AdaBins: Depth Estimation using Adaptive Bins

28 November 2020

Papers citing "AdaBins: Depth Estimation using Adaptive Bins"

50 / 433 papers shown

Title
Multi-Task Dense Prediction via Mixture of Low-Rank Experts Yuqi Yang Peng-Tao Jiang Qibin Hou Hao Zhang Jinwei Chen Bo-wen Li MoE 33 18 0 26 Mar 2024
Language-Based Depth Hints for Monocular Depth Estimation Dylan Auty K. Mikolajczyk VLM 30 2 0 22 Mar 2024
Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation Mu Hu Wei Yin C. Zhang Zhipeng Cai Xiaoxiao Long Kaixuan Wang Kaixuan Wang Gang Yu Chunhua Shen Shaojie Shen 3DGS 52 115 0 22 Mar 2024
Learning to Project for Cross-Task Knowledge Distillation Dylan Auty Roy Miles Benedikt Kolbeinsson K. Mikolajczyk 40 0 0 21 Mar 2024
DepthFM: Fast Monocular Depth Estimation with Flow Matching Ming Gui Johannes S. Fischer Ulrich Prestel Pingchuan Ma Dmytro Kotovenko Olga Grebenkova S. A. Baumann Vincent Tao Hu Bjorn Ommer MDE 36 52 0 20 Mar 2024
SwinMTL: A Shared Architecture for Simultaneous Depth Estimation and Semantic Segmentation from Monocular Camera Images Pardis Taghavi Reza Langari Gaurav Pandey MDE ViT 38 5 0 15 Mar 2024
Robust Shape Fitting for 3D Scene Abstraction Florian Kluger Eric Brachmann Michael Ying Yang Bodo Rosenhahn 3DV 3DPC 36 3 0 15 Mar 2024
METER: a mobile vision transformer architecture for monocular depth estimation Lorenzo Papa Paolo Russo Irene Amerini MDE 25 18 0 13 Mar 2024
Adaptive Fusion of Single-View and Multi-View Depth for Autonomous Driving JunDa Cheng Wei Yin Kaixuan Wang Xiaozhi Chen Shijie Wang Xin Yang 31 13 0 12 Mar 2024
Stealing Stable Diffusion Prior for Robust Monocular Depth Estimation Yifan Mao Jian Liu Xianming Liu DiffM MDE 29 2 0 08 Mar 2024
OccFusion: Multi-Sensor Fusion Framework for 3D Semantic Occupancy Prediction Zhenxing Ming J. S. Berrio Mao Shan Stewart Worrall 3DPC 27 10 0 03 Mar 2024
Kick Back & Relax++: Scaling Beyond Ground-Truth Depth with SlowTV & CribsTV Jaime Spencer Chris Russell Simon Hadfield Richard Bowden MDE 38 7 0 03 Mar 2024
Depth Estimation Algorithm Based on Transformer-Encoder and Feature Fusion Linhan Xia Junbang Liu Tong Wu ViT MDE 33 0 0 03 Mar 2024
PCDepth: Pattern-based Complementary Learning for Monocular Depth Estimation by Best of Both Worlds Haotian Liu Sanqing Qu Fan Lu Zongtao Bu Florian Roehrbein Alois C. Knoll Guang Chen MDE 36 2 0 29 Feb 2024
A Vanilla Multi-Task Framework for Dense Visual Prediction Solution to 1st VCL Challenge -- Multi-Task Robustness Track Zehui Chen Qiuchen Wang Zhenyu Li Jiaming Liu Shanghang Zhang Feng Zhao 40 1 0 27 Feb 2024
TIE-KD: Teacher-Independent and Explainable Knowledge Distillation for Monocular Depth Estimation Sangwon Choi Daejune Choi Duksu Kim 27 4 0 22 Feb 2024
Unveiling the Depths: A Multi-Modal Fusion Framework for Challenging Scenarios Jialei Xu Xianming Liu Junjun Jiang Kui Jiang Rui Li Kai Cheng Xiangyang Ji MDE 27 4 0 19 Feb 2024
$SDGE: Stereo Guided Depth Estimation for 360$^\circ$ Camera Sets$ SDGE: Stereo Guided Depth Estimation for 360 $^\circ$ Camera Sets Jialei Xu Wei Yin Dong Gong Junjun Jiang Xianming Liu MDE 37 3 0 19 Feb 2024
Depth-aware Volume Attention for Texture-less Stereo Matching Tong Zhao Mingyu Ding Wei Zhan Masayoshi Tomizuka Y. Wei 3DV MDE 26 4 0 14 Feb 2024
Toward Accurate Camera-based 3D Object Detection via Cascade Depth Estimation and Calibration Chaoqun Wang Yiran Qin Zijian Kang Ningning Ma Ruimao Zhang 32 1 0 07 Feb 2024
CLIP Can Understand Depth Dunam Kim Seokju Lee VLM MDE 38 2 0 05 Feb 2024
Proximity QA: Unleashing the Power of Multi-Modal Large Language Models for Spatial Proximity Analysis Jianing Li Xi Nan Ming Lu Li Du Shanghang Zhang 48 1 0 31 Jan 2024
InverseMatrixVT3D: An Efficient Projection Matrix-Based Approach for 3D Occupancy Prediction Zhenxing Ming J. S. Berrio Mao Shan Stewart Worrall 38 14 0 23 Jan 2024
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data Lihe Yang Bingyi Kang Zilong Huang Xiaogang Xu Jiashi Feng Hengshuang Zhao VLM 142 706 0 19 Jan 2024
Surgical-DINO: Adapter Learning of Foundation Models for Depth Estimation in Endoscopic Surgery Beilei Cui Mobarakol Islam Long Bai Hongliang Ren MedIm 21 37 0 11 Jan 2024
NeRFmentation: NeRF-based Augmentation for Monocular Depth Estimation Casimir Feldmann Niall Siegenheim Nikolas Hars Lovro Rabuzin Mert Ertugrul Luca Wolfart Marc Pollefeys Z. Bauer Martin R. Oswald 22 4 0 08 Jan 2024
Zero-Shot Metric Depth with a Field-of-View Conditioned Diffusion Model Saurabh Saxena Junhwa Hur Charles Herrmann Deqing Sun David J. Fleet DiffM 41 26 0 20 Dec 2023
DDOS: The Drone Depth and Obstacle Segmentation Dataset Benedikt Kolbeinsson K. Mikolajczyk 11 4 0 19 Dec 2023
Atlantis: Enabling Underwater Depth Estimation with Stable Diffusion Fan Zhang Shaodi You Yu Li Ying Fu MDE 46 18 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 21 6 0 15 Dec 2023
EVP: Enhanced Visual Perception using Inverse Multi-Attentive Feature Refinement and Regularized Image-Text Alignment M. Lavrenyuk Shariq Farooq Bhat Matthias Müller Peter Wonka ObjD MDE 29 9 0 13 Dec 2023
GenDepth: Generalizing Monocular Depth Estimation for Arbitrary Camera Parameters via Ground Plane Embedding Karlo Koledić Luka V. Petrović Ivan Petrović Ivan Marković MDE 20 1 0 10 Dec 2023
Camera-based 3D Semantic Scene Completion with Sparse Guidance Network Jianbiao Mei Yu Yang Mengmeng Wang Junyu Zhu Xiangrui Zhao Jongwon Ra Laijian Li Yong-Jin Liu 22 16 0 10 Dec 2023
Camera Height Doesn't Change: Unsupervised Training for Metric Monocular Road-Scene Depth Estimation Genki Kinoshita Ko Nishino MDE 21 1 0 07 Dec 2023
Kandinsky 3.0 Technical Report V.Ya. Arkhipkin Andrei Filatov Viacheslav Vasilev Anastasia Maltseva Said Azizov Igor Pavlov Julia Agafonova Andrey Kuznetsov Denis Dimitrov DiffM 28 10 0 06 Dec 2023
Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI Sean I. Young Yael Balbastre Bruce Fischl Polina Golland Juan Eugenio Iglesias 39 1 0 05 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 20 21 0 04 Dec 2023
Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation B. Ke Anton Obukhov Shengyu Huang Nando Metzger Rodrigo Caye Daudt Konrad Schindler VLM MDE 34 142 0 04 Dec 2023
Multi-task learning with cross-task consistency for improved depth estimation in colonoscopy P. E. Chavarrias-Solano A. Bulpitt Venkataraman Subramanian Sharib Ali 30 0 0 30 Nov 2023
DiffCAD: Weakly-Supervised Probabilistic CAD Model Retrieval and Alignment from an RGB Image Daoyi Gao Dávid Rozenberszki Stefan Leutenegger Angela Dai DiffM 22 11 0 30 Nov 2023
Depth Insight -- Contribution of Different Features to Indoor Single-image Depth Estimation Yihong Wu Yuwen Heng Mahesan Niranjan Hansung Kim MDE 13 1 0 16 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 13 7 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 14 5 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 28 14 0 09 Nov 2023
Analysis of NaN Divergence in Training Monocular Depth Estimation Model Bum Jun Kim Hyeonah Jang Sang Woo Kim 26 0 0 07 Nov 2023
Metrically Scaled Monocular Depth Estimation through Sparse Priors for Underwater Robots Luca Ebner Gideon Billings Stefan Williams MDE 19 6 0 25 Oct 2023
RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions Lingdong Kong Shaoyuan Xie Hanjiang Hu Lai Xing Ng Benoit R. Cottereau Wei Tsang Ooi OODD 25 30 0 23 Oct 2023
Mobile AR Depth Estimation: Challenges & Prospects -- Extended Version Ashkan Ganj Yiqin Zhao Hang Su Tian Guo MDE 13 1 0 22 Oct 2023
Animating Street View Mengyi Shan Brian L. Curless Ira Kemelmacher-Shlizerman Steven M. Seitz 33 2 0 12 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 34 4 0 12 Oct 2023