Event-based Monocular Dense Depth Estimation with Recurrent Transformers

Event-based Monocular Dense Depth Estimation with Recurrent Transformers

6 December 2022

Xu Liu

Yonghong Tian

Papers citing "Event-based Monocular Dense Depth Estimation with Recurrent Transformers"

13 / 13 papers shown

Title
DELTA: Dense Depth from Events and LiDAR using Transformer's Attention Vincent Brebion Julien Moreau Franck Davoine 38 0 0 05 May 2025
Dense Depth from Event Focal Stack Kenta Horikawa Mariko Isogawa Hideo Saito Shohei Mori MDE 71 0 0 11 Dec 2024
EvGGS: A Collaborative Learning Framework for Event-based Generalizable Gaussian Splatting Jiaxu Wang Junhao He Ziyi Zhang Mingyuan Sun Jingkai Sun Renjing Xu 3DV 41 9 0 23 May 2024
A Novel Spike Transformer Network for Depth Estimation from Event Cameras via Cross-modality Knowledge Distillation Xin Zhang Liangxiu Han Tam Sobeih Lianghao Han Darren Dancey 55 1 0 26 Apr 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 39 2 0 29 Feb 2024
State Space Models for Event Cameras Nikola Zubić Mathias Gehrig Davide Scaramuzza 52 37 0 23 Feb 2024
GET: Group Event Transformer for Event-Based Vision Yansong Peng Yueyi Zhang Zhiwei Xiong Xiaoyan Sun Feng Wu 29 38 0 04 Oct 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 20 5 0 22 Sep 2023
Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks Xueye Zheng Yexin Liu Yunfan Lu Tongyan Hua Tianbo Pan Weiming Zhang Dacheng Tao Lin Wang AI4TS BDL 3DV 41 80 0 17 Feb 2023
Recurrent Vision Transformers for Object Detection with Event Cameras Mathias Gehrig Davide Scaramuzza 38 120 0 11 Dec 2022
Depthformer : Multiscale Vision Transformer For Monocular Depth Estimation With Local Global Information Fusion Ashutosh Agarwal Chetan Arora MDE ViT 73 38 0 10 Jul 2022
Regularizing Nighttime Weirdness: Efficient Self-supervised Monocular Depth Estimation in the Dark Kun Wang Zhenyu Zhang Zhiqiang Yan Xiang Li Baobei Xu Jun Li Jian Yang MDE 75 76 0 09 Aug 2021
Learning Monocular Dense Depth from Events Javier Hidalgo-Carrió Daniel Gehrig Davide Scaramuzza MDE 43 113 0 16 Oct 2020