VA-DepthNet: A Variational Approach to Single Image Depth Prediction

13 February 2023

Ce Liu

Suryansh Kumar

Shuhang Gu

Radu Timofte

Luc Van Gool

MDE

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Papers citing "VA-DepthNet: A Variational Approach to Single Image Depth Prediction"

39 / 39 papers shown

Title
Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis Bingxin Ke Kevin Qu Tianfu Wang Nando Metzger Shengyu Huang Bo Li Anton Obukhov Konrad Schindler DiffM VLM 25 0 0 14 May 2025
VGLD: Visually-Guided Linguistic Disambiguation for Monocular Depth Scale Recovery Bojin Wu Jing Chen MDE 46 0 0 05 May 2025
Dense Geometry Supervision for Underwater Depth Estimation Wenxiang Gua Lin Qia MDE 30 0 0 25 Apr 2025
MonoTher-Depth: Enhancing Thermal Depth Estimation via Confidence-Aware Distillation Xingxing Zuo Nikhil Ranganathan Connor T. Lee Georgia Gkioxari Soon-Jo Chung VLM 60 1 0 21 Apr 2025
CoL3D: Collaborative Learning of Single-view Depth and Camera Intrinsics for Metric 3D Shape Recovery Chenghao Zhang Lubin Fan Shen Cao Bojian Wu Jieping Ye 81 0 0 13 Feb 2025
LiRCDepth: Lightweight Radar-Camera Depth Estimation via Knowledge Distillation and Uncertainty Guidance Huawei Sun Nastassia Vysotskaya Tobias Sukianto Hao Feng Julius Ott Xiangyuan Peng Lorenzo Servadei Robert Wille 79 0 0 20 Dec 2024
PriorDiffusion: Leverage Language Prior in Diffusion Models for Monocular Depth Estimation Ziyao Zeng Jingcheng Ni Daniel Wang Patrick Rim Younjoon Chung Fengyu Yang Byung-Woo Hong A. Wong DiffM MDE 108 2 0 24 Nov 2024
MetricGold: Leveraging Text-To-Image Latent Diffusion Models for Metric Depth Estimation Ansh Shah K Madhava Krishna DiffM 34 0 0 16 Nov 2024
DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain Kun Wang Zhiqiang Yan Junkai Fan Wanlu Zhu Xianrui Li Jun Li Jian Yang MDE 39 5 0 19 Oct 2024
RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions Ziyao Zeng Yangchao Wu Hyoungseob Park Daniel Wang Fengyu Yang Stefano Soatto Dong Lao Byung-Woo Hong Alex Wong MDE 28 7 0 03 Oct 2024
HazyDet: Open-source Benchmark for Drone-view Object Detection with Depth-cues in Hazy Scenes Changfeng Feng Zhenyuan Chen Renke Kou Guangwei Gao Chunping Wang Xiang Li Xiangbo Shu Yimian Dai Qiang Fu Jian Yang 28 4 0 30 Sep 2024
Evidential Transformers for Improved Image Retrieval Danilo Dordevic Suryansh Kumar ViT 43 0 0 02 Sep 2024
InSpaceType: Dataset and Benchmark for Reconsidering Cross-Space Type Performance in Indoor Monocular Depth Cho-Ying Wu Quankai Gao Chin-Cheng Hsu Te-Lin Wu Jing-Wen Chen Ulrich Neumann MDE 32 0 0 25 Aug 2024
Stereo Risk: A Continuous Modeling Approach to Stereo Matching Ce Liu Suryansh Kumar Shuhang Gu Radu Timofte Yao Yao Luc Van Gool 37 5 0 03 Jul 2024
OGNI-DC: Robust Depth Completion with Optimization-Guided Neural Iterations Yiming Zuo Jia Deng VLM 29 9 0 17 Jun 2024
Know Your Neighbors: Improving Single-View Reconstruction via Spatial Vision-Language Reasoning Rui Li Tobias Fischer Mattia Segu Marc Pollefeys Luc Van Gool Federico Tombari 24 8 0 04 Apr 2024
WorDepth: Variational Language Prior for Monocular Depth Estimation Ziyao Zeng Daniel Wang Fengyu Yang Hyoungseob Park Yangchao Wu Stefano Soatto Byung-Woo Hong Dong Lao Alex Wong MDE 48 26 0 04 Apr 2024
UniDepth: Universal Monocular Metric Depth Estimation Luigi Piccinelli Yung-Hsu Yang Daniel Gehrig Mattia Segu Siyuan Li Luc Van Gool Fisher Yu VLM MDE 78 128 0 27 Mar 2024
Atlantis: Enabling Underwater Depth Estimation with Stable Diffusion Fan Zhang Shaodi You Yu Li Ying Fu MDE 48 18 0 19 Dec 2023
Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation Bingxin Ke Anton Obukhov Shengyu Huang Nando Metzger Rodrigo Caye Daudt Konrad Schindler VLM MDE 40 145 0 04 Dec 2023
UC-NeRF: Neural Radiance Field for Under-Calibrated Multi-view Cameras in Autonomous Driving Kai-Sheng Cheng Xiaoxiao Long Wei Yin Jin Wang Zhiqiang Wu Yuexin Ma Kaixuan Wang Xiaozhi Chen Xuejin Chen 48 20 0 28 Nov 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 21 7 0 13 Nov 2023
Learning Robust Multi-Scale Representation for Neural Radiance Fields from Unposed Images Nishant Jain Suryansh Kumar Luc Van Gool 3DV 23 4 0 08 Nov 2023
OmniVec: Learning robust representations with cross modal sharing Siddharth Srivastava Gaurav Sharma SSL 29 64 0 07 Nov 2023
Analysis of NaN Divergence in Training Monocular Depth Estimation Model Bum Jun Kim Hyeonah Jang Sang Woo Kim 29 0 0 07 Nov 2023
Joint Depth Prediction and Semantic Segmentation with Multi-View SAM Mykhailo Shvets Dongxu Zhao Marc Niethammer Roni Sengupta Alexander C. Berg MDE 30 8 0 31 Oct 2023
InSpaceType: Reconsider Space Type in Indoor Monocular Depth Estimation Cho-Ying Wu Quankai Gao Chin-Cheng Hsu Te-Lin Wu Jing-Wen Chen Ulrich Neumann MDE 23 4 0 24 Sep 2023
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Radu Timotfe Luc Van Gool DiffM VLM 39 14 0 26 Aug 2023
Multi-Modal Multi-Task (3MT) Road Segmentation Erkan Milli Özgür Erkent A. Yılmaz 26 8 0 23 Aug 2023
Towards Zero-Shot Scale-Aware Monocular Depth Estimation Vitor Campagnolo Guizilini Igor Vasiljevic Di Chen Rares Andrei Ambrus Adrien Gaidon MDE 27 75 0 29 Jun 2023
Learnable Differencing Center for Nighttime Depth Perception Zhiqiang Yan Yupeng Zheng Chongyi Li Jun Yu Li Jian Yang 3DV 25 10 0 26 Jun 2023
Meta-Optimization for Higher Model Generalizability in Single-Image Depth Prediction Cho-Ying Wu Yiqi Zhong Junying Wang Ulrich Neumann MDE 33 5 0 12 May 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
Enhanced Stable View Synthesis Nishant Jain Suryansh Kumar Luc Van Gool 23 6 0 30 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
Deep Planar Parallax for Monocular Depth Estimation H. Liang Zhichao Li Y. Yang Naiyan Wang MDE 28 0 0 09 Jan 2023
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation Zhenyu Li Xuyang Wang Xianming Liu Junjun Jiang MDE 24 191 0 03 Apr 2022
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