Lite-Mono: A Lightweight CNN and Transformer Architecture for
Self-Supervised Monocular Depth Estimation

Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation

23 November 2022

Papers citing "Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation"

11 / 61 papers shown

Title
AltNeRF: Learning Robust Neural Radiance Field via Alternating Depth-Pose Optimization Kun Wang Zhiqiang Yan Huang Tian Zhenyu Zhang Xiang Li Jun Yu Li Jian Yang 25 3 0 19 Aug 2023
Improving Depth Gradient Continuity in Transformers: A Comparative Study on Monocular Depth Estimation with CNN Jiawei Yao Tong Wu Xiaofeng Zhang ViT MDE 35 74 0 16 Aug 2023
Self-Supervised Monocular Depth Estimation by Direction-aware Cumulative Convolution Network Wencheng Han Junbo Yin Jianbing Shen MDE 14 15 0 10 Aug 2023
EndoDepthL: Lightweight Endoscopic Monocular Depth Estimation with CNN-Transformer Yangke Li MedIm 21 1 0 04 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 26 13 0 27 Jul 2023
Self-supervised Monocular Depth Estimation: Let's Talk About The Weather Kieran Saunders George Vogiatzis Luis J. Manso MDE 35 32 0 17 Jul 2023
BEVScope: Enhancing Self-Supervised Depth Estimation Leveraging Bird's-Eye-View in Dynamic Scenarios Yucheng Mao Ruowen Zhao Tianbao Zhang Hang Zhao 20 3 0 20 Jun 2023
Channel-Aware Distillation Transformer for Depth Estimation on Nano Drones Ning Zhang F. Nex G. Vosselman N. Kerle 13 1 0 18 Mar 2023
Pruning Self-attentions into Convolutional Layers in Single Path Haoyu He Jianfei Cai Jing Liu Zizheng Pan Jing Zhang Dacheng Tao Bohan Zhuang ViT 29 40 0 23 Nov 2021
CMT: Convolutional Neural Networks Meet Vision Transformers Jianyuan Guo Kai Han Han Wu Yehui Tang Chunjing Xu Yunhe Wang Chang Xu ViT 337 500 0 13 Jul 2021
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Mingming Gong Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 180 1,705 0 06 Jun 2018