1 0 28 Aug 2023
Improving Depth Gradient Continuity in Transformers: A Comparative Study on Monocular Depth Estimation with CNN Jiawei Yao Tong Wu Xiaofeng Zhang ViT MDE 42 74 0 16 Aug 2023
Out-of-Distribution Detection for Monocular Depth Estimation Julia Hornauer Adrian Holzbock Vasileios Belagiannis UQCV 35 4 0 11 Aug 2023
The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation Lingdong Kong Yaru Niu Shaoyuan Xie Hanjiang Hu Lai Xing Ng ... Zhenyu Li Runze Chen Haiyong Luo Fang Zhao Jing Yu 31 13 0 27 Jul 2023
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
Kick Back & Relax: Learning to Reconstruct the World by Watching SlowTV Jaime Spencer Chris Russell Simon Hadfield Richard Bowden MDE 38 19 0 20 Jul 2023
Measuring and Modeling Uncertainty Degree for Monocular Depth Estimation Mochu Xiang Jing Zhang Nick Barnes Yuchao Dai UQCV 45 3 0 19 Jul 2023
Uncertainty-aware State Space Transformer for Egocentric 3D Hand Trajectory Forecasting Wentao Bao Lele Chen Libing Zeng Zhong Li Yinghao Xu Junsong Yuan Yubo Kong 29 15 0 17 Jul 2023
Learnable Differencing Center for Nighttime Depth Perception Zhiqiang Yan Yupeng Zheng Chongyi Li Jun Yu Li Jian Yang 3DV 25 11 0 26 Jun 2023
Depth-Relative Self Attention for Monocular Depth Estimation Kyuhong Shim Jiyoung Kim Gusang Lee B. Shim MDE 26 7 0 25 Apr 2023
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 32 4 0 25 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 32 11 0 14 Apr 2023
iDisc: Internal Discretization for Monocular Depth Estimation Luigi Piccinelli Daniel Gehrig Feng Yu 35 81 0 13 Apr 2023
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
Single Image Depth Prediction Made Better: A Multivariate Gaussian Take Ce Liu Suryansh Kumar Shuhang Gu Radu Timofte Luc Van Gool MDE VLM 29 15 0 31 Mar 2023
A Simple Baseline for Supervised Surround-view Depth Estimation Xianda Guo Wenjie Yuan Yunpeng Zhang Tian Yang Chenming Zhang Zhengbiao Zhu Long Chen MDE 44 3 0 14 Mar 2023
DiffusionDepth: Diffusion Denoising Approach for Monocular Depth Estimation Yiqun Duan Xianda Guo Zhengbiao Zhu DiffM MDE 48 68 0 09 Mar 2023
DwinFormer: Dual Window Transformers for End-to-End Monocular Depth Estimation Md Awsafur Rahman S. Fattah ViT MDE 38 4 0 06 Mar 2023
FLSea: Underwater Visual-Inertial and Stereo-Vision Forward-Looking Datasets Yelena Randall T. Treibitz MDE 26 18 0 24 Feb 2023
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 68 35 0 16 Feb 2023
VA-DepthNet: A Variational Approach to Single Image Depth Prediction Ce Liu Suryansh Kumar Shuhang Gu Radu Timofte Luc Van Gool MDE 53 54 0 13 Feb 2023
Behind the Scenes: Density Fields for Single View Reconstruction Felix Wimbauer Nan Yang Christian Rupprecht Daniel Cremers MDE 42 51 0 18 Jan 2023
ROBUSfT: Robust Real-Time Shape-from-Template, a C++ Library Mohammadreza Shetab-Bushehri Miguel Aranda Y. Mezouar Adrien Bartoli Erol Özgür 3DH 3DPC 22 5 0 10 Jan 2023
Geometry-Aware Network for Domain Adaptive Semantic Segmentation Yinghong Liao Wending Zhou Xu Yan Shuguang Cui Yizhou Yu Zhen Li 3DPC 38 4 0 02 Dec 2022
Spatial-Temporal Attention Network for Open-Set Fine-Grained Image Recognition Jiaying Sun Hong Wang Qiulei Dong 3DPC ViT 16 1 0 25 Nov 2022
SfM-TTR: Using Structure from Motion for Test-Time Refinement of Single-View Depth Networks Sergio Izquierdo Javier Civera TTA MDE 40 7 0 24 Nov 2022
Attention Attention Everywhere: Monocular Depth Prediction with Skip Attention Ashutosh Agarwal Chetan Arora MDE 21 136 0 17 Oct 2022
DenseTact 2.0: Optical Tactile Sensor for Shape and Force Reconstruction Won Kyung Do Bianca Jurewicz Monroe Kennedy 50 40 0 21 Sep 2022
DevNet: Self-supervised Monocular Depth Learning via Density Volume Construction Kaichen Zhou Lanqing Hong Changhao Chen Hang Xu Chao Ye Qingyong Hu Zhenguo Li MDE 98 31 0 14 Sep 2022
Outdoor Monocular Depth Estimation: A Research Review Pulkit Vyas Chirag Saxena Anwesh Badapanda Anurag Goswami MDE 37 14 0 03 May 2022
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation Zhenyu Li Xuyang Wang Xianming Liu Junjun Jiang MDE 24 191 0 03 Apr 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
$UniFuse: Unidirectional Fusion for 360$^{\circ}$ Panorama Depth Estimation$ UniFuse: Unidirectional Fusion for 360 $^{\circ}$ Panorama Depth Estimation Hualie Jiang Zhe Sheng Siyu Zhu Zilong Dong Rui Huang MDE 73 112 0 06 Feb 2021
SeasonDepth: Cross-Season Monocular Depth Prediction Dataset and Benchmark under Multiple Environments Hanjiang Hu B. Yang Zhijian Qiao Shiqi Liu Weiang Shi Zuxin Liu Wenhao Ding Ding Zhao Hesheng Wang VLM MDE 35 14 0 09 Nov 2020
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