Deep Convolutional Neural Fields for Depth Estimation from a Single Image

24 November 2014

Fayao Liu

Chunhua Shen

Guosheng Lin

MDE

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Papers citing "Deep Convolutional Neural Fields for Depth Estimation from a Single Image"

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Title
Always Clear Depth: Robust Monocular Depth Estimation under Adverse Weather Kui Jiang Jing Cao Zhaocheng Yu Junjun Jiang Jingchun Zhou MDE 14 0 0 18 May 2025
The Fourth Monocular Depth Estimation Challenge Anton Obukhov Matteo Poggi Fabio Tosi Ripudaman Singh Arora Jaime Spencer ... Tuan-Anh Yang Minh-Quang Nguyen T. Tran Albert Luginov Muhammad Shahzad MDE 183 0 0 24 Apr 2025
Boosting Omnidirectional Stereo Matching with a Pre-trained Depth Foundation Model Jannik Endres Oliver Hahn Charles Corbière Simone Schaub-Meyer Stefan Roth Alexandre Alahi MDE 39 0 0 30 Mar 2025
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks Alessio Quercia Erenus Yildiz Zhuo Cao Kai Krajsek Abigail Morrison Ira Assent Hanno Scharr 56 0 0 22 Jan 2025
Denoising Nearest Neighbor Graph via Continuous CRF for Visual Re-ranking without Fine-tuning JaeYoon Kim Y. Cho Taeyong Kim Sung-eui Yoon 82 0 0 18 Dec 2024
Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models Shuhong Zheng Zhipeng Bao Ruoyu Zhao Martial Hebert Yu-xiong Wang DiffM 40 0 0 07 Nov 2024
Optical Lens Attack on Monocular Depth Estimation for Autonomous Driving Ce Zhou Qiben Yan Daniel Kent Guangjing Wang Weikang Ding Ziqi Zhang Hayder Radha AAML 56 0 0 31 Oct 2024
SinkSAM: A Monocular Depth-Guided SAM Framework for Automatic Sinkhole Segmentation Osher Rafaeli T. Svoray Ariel Nahlieli 33 0 0 02 Oct 2024
Learning from Pattern Completion: Self-supervised Controllable Generation Zhiqiang Chen Guofan Fan Jinying Gao Lei Ma Bo Lei Tiejun Huang Shan Yu 43 0 0 27 Sep 2024
Optical Lens Attack on Deep Learning Based Monocular Depth Estimation Ce Zhou Qiben Yan Daniel Kent Guangjing Wang Ziqi Zhang Hayder Radha AAML 40 0 0 25 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
ScaleDepth: Decomposing Metric Depth Estimation into Scale Prediction and Relative Depth Estimation Ruijie Zhu Chuxin Wang Ziyang Song Li Liu Tianzhu Zhang Yongdong Zhang MDE 37 6 0 11 Jul 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 43 11 0 28 Jun 2024
UVCPNet: A UAV-Vehicle Collaborative Perception Network for 3D Object Detection Yuchao Wang Peirui Cheng Pengju Tian Ziyang Yuan Liangjin Zhao Jing Tian Wensheng Wang Zhirui Wang Xian Sun 45 2 0 07 Jun 2024
Quantifying Task Priority for Multi-Task Optimization Wooseong Jeong Kuk-Jin Yoon 34 3 0 05 Jun 2024
Domain-Transferred Synthetic Data Generation for Improving Monocular Depth Estimation Seungyeop Lee Knut Peterson Solmaz Arezoomandan Bill Cai Peihan Li Lifeng Zhou David Han MDE 21 0 0 02 May 2024
The Third Monocular Depth Estimation Challenge Jaime Spencer Fabio Tosi Matteo Poggi Ripudaman Singh Arora Chris Russell ... Albert Luginov Muhammad Shahzad Seyed Hosseini Aleksander Trajcevski James H. Elder MDE 41 7 0 25 Apr 2024
Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification Shivvrat Arya Yu Xiang Vibhav Gogate BDL 23 1 0 17 Apr 2024
GAM-Depth: Self-Supervised Indoor Depth Estimation Leveraging a Gradient-Aware Mask and Semantic Constraints Anqi Cheng Zhiyuan Yang Haiyue Zhu Kezhi Mao MDE 51 1 0 22 Feb 2024
GenDepth: Generalizing Monocular Depth Estimation for Arbitrary Camera Parameters via Ground Plane Embedding Karlo Koledić Luka V. Petrović Ivan Petrović Ivan Marković MDE 28 1 0 10 Dec 2023
Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI Sean I. Young Yael Balbastre Bruce Fischl Polina Golland Juan Eugenio Iglesias 49 1 0 05 Dec 2023
BEVNeXt: Reviving Dense BEV Frameworks for 3D Object Detection Zhenxin Li Shiyi Lan Jose M. Alvarez Zuxuan Wu 41 15 0 04 Dec 2023
Optimizing rgb-d semantic segmentation through multi-modal interaction and pooling attention Shuai Zhang Minghong Xie 43 0 0 19 Nov 2023
MonoProb: Self-Supervised Monocular Depth Estimation with Interpretable Uncertainty Rémi Marsal F. Chabot Angélique Loesch William Grolleau H. Sahbi MDE UQCV 41 7 0 10 Nov 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
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
Towards Better Data Exploitation in Self-Supervised Monocular Depth Estimation Jinfeng Liu Lingtong Kong J. Yang Wei Liu MDE 35 9 0 11 Sep 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 34 13 0 27 Jul 2023
Probabilistic Multimodal Depth Estimation Based on Camera-LiDAR Sensor Fusion Johan S. Obando-Ceron Victor A. Romero-Cano S. Monteiro MDE 41 3 0 20 Jul 2023
TransPose: A Transformer-based 6D Object Pose Estimation Network with Depth Refinement Mahmoud Abdulsalam Nabil Aouf ViT 31 2 0 09 Jul 2023
A Comprehensive Introduction of Visual-Inertial Navigation Yangyang Ning 16 1 0 28 Jun 2023
Self-supervised Multi-task Learning Framework for Safety and Health-Oriented Connected Driving Environment Perception using Onboard Camera Shaocheng Jia Wei-Ting Yao 35 0 0 20 Jun 2023
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 40 0 0 12 May 2023
High-Resolution Synthetic RGB-D Datasets for Monocular Depth Estimation Aakash Rajpal N. Cheema K. Illgner-Fehns P. Slusallek S. Jaiswal MDE 3DV 43 12 0 02 May 2023
A geometry-aware deep network for depth estimation in monocular endoscopy Yongming Yang Shuwei Shao Tao Yang P. Wang Zhuo Yang Cheng Wu Hao Liu MDE 22 20 0 20 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
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
HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling Yujian Zheng Zirong Jin Moran Li Haibin Huang Chongyang Ma Shuguang Cui Xiaoguang Han 3DH 19 28 0 05 Mar 2023
Deep Dependency Networks for Multi-Label Classification Shivvrat Arya Yu Xiang Vibhav Gogate 13 0 0 01 Feb 2023
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 56 44 0 05 Jan 2023
Vision-Based Environmental Perception for Autonomous Driving Fei Liu Zihao Lu Xianke Lin 24 15 0 22 Dec 2022
Efficient Single-Image Depth Estimation on Mobile Devices, Mobile AI & AIM 2022 Challenge: Report Andrey D. Ignatov Grigory Malivenko Radu Timofte Lukasz Treszczotko Xin-ke Chang ... Dongwon Park Seongmin Hong Joonhee Lee Seunggyu Lee Sengsub Chun 36 17 0 07 Nov 2022
U-HRNet: Delving into Improving Semantic Representation of High Resolution Network for Dense Prediction Jian Wang Xiang Long Guowei Chen Zewu Wu Zeyu Chen Errui Ding SSeg 25 11 0 13 Oct 2022
IronDepth: Iterative Refinement of Single-View Depth using Surface Normal and its Uncertainty Gwangbin Bae Ignas Budvytis R. Cipolla 22 27 0 07 Oct 2022
Self-Supervised Monocular Depth Underwater Shlomi Amitai Itzik Klein T. Treibitz MDE 34 8 0 06 Oct 2022
BiFuse++: Self-supervised and Efficient Bi-projection Fusion for 360 Depth Estimation Fu-En Wang Yu-Hsuan Yeh Yi-Hsuan Tsai Wei-Chen Chiu Min Sun MDE 29 32 0 07 Sep 2022
PIFu for the Real World: A Self-supervised Framework to Reconstruct Dressed Human from Single-view Images Zhangyang Xiong Dong Du Yushuang Wu Jing Dong Di Kang Linchao Bao Xiaoguang Han 3DH 39 1 0 23 Aug 2022
DeepFusion: Real-Time Dense 3D Reconstruction for Monocular SLAM using Single-View Depth and Gradient Predictions Tristan Laidlow J. Czarnowski Stefan Leutenegger 3DGS MDE 52 55 0 25 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 55 0 25 Jul 2022
ShapeCrafter: A Recursive Text-Conditioned 3D Shape Generation Model Rao Fu Xiaoyu Zhan Yiwen Chen Daniel E. Ritchie Srinath Sridhar 39 79 0 19 Jul 2022