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
Average-Over-Time Spiking Neural Networks for Uncertainty Estimation in Regression Tao Sun Sander M. Bohté UQCV BDL 212 0 0 29 Nov 2024
MonoPP: Metric-Scaled Self-Supervised Monocular Depth Estimation by Planar-Parallax Geometry in Automotive Applications Gasser Elazab Torben Gräber Michael Unterreiner Olaf Hellwich MDE 177 1 0 29 Nov 2024
SharpDepth: Sharpening Metric Depth Predictions Using Diffusion Distillation Duc-Hai Pham Tung Do P. Nguyen Binh-Son Hua K. Nguyen Rang Nguyen MDE 133 3 0 27 Nov 2024
Self-supervised Monocular Depth and Pose Estimation for Endoscopy with Generative Latent Priors Ziang Xu Bin Li Yang Hu Chenyu Zhang J. East Sharib Ali J. Rittscher MedIm MDE 151 1 0 26 Nov 2024
LDACP: Long-Delayed Ad Conversions Prediction Model for Bidding Strategy Peng Cui Yiming Yang Fusheng Jin Siyuan Tang Yunli Wang ... Yalong Jia Qingpeng Cai Fei Pan Changcheng Li Peng Jiang 103 0 0 25 Nov 2024
Symmetric Perception and Ordinal Regression for Detecting Scoliosis Natural Image Xiaojia Zhu Rui Chen Xiaoqi Guo Z. Shao Yuhu Dai Ming Zhang Chuandong Lang 113 0 0 24 Nov 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 277 2 0 24 Nov 2024
Adaptive Stereo Depth Estimation with Multi-Spectral Images Across All Lighting Conditions Zihan Qin Jialei Xu Wenbo Zhao Junjun Jiang Xianming Liu MDE 71 2 0 06 Nov 2024
Efficient Feature Aggregation and Scale-Aware Regression for Monocular 3D Object Detection Yifan Wang Xiaohu Yang Fanqi Pu Q. Liao Wenming Yang 74 0 0 05 Nov 2024
PMPNet: Pixel Movement Prediction Network for Monocular Depth Estimation in Dynamic Scenes Kebin Peng John Quarles Kevin Desai MDE 92 0 0 04 Nov 2024
DECADE: Towards Designing Efficient-yet-Accurate Distance Estimation Modules for Collision Avoidance in Mobile Advanced Driver Assistance Systems M. Shahzad Muhammad Abdullah Hanif Mohamed Bennai 51 0 0 25 Oct 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 105 7 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 99 7 0 03 Oct 2024
Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction Jing He Haodong Li Wei Yin Yixun Liang Leheng Li Kaiqiang Zhou Hongbo Zhang Bingbing Liu Ying-Cong Chen DiffM VLM 213 55 0 26 Sep 2024
Window-based Channel Attention for Wavelet-enhanced Learned Image Compression Heng Xu Bowen Hai Yushun Tang Zhihai He 51 0 0 21 Sep 2024
GRIN: Zero-Shot Metric Depth with Pixel-Level Diffusion Vitor Campagnolo Guizilini P. Tokmakov Achal Dave Rares Andrei Ambrus DiffM 73 2 0 15 Sep 2024
PrimeDepth: Efficient Monocular Depth Estimation with a Stable Diffusion Preimage Denis Zavadski Damjan Kalšan Carsten Rother DiffM MDE 73 7 0 13 Sep 2024
StereoCrafter: Diffusion-based Generation of Long and High-fidelity Stereoscopic 3D from Monocular Videos Sijie Zhao Wenbo Hu Xiaodong Cun Yong Zhang Xiaoyu Li Zhe Kong Xiangjun Gao Muyao Niu Ying Shan VGen DiffM MDE 96 11 0 11 Sep 2024
EDADepth: Enhanced Data Augmentation for Monocular Depth Estimation Nischal Khanal Shivanand Venkanna Sheshappanavar MDE 96 0 0 10 Sep 2024
UDGS-SLAM : UniDepth Assisted Gaussian Splatting for Monocular SLAM Mostafa Mansour Ahmed Abdelsalam Ari Happonen J. Porras Esa Rahtu 3DGS MDE 220 0 0 31 Aug 2024
CrossViewDiff: A Cross-View Diffusion Model for Satellite-to-Street View Synthesis Weijia Li Jun He Junyan Ye Huaping Zhong Zhimeng Zheng Zilong Huang Dahua Lin Conghui He 86 7 0 27 Aug 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 102 0 0 25 Aug 2024
Using a Distance Sensor to Detect Deviations in a Planar Surface Carter Sifferman William Sun Mohit Gupta Michael Gleicher 87 1 0 07 Aug 2024
Teach CLIP to Develop a Number Sense for Ordinal Regression Yao Du Qiang Zhai Weihang Dai Xuelong Li 102 9 0 07 Aug 2024
Learning Ordinality in Semantic Segmentation Rafael Cristino Ricardo P. M. Cruz Jaime S. Cardoso 509 0 0 30 Jul 2024
Revisit Self-supervised Depth Estimation with Local Structure-from-Motion Shengjie Zhu Xiaoming Liu MDE 93 1 0 27 Jul 2024
UMono: Physical Model Informed Hybrid CNN-Transformer Framework for Underwater Monocular Depth Estimation Jian Wang Jing Wang Shenghui Rong Bo He 68 1 0 25 Jul 2024
MonoWAD: Weather-Adaptive Diffusion Model for Robust Monocular 3D Object Detection Youngmin Oh Hyung-Il Kim Seong Tae Kim Jung Uk Kim DiffM 106 3 0 23 Jul 2024
RayFormer: Improving Query-Based Multi-Camera 3D Object Detection via Ray-Centric Strategies Xiaomeng Chu Jiajun Deng Guoliang You YiFan Duan Yao Li Yanyong Zhang 113 3 0 20 Jul 2024
GroundUp: Rapid Sketch-Based 3D City Massing Gizem Esra Unlu Mohamed Sayed Yulia Gryaditskaya Gabriel J. Brostow 92 1 0 17 Jul 2024
Restoring Images in Adverse Weather Conditions via Histogram Transformer Shangquan Sun Wenqi Ren Xinwei Gao Rui Wang Xiaochun Cao 76 37 0 14 Jul 2024
ProDepth: Boosting Self-Supervised Multi-Frame Monocular Depth with Probabilistic Fusion Sungmin Woo Wonjoon Lee Woo Jin Kim Dogyoon Lee Sangyoun Lee MDE 78 3 0 12 Jul 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 73 7 0 11 Jul 2024
Deep Polarization Cues for Single-shot Shape and Subsurface Scattering Estimation Chenhao Li Trung Thanh Ngo Hajime Nagahara 97 0 0 11 Jul 2024
DIOR-ViT: Differential Ordinal Learning Vision Transformer for Cancer Classification in Pathology Images Ju Cheon Lee Keunho Byeon Boram Song Kyungeun Kim Jin Tae Kwak MedIm 73 0 0 10 Jul 2024
SCIPaD: Incorporating Spatial Clues into Unsupervised Pose-Depth Joint Learning Yi Feng Zizhan Guo Qijun Chen Rui Fan MDE 82 6 0 07 Jul 2024
Towards Cross-View-Consistent Self-Supervised Surround Depth Estimation Laiyan Ding Hualie Jiang Jie Li Yongquan Chen Rui Huang 81 0 0 04 Jul 2024
CaFNet: A Confidence-Driven Framework for Radar Camera Depth Estimation Huawei Sun Hao Feng Julius Ott Lorenzo Servadei Robert Wille 84 5 0 30 Jun 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 87 11 0 28 Jun 2024
360 in the Wild: Dataset for Depth Prediction and View Synthesis Kibaek Park François Rameau Jaesik Park In So Kweon MDE 111 0 0 27 Jun 2024
SpatialBot: Precise Spatial Understanding with Vision Language Models Wenxiao Cai Yaroslav Ponomarenko Jianhao Yuan Xiaoqi Li Wankou Yang Hao Dong Bo Zhao VLM 126 46 0 19 Jun 2024
ADSNet: Cross-Domain LTV Prediction with an Adaptive Siamese Network in Advertising Ruize Wang Hui Xu Ying Cheng Qi He Xing Zhou Rui Feng Wei Xu Lei Huang Jie Jiang 77 2 0 15 Jun 2024
DurLAR: A High-fidelity 128-channel LiDAR Dataset with Panoramic Ambient and Reflectivity Imagery for Multi-modal Autonomous Driving Applications Li Li K. Ismail Hubert P. H. Shum T. Breckon 91 19 0 14 Jun 2024
Depth Anything V2 Lihe Yang Bingyi Kang Zilong Huang Zhen Zhao Xiaogang Xu Jiashi Feng Hengshuang Zhao DiffM VLM MDE 125 434 0 13 Jun 2024
Scale-Invariant Monocular Depth Estimation via SSI Depth S. M. H. Miangoleh Mahesh Kumar Krishna Reddy Yağız Aksoy MDE 55 5 0 13 Jun 2024
PatchRefiner: Leveraging Synthetic Data for Real-Domain High-Resolution Monocular Metric Depth Estimation Zhenyu Li Shariq Farooq Bhat Peter Wonka 3DV MDE 88 7 0 10 Jun 2024
OmniControlNet: Dual-stage Integration for Conditional Image Generation Yilin Wang Haiyang Xu Xiang Zhang Zeyuan Chen Zhizhou Sha Zirui Wang Zhuowen Tu VLM 88 15 0 09 Jun 2024
ProMotion: Prototypes As Motion Learners Yawen Lu Dongfang Liu Qifan Wang Cheng Han Yiming Cui Zhiwen Cao Xueling Zhang Yingjie Victor Chen Heng Fan DiffM 117 3 0 07 Jun 2024
MambaDepth: Enhancing Long-range Dependency for Self-Supervised Fine-Structured Monocular Depth Estimation Ionuţ Grigore Călin-Adrian Popa Mamba MDE 117 1 0 06 Jun 2024
Prototypical Transformer as Unified Motion Learners Cheng Han Yawen Lu Guohao Sun James Liang Zhiwen Cao ... S. Dianat Raghuveer M. Rao Tong Geng Zhiqiang Tao Dongfang Liu ViT 90 3 0 03 Jun 2024