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
OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM Jinhong Wang Shuo Tong Jian Liu Dongqi Tang Weiqiang Wang Wentong Li Hongxia Xu Danny Chen Jintai Chen Jian Wu LRM 74 0 0 01 Jul 2025
TR2M: Transferring Monocular Relative Depth to Metric Depth with Language Descriptions and Scale-Oriented Contrast Beilei Cui Yiming Huang Long Bai Hongliang Ren 18 0 0 16 Jun 2025
Vision-based Lifting of 2D Object Detections for Automated Driving Hendrik Königshof Kun Li Christoph Stiller 3DPC 26 0 0 13 Jun 2025
3D-Aware Vision-Language Models Fine-Tuning with Geometric Distillation Seonho Lee Jiho Choi Inha Kang Jiwook Kim J. Park Hyunjung Shim VLM 50 0 0 11 Jun 2025
Perfecting Depth: Uncertainty-Aware Enhancement of Metric Depth Jinyoung Jun Lei Chu Jiahao Li Yan Lu Chang-Su Kim MDE 128 0 0 05 Jun 2025
Towards In-the-wild 3D Plane Reconstruction from a Single Image Jiachen Liu Rui Yu Sili Chen Sharon X. Huang Hengkai Guo 3DV 50 1 0 03 Jun 2025
Enhancing Monocular Height Estimation via Weak Supervision from Imperfect Labels Sining Chen Yilei Shi Xiao Xiang Zhu 52 0 0 03 Jun 2025
Towards Generating Realistic Underwater Images Abdul-Kazeem Shamba GAN 59 0 0 20 May 2025
Depth Anything with Any Prior Zehan Wang Siyu Chen Lihe Yang Jialei Wang Ziang Zhang Hengshuang Zhao Zhou Zhao 3DGS VLM MDE 82 0 0 15 May 2025
GaussianFormer3D: Multi-Modal Gaussian-based Semantic Occupancy Prediction with 3D Deformable Attention Lingjun Zhao Sizhe Wei James Hays Lu Gan 3DGS 3DPC 69 0 0 15 May 2025
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 116 1 0 14 May 2025
VGLD: Visually-Guided Linguistic Disambiguation for Monocular Depth Scale Recovery Bojin Wu Jing Chen MDE 122 0 0 05 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 444 1 0 24 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 170 2 0 21 Apr 2025
VistaDepth: Frequency Modulation With Bias Reweighting For Enhanced Long-Range Depth Estimation Mingxia Zhan Li Zhang Xiaomeng Chu Beibei Wang MDE 207 0 0 21 Apr 2025
Are you SURE? Enhancing Multimodal Pretraining with Missing Modalities through Uncertainty Estimation Duy Nguyen Quan Huu Do Khoa D. Doan Minh N. Do 75 0 0 18 Apr 2025
Metric-Solver: Sliding Anchored Metric Depth Estimation from a Single Image Tao Wen Jiadong Wang Yuxiao Chen Shugong Xu Chi Zhang Xuelong Li MDE 119 0 0 16 Apr 2025
Pseudo-Label Guided Real-World Image De-weathering: A Learning Framework with Imperfect Supervision Heming Xu Xiaohui Liu Zhilu Zhang Hongzhi Zhang Xiaohe Wu Wangmeng Zuo 65 0 0 14 Apr 2025
AerialVG: A Challenging Benchmark for Aerial Visual Grounding by Exploring Positional Relations Junli Liu Qizhi Chen Zechuan Wang Yiwen Tang Yiting Zhang Chi Yan Dong Wang Xiaochen Li Bin Zhao CoGe 151 0 0 10 Apr 2025
All-day Depth Completion via Thermal-LiDAR Fusion Janghyun Kim Minseong Kweon Jinsun Park Ukcheol Shin VLM 94 0 0 03 Apr 2025
Generate the browsing process for short-video recommendation Chao Feng Yanze Zhang Chenghao Zhang 158 0 0 02 Apr 2025
GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors Tian-Xing Xu Xiangjun Gao Wenbo Hu Xiaoyu Li Song-Hai Zhang Ying Shan VGen MDE 140 2 0 01 Apr 2025
Distance Estimation to Support Assistive Drones for the Visually Impaired using Robust Calibration Suman Raj Bhavani A Madhabhavi Madhav Kumar Prabhav Gupta Yogesh Simmhan 80 1 0 31 Mar 2025
MVSAnywhere: Zero-Shot Multi-View Stereo Sergio Izquierdo Mohamed Sayed Michael Firman Guillermo Garcia-Hernando Daniyar Turmukhambetov Javier Civera Oisin Mac Aodha Gabriel J. Brostow Jamie Watson 3DV 125 4 0 28 Mar 2025
Deep Depth Estimation from Thermal Image: Dataset, Benchmark, and Challenges Ukcheol Shin Jinsun Park 3DV MDE 79 0 0 28 Mar 2025
Distilling Stereo Networks for Performant and Efficient Leaner Networks Rafia Rahim Samuel Woerz A. Zell 180 0 0 24 Mar 2025
UniK3D: Universal Camera Monocular 3D Estimation Luigi Piccinelli Daniel Gehrig Mattia Segu Yifan Yang Siyuan Li Wim Abbeloos Luc Van Gool MDE 88 1 0 20 Mar 2025
DreamTexture: Shape from Virtual Texture with Analysis by Augmentation Ananta R. Bhattarai Xingzhe He Alla Sheffer Helge Rhodin DiffM MDE 151 0 0 20 Mar 2025
Vision-Language Embodiment for Monocular Depth Estimation Jinchang Zhang Guoyu Lu VLM MDE 163 1 0 18 Mar 2025
Seeing the Future, Perceiving the Future: A Unified Driving World Model for Future Generation and Perception Dingkang Liang Dingyuan Zhang Xin Zhou Sifan Tu Tianrui Feng Xiaofan Li Yumeng Zhang Mingyang Du Xiao Tan Xiang Bai 106 3 0 17 Mar 2025
LBM: Latent Bridge Matching for Fast Image-to-Image Translation Clement Chadebec O. Tasar Sanjeev Sreetharan Benjamin Aubin 140 0 0 10 Mar 2025
Towards Ambiguity-Free Spatial Foundation Model: Rethinking and Decoupling Depth Ambiguity Xiaohao Xu Feng Xue Xianrui Li Haowei Li Steve Yang Tianze Zhang Matthew Johnson-Roberson Xiaonan Huang 3DV 70 0 0 08 Mar 2025
Underlying Semantic Diffusion for Effective and Efficient In-Context Learning Zhong Ji Weilong Cao Yan Zhang Yanwei Pang Jungong Han Xuelong Li DiffM VLM 88 0 0 06 Mar 2025
A Survey on Ordinal Regression: Applications, Advances and Prospects Jinhong Wang Jintai Chen Jian Liu Dongqi Tang Danny Chen Jian Wu 89 0 0 02 Mar 2025
Bridging Spectral-wise and Multi-spectral Depth Estimation via Geometry-guided Contrastive Learning Ukcheol Shin Kyunghyun Lee Jean Oh MDE 121 1 0 02 Mar 2025
UniDepthV2: Universal Monocular Metric Depth Estimation Made Simpler Luigi Piccinelli Daniel Gehrig Yifan Yang Mattia Segu Siyuan Li Wim Abbeloos Luc Van Gool MDE 141 10 0 27 Feb 2025
Sample Selection via Contrastive Fragmentation for Noisy Label Regression C. Kim Sangwoo Moon Jihwan Moon Dongyeon Woo Gunhee Kim NoLa 178 0 0 25 Feb 2025
Video Depth Anything: Consistent Depth Estimation for Super-Long Videos Sili Chen Hengkai Guo Shengnan Zhu Feihu Zhang Zilong Huang Jiashi Feng Bingyi Kang MDE VLM AuLLM 164 20 0 21 Jan 2025
Survey on Monocular Metric Depth Estimation Jiuling Zhang VLM 271 1 0 21 Jan 2025
MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation R. Yasarla H. Cai Jisoo Jeong Y. Shi Risheek Garrepalli Fatih Porikli MDE 284 18 0 17 Jan 2025
FutureDepth: Learning to Predict the Future Improves Video Depth Estimation R. Yasarla Manish Kumar Singh Hong Cai Yunxiao Shi Jisoo Jeong Yinhao Zhu Shizhong Han Risheek Garrepalli Fatih Porikli MDE 214 8 0 17 Jan 2025
A Critical Synthesis of Uncertainty Quantification and Foundation Models in Monocular Depth Estimation S. Landgraf Rongjun Qin Markus Ulrich UQCV 126 1 0 14 Jan 2025
PatchRefiner V2: Fast and Lightweight Real-Domain High-Resolution Metric Depth Estimation Zhenyu Li Wenqing Cui S. Bhat Peter Wonka MDE 122 0 0 03 Jan 2025
MetricDepth: Enhancing Monocular Depth Estimation with Deep Metric Learning Chunpu Liu Guanglei Yang Wangmeng Zuo Tianyi Zan MDE 140 0 0 31 Dec 2024
DepthMamba with Adaptive Fusion Zelin Meng Zhichen Wang 43 0 0 31 Dec 2024
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 123 0 0 20 Dec 2024
RaCFormer: Towards High-Quality 3D Object Detection via Query-based Radar-Camera Fusion Xiaomeng Chu Jiajun Deng Guoliang You YiFan Duan Houqiang Li Yanyong Zhang 528 0 0 17 Dec 2024
AVS-Net: Audio-Visual Scale Net for Self-supervised Monocular Metric Depth Estimation Xiaohu Liu Sascha Hornauer Fabien Moutarde Jialiang Lu SSL MDE 104 0 0 02 Dec 2024
STATIC : Surface Temporal Affine for TIme Consistency in Video Monocular Depth Estimation Sunghun Yang Minhyeok Lee Suhwan Cho Jungho Lee Sangyoun Lee MDE 190 0 0 02 Dec 2024
FiffDepth: Feed-forward Transformation of Diffusion-Based Generators for Detailed Depth Estimation Yunpeng Bai Qixing Huang DiffM 165 0 0 01 Dec 2024