Deep Ordinal Regression Network for Monocular Depth Estimation

6 June 2018

Kayhan Batmanghelich

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Papers citing "Deep Ordinal Regression Network for Monocular Depth Estimation"

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Title
Atlantis: Enabling Underwater Depth Estimation with Stable Diffusion Fan Zhang Shaodi You Yu Li Ying Fu MDE 129 20 0 19 Dec 2023
From-Ground-To-Objects: Coarse-to-Fine Self-supervised Monocular Depth Estimation of Dynamic Objects with Ground Contact Prior Jaeho Moon J. P. Bello Byeongjun Kwon Munchurl Kim 61 7 0 15 Dec 2023
OccNeRF: Advancing 3D Occupancy Prediction in LiDAR-Free Environments Chubin Zhang Juncheng Yan Yi Wei Jiaxin Li Li Liu Yansong Tang Yueqi Duan Jiwen Lu 3DV 3DPC 92 11 0 14 Dec 2023
Novel View Synthesis with View-Dependent Effects from a Single Image J. P. Bello Munchurl Kim 100 2 0 13 Dec 2023
PatchFusion: An End-to-End Tile-Based Framework for High-Resolution Monocular Metric Depth Estimation Zhenyu Li Shariq Farooq Bhat Peter Wonka MDE 87 25 0 04 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 135 173 0 04 Dec 2023
Deeper into Self-Supervised Monocular Indoor Depth Estimation Chao Fan Zhenyu Yin Yue Li Feiqing Zhang SSL MDE 76 4 0 03 Dec 2023
Learning Robust Precipitation Forecaster by Temporal Frame Interpolation Lu Han Xu-Yang Chen Han-Jia Ye De-Chuan Zhan 70 0 0 30 Nov 2023
Towards Transferable Multi-modal Perception Representation Learning for Autonomy: NeRF-Supervised Masked AutoEncoder Xiaohao Xu 131 0 0 23 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 77 8 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 58 10 0 13 Nov 2023
PolyMaX: General Dense Prediction with Mask Transformer Xuan S. Yang Liangzhe Yuan Kimberly Wilber Astuti Sharma Xiuye Gu ... Stephanie Debats Huisheng Wang Hartwig Adam Mikhail Sirotenko Liang-Chieh Chen 100 15 0 09 Nov 2023
Enhancing Monocular Height Estimation from Aerial Images with Street-view Images Xiaomou Hou Wanshui Gan Naoto Yokoya MDE 62 1 0 03 Nov 2023
Learning to Adapt CLIP for Few-Shot Monocular Depth Estimation Xue-mei Hu Ce Zhang Yi Zhang Bowen Hai Ke Yu Zhihai He MDE VLM 98 18 0 02 Nov 2023
Deep Imbalanced Regression via Hierarchical Classification Adjustment Haipeng Xiong Angela Yao 82 3 0 26 Oct 2023
G2-MonoDepth: A General Framework of Generalized Depth Inference from Monocular RGB+X Data Haotian Wang Meng Yang Nanning Zheng VLM MDE 111 8 0 24 Oct 2023
HeightFormer: A Multilevel Interaction and Image-adaptive Classification-regression Network for Monocular Height Estimation with Aerial Images Zhan Chen Yidan Zhang Xiyu Qi Yongqiang Mao Xin Zhou Lulu Niu Hui Wu Lei Wang Yunping Ge 46 5 0 12 Oct 2023
S4C: Self-Supervised Semantic Scene Completion with Neural Fields Adrian Hayler Felix Wimbauer Dominik Muhle Christian Rupprecht Daniel Cremers 115 22 0 11 Oct 2023
Robust Unsupervised Domain Adaptation by Retaining Confident Entropy via Edge Concatenation Hye-Seong Hong Abhishek Kumar Dong-Gyu Lee AAML 80 5 0 11 Oct 2023
MeSa: Masked, Geometric, and Supervised Pre-training for Monocular Depth Estimation Muhammad Osama Khan Junbang Liang Chun-Kai Wang Shan Yang Yu Lou MDE 84 4 0 06 Oct 2023
GSDC Transformer: An Efficient and Effective Cue Fusion for Monocular Multi-Frame Depth Estimation N. Fang Le-miao Qiu Shuyou Zhang Zili Wang Zheyuan Zhou Kerui Hu 56 1 0 29 Sep 2023
HTC-DC Net: Monocular Height Estimation from Single Remote Sensing Images Sining Chen Yilei Shi Zhitong Xiong Xiaoxiang Zhu 46 9 0 28 Sep 2023
BEVHeight++: Toward Robust Visual Centric 3D Object Detection Lei Yang Dor Tsur Ziv Goldfeld Peng Chen Kun Yuan Li-e Wang Yi Huang Xinyu Zhang Kaicheng Yu 105 24 0 28 Sep 2023
GasMono: Geometry-Aided Self-Supervised Monocular Depth Estimation for Indoor Scenes Chaoqiang Zhao Matteo Poggi Fabio Tosi Lei Zhou Qiyu Sun Yang Tang S. Mattoccia MDE 107 16 0 26 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 72 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 55 53 0 25 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 85 4 0 24 Sep 2023
SRFNet: Monocular Depth Estimation with Fine-grained Structure via Spatial Reliability-oriented Fusion of Frames and Events Tianbo Pan Zidong Cao Lin Wang MDE 75 6 0 22 Sep 2023
NDDepth: Normal-Distance Assisted Monocular Depth Estimation Shuwei Shao Z. Pei Weihai Chen Xingming Wu Zhengguo Li MDE 89 46 0 19 Sep 2023
PanopticNeRF-360: Panoramic 3D-to-2D Label Transfer in Urban Scenes Xiao Fu Shangzhan Zhang Tianrun Chen Yichong Lu Xiaowei Zhou Andreas Geiger Yiyi Liao 3DPC 149 9 0 19 Sep 2023
GEDepth: Ground Embedding for Monocular Depth Estimation Xiaodong Yang Zhuang Ma Zhiyu Ji Zhe Ren MDE 88 27 0 18 Sep 2023
Robust Geometry-Preserving Depth Estimation Using Differentiable Rendering Chi Zhang Wei Yin Gang Yu Zhibin Wang Tao Chen Bin-Bin Fu Qiufeng Wang Chunhua Shen MDE 160 6 0 18 Sep 2023
Depth Estimation from a Single Optical Encoded Image using a Learned Colored-Coded Aperture Jhon Lopez Edwin Vargas Henry Arguello 51 2 0 14 Sep 2023
An Explicit Method for Fast Monocular Depth Recovery in Corridor Environments Yehao Liu Ruoyan Xia Xiaosu Xu Zijian Wang Yiqing Yao Mingze Fan MDE 61 0 0 14 Sep 2023
Unleashing the Power of Depth and Pose Estimation Neural Networks by Designing Compatible Endoscopic Images Junyang Wu Yun Gu 23 1 0 14 Sep 2023
AmodalSynthDrive: A Synthetic Amodal Perception Dataset for Autonomous Driving Ahmed Rida Sekkat Rohit Mohan Oliver Sawade Elmar Matthes Abhinav Valada 134 11 0 12 Sep 2023
Towards Better Data Exploitation in Self-Supervised Monocular Depth Estimation Jinfeng Liu Lingtong Kong J. Yang Wen Liu MDE 80 10 0 11 Sep 2023
Joint Self-supervised Depth and Optical Flow Estimation towards Dynamic Objects Zhengyang Lu Ying Chen 3DPC MDE 70 17 0 07 Sep 2023
Spatial and Visual Perspective-Taking via View Rotation and Relation Reasoning for Embodied Reference Understanding Cheng Shi Sibei Yang LRM 53 7 0 03 Sep 2023
Two-in-One Depth: Bridging the Gap Between Monocular and Binocular Self-supervised Depth Estimation Zhengming Zhou Qiulei Dong MDE 68 8 0 02 Sep 2023
SQLdepth: Generalizable Self-Supervised Fine-Structured Monocular Depth Estimation Youhong Wang Yunji Liang Hao Xu Shaohui Jiao Hongkai Yu MDE 85 38 0 01 Sep 2023
Semi-Supervised Semantic Depth Estimation using Symbiotic Transformer and NearFarMix Augmentation Md Awsafur Rahman S. Fattah ViT MDE 50 1 0 28 Aug 2023
Vision-Based Human Pose Estimation via Deep Learning: A Survey Gongjin Lan Yuehua Wu Fei Hu Qi Hao 3DH 105 49 0 26 Aug 2023
Panoptic-Depth Color Map for Combination of Depth and Image Segmentation Jiaxin Yu S. Pei SSeg 18 0 0 24 Aug 2023
WS-SfMLearner: Self-supervised Monocular Depth and Ego-motion Estimation on Surgical Videos with Unknown Camera Parameters Ange Lou J. Noble MDE 57 10 0 22 Aug 2023
A step towards understanding why classification helps regression S. Pintea Yancong Lin J. Dijkstra Jan van Gemert 80 11 0 21 Aug 2023
LightDepth: Single-View Depth Self-Supervision from Illumination Decline Javier Rodríguez-Puigvert Víctor M. Batlle José M.M. Montiel Ruben Martinez Cantin Pascal Fua Juan D. Tardós Javier Civera 107 10 0 21 Aug 2023
Robust Monocular Depth Estimation under Challenging Conditions Stefano Gasperini Nils Morbitzer Hyunjun Jung Nassir Navab F. Tombari 86 48 0 18 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 101 74 0 16 Aug 2023
UniTR: A Unified and Efficient Multi-Modal Transformer for Bird's-Eye-View Representation Haiyang Wang Hao Tang Shaoshuai Shi Aoxue Li Zhenguo Li Bernt Schiele Liwei Wang ViT 123 56 0 15 Aug 2023