Evaluation of socially-aware robot navigation

Y Gao, CM Huang - Frontiers in Robotics and AI, 2022 - frontiersin.org
As mobile robots are increasingly introduced into our daily lives, it grows ever more
imperative that these robots navigate with and among people in a safe and socially …

[HTML][HTML] Deep visual social distancing monitoring to combat COVID-19: A comprehensive survey

Y Himeur, S Al-Maadeed, N Almaadeed… - Sustainable cities and …, 2022 - Elsevier
Since the start of the COVID-19 pandemic, social distancing (SD) has played an essential
role in controlling and slowing down the spread of the virus in smart cities. To ensure the …

Dancetrack: Multi-object tracking in uniform appearance and diverse motion

P Sun, J Cao, Y Jiang, Z Yuan, S Bai… - Proceedings of the …, 2022 - openaccess.thecvf.com
A typical pipeline for multi-object tracking (MOT) is to use a detector for object localization,
and following re-identification (re-ID) for object association. This pipeline is partially …

Human trajectory forecasting in crowds: A deep learning perspective

P Kothari, S Kreiss, A Alahi - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
Since the past few decades, human trajectory forecasting has been a field of active research
owing to its numerous real-world applications: evacuation situation analysis, deployment of …

Social nce: Contrastive learning of socially-aware motion representations

Y Liu, Q Yan, A Alahi - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
Learning socially-aware motion representations is at the core of recent advances in multi-
agent problems, such as human motion forecasting and robot navigation in crowds. Despite …

DeepFly3D, a deep learning-based approach for 3D limb and appendage tracking in tethered, adult Drosophila

S Günel, H Rhodin, D Morales, J Campagnolo… - Elife, 2019 - elifesciences.org
Studying how neural circuits orchestrate limbed behaviors requires the precise
measurement of the positions of each appendage in three-dimensional (3D) space. Deep …

Voxeltrack: Multi-person 3d human pose estimation and tracking in the wild

Y Zhang, C Wang, X Wang, W Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
We present VoxelTrack for multi-person 3D pose estimation and tracking from a few
cameras which are separated by wide baselines. It employs a multi-branch network to jointly …

Principles and guidelines for evaluating social robot navigation algorithms

A Francis, C Pérez-d'Arpino, C Li, F **a, A Alahi… - arxiv preprint arxiv …, 2023 - arxiv.org
A major challenge to deploying robots widely is navigation in human-populated
environments, commonly referred to as social robot navigation. While the field of social …

Cross-view cross-scene multi-view crowd counting

Q Zhang, W Lin, AB Chan - … of the IEEE/CVF Conference on …, 2021 - openaccess.thecvf.com
Multi-view crowd counting has been previously proposed to utilize multi-cameras to extend
the field-of-view of a single camera, capturing more people in the scene, and improve …

Waymo open dataset: Panoramic video panoptic segmentation

J Mei, AZ Zhu, X Yan, H Yan, S Qiao, LC Chen… - … on Computer Vision, 2022 - Springer
Panoptic image segmentation is the computer vision task of finding groups of pixels in an
image and assigning semantic classes and object instance identifiers to them. Research in …