DepthFormer: Exploiting Long-Range Correlation and Local Information for Accurate Monocular Depth Estimation

27 March 2022

Papers citing "DepthFormer: Exploiting Long-Range Correlation and Local Information for Accurate Monocular Depth Estimation"

22 / 22 papers shown

Title
VistaDepth: Frequency Modulation With Bias Reweighting For Enhanced Long-Range Depth Estimation Mingxia Zhan Li Zhang Xiaomeng Chu Beibei Wang MDE 57 0 0 21 Apr 2025
Vision-Language Embodiment for Monocular Depth Estimation Jinchang Zhang Guoyu Lu VLM MDE 44 0 0 18 Mar 2025
Is Pre-training Applicable to the Decoder for Dense Prediction? Chao Ning Wanshui Gan Weihao Xuan Naoto Yokoya 48 0 0 05 Mar 2025
Enhancing kelp forest detection in remote sensing images using crowdsourced labels with Mixed Vision Transformers and ConvNeXt segmentation models Ioannis Nasios 26 0 0 23 Jan 2025
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks Alessio Quercia Erenus Yildiz Zhuo Cao Kai Krajsek Abigail Morrison Ira Assent Hanno Scharr 45 0 0 22 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 80 5 0 17 Jan 2025
EDADepth: Enhanced Data Augmentation for Monocular Depth Estimation Nischal Khanal Shivanand Venkanna Sheshappanavar MDE 23 0 0 10 Sep 2024
Boosting Generalizability towards Zero-Shot Cross-Dataset Single-Image Indoor Depth by Meta-Initialization Cho-Ying Wu Yiqi Zhong Junying Wang Ulrich Neumann MDE 44 0 0 04 Sep 2024
A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature Upsampling Minghao Zhou Hong Wang Yefeng Zheng Deyu Meng 24 1 0 02 Jul 2024
PatchRefiner: Leveraging Synthetic Data for Real-Domain High-Resolution Monocular Metric Depth Estimation Zhenyu Li Shariq Farooq Bhat Peter Wonka 3DV MDE 23 6 0 10 Jun 2024
Syn-Mediverse: A Multimodal Synthetic Dataset for Intelligent Scene Understanding of Healthcare Facilities Rohit Mohan J. Arce Sassan Mokhtar Daniele Cattaneo Abhinav Valada 17 1 0 06 Aug 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 19 13 0 27 Jul 2023
On Point Affiliation in Feature Upsampling Wenze Liu Hao Lu Yuliang Liu Zhiguo Cao 3DPC 12 2 0 17 Jul 2023
Behind the Scenes: Density Fields for Single View Reconstruction Felix Wimbauer Nan Yang Christian Rupprecht Daniel Cremers MDE 22 50 0 18 Jan 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 25 42 0 05 Jan 2023
ObjCAViT: Improving Monocular Depth Estimation Using Natural Language Models And Image-Object Cross-Attention Dylan Auty K. Mikolajczyk VLM 8 3 0 30 Nov 2022
MonoViT: Self-Supervised Monocular Depth Estimation with a Vision Transformer Chaoqiang Zhao Youming Zhang Matteo Poggi Fabio Tosi Xianda Guo Zheng Zhu Guan Huang Yang Tang S. Mattoccia ViT MDE 14 172 0 06 Aug 2022
Can Language Understand Depth? Renrui Zhang Ziyao Zeng Ziyu Guo Yafeng Li VLM MDE 13 71 0 03 Jul 2022
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,538 0 24 Feb 2021
Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction Dan Xu Xavier Alameda-Pineda Wanli Ouyang Elisa Ricci Xiaogang Wang N. Sebe 11 23 0 08 Jan 2021
SeasonDepth: Cross-Season Monocular Depth Prediction Dataset and Benchmark under Multiple Environments Hanjiang Hu B. Yang Zhijian Qiao Shiqi Liu Weiang Shi Zuxin Liu Wenhao Ding Ding Zhao Hesheng Wang VLM MDE 17 14 0 09 Nov 2020
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Mingming Gong Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 180 1,687 0 06 Jun 2018