Real-time single image depth perception in the wild with handheld
devices

Real-time single image depth perception in the wild with handheld devices

10 June 2020

Filippo Aleotti

Giulio Zaccaroni

Luca Bartolomei

Matteo Poggi

Fabio Tosi

Papers citing "Real-time single image depth perception in the wild with handheld devices"

19 / 19 papers shown

Title
The Fourth Monocular Depth Estimation Challenge Anton Obukhov Matteo Poggi Fabio Tosi Ripudaman Singh Arora Jaime Spencer ... Tuan-Anh Yang Minh-Quang Nguyen T. Tran Albert Luginov Muhammad Shahzad MDE 114 0 0 24 Apr 2025
MonoTher-Depth: Enhancing Thermal Depth Estimation via Confidence-Aware Distillation Xingxing Zuo Nikhil Ranganathan Connor T. Lee Georgia Gkioxari Soon-Jo Chung VLM 58 1 0 21 Apr 2025
The Third Monocular Depth Estimation Challenge Jaime Spencer Fabio Tosi Matteo Poggi Ripudaman Singh Arora Chris Russell ... Albert Luginov Muhammad Shahzad Seyed Hosseini Aleksander Trajcevski James H. Elder MDE 38 7 0 25 Apr 2024
Promoting CNNs with Cross-Architecture Knowledge Distillation for Efficient Monocular Depth Estimation Zhimeng Zheng Tao Huang Gongsheng Li Zuyi Wang 35 2 0 25 Apr 2024
Virtual Occlusions Through Implicit Depth Jamie Watson Mohamed Sayed Z. Qureshi Gabriel J. Brostow Sara Vicente Oisin Mac Aodha Michael Firman 37 7 0 11 May 2023
URCDC-Depth: Uncertainty Rectified Cross-Distillation with CutFlip for Monocular Depth Estimation Shuwei Shao Z. Pei Weihai Chen Ran Li Zhong Liu Zhengguo Li ViT UQCV 58 35 0 16 Feb 2023
LightDepth: A Resource Efficient Depth Estimation Approach for Dealing with Ground Truth Sparsity via Curriculum Learning Fatemeh Karimi Amir Mehrpanah Reza Rawassizadeh 9 1 0 16 Nov 2022
Monitoring social distancing with single image depth estimation Alessio Mingozzi Andrea Conti Filippo Aleotti Matteo Poggi S. Mattoccia 14 2 0 04 Apr 2022
Lightweight Monocular Depth Estimation through Guided Decoding M. Rudolph Youssef Dawoud Ronja Güldenring Lazaros Nalpantidis Vasileios Belagiannis MDE 25 22 0 08 Mar 2022
Fast Neural Architecture Search for Lightweight Dense Prediction Networks Lam Huynh Esa Rahtu Juan E. Sala Matas J. Heikkilä 18 2 0 03 Mar 2022
Machine Learning Subsystem for Autonomous Collision Avoidance on a small UAS with Embedded GPU Nicholas Polosky Tyler Gwin Sean Furman Parth Barhanpurkar Jithin Jagannath 17 6 0 03 Dec 2021
Lightweight Monocular Depth with a Novel Neural Architecture Search Method Lam Huynh Phong H. Nguyen Jirí Matas Esa Rahtu J. Heikkilä 24 10 0 25 Aug 2021
Visual Domain Adaptation for Monocular Depth Estimation on Resource-Constrained Hardware Julia Hornauer Lazaros Nalpantidis Vasileios Belagiannis MDE 15 5 0 05 Aug 2021
Single Image Depth Prediction with Wavelet Decomposition Michael Ramamonjisoa Michael Firman Jamie Watson Vincent Lepetit Daniyar Turmukhambetov MDE 8 55 0 03 Jun 2021
Real-time Monocular Depth Estimation with Sparse Supervision on Mobile M. K. Yucel Valia Dimaridou Anastasios Drosou Albert Saà-Garriga MDE 32 22 0 25 May 2021
Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Grigory Malivenko D. Plowman Samarth Shukla Radu Timofte ... Tianpeng Feng Yang Liu Chuannan Sheng Jian Yin Fausto T. Benavide MDE 19 35 0 17 May 2021
Boosting Light-Weight Depth Estimation Via Knowledge Distillation Junjie Hu Chenyou Fan Hualie Jiang Xiyue Guo Yuan Gao Xiangyong Lu Tin Lun Lam 10 26 0 13 May 2021
HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation Xiaoyang Lyu L. Liu Mengmeng Wang Xin Kong Lina Liu Yong Liu Xinxin Chen Yi Yuan MDE 8 249 0 14 Dec 2020
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications Tien-Ju Yang Andrew G. Howard Bo Chen Xiao Zhang Alec Go Mark Sandler Vivienne Sze Hartwig Adam 88 515 0 09 Apr 2018