Moving object detection and segmentation in urban environments from a moving platform

D Zhou, V Frémont, B Quost, Y Dai, H Li - Image and Vision Computing, 2017 - Elsevier
This paper proposes an effective approach to detect and segment moving objects from two
time-consecutive stereo frames, which leverages the uncertainties in camera motion …

Dynamic body vslam with semantic constraints

ND Reddy, P Singhal, V Chari… - 2015 IEEE/RSJ …, 2015 - ieeexplore.ieee.org
Image based reconstruction of urban environments is a challenging problem that deals with
optimization of large number of variables, and has several sources of errors like the …

Moving object detection in real-time using stereo from a mobile platform

M Derome, A Plyer, M Sanfourche… - Unmanned …, 2015 - World Scientific
This paper presents a mobile object detection algorithm which performs with two
consecutive stereo images. Like most motion detection methods, the proposed one is based …

Semantic motion segmentation using dense CRF formulation

ND Reddy, P Singhal, KM Krishna - … of the 2014 Indian conference on …, 2014 - dl.acm.org
While the literature has been fairly dense in the areas of scene understanding and semantic
labeling there have been few works that make use of motion cues to embellish semantic …

Incremental real-time multibody vslam with trajectory optimization using stereo camera

ND Reddy, I Abbasnejad, S Reddy… - 2016 IEEE/RSJ …, 2016 - ieeexplore.ieee.org
Real-time outdoor navigation in highly dynamic environments is an crucial problem. The
recent literature on real-time static SLAM don't scale up to dynamic outdoor environments …

A variational approach to simultaneous multi-object tracking and classification

V Romero-Cano, G Agamennoni… - … International Journal of …, 2016 - journals.sagepub.com
Object tracking and classification serve as basic components for the different perception
tasks of autonomous robots. They provide the robot with the capability of class-aware …

On modeling ego-motion uncertainty for moving object detection from a mobile platform

D Zhou, V Frémont, B Quost… - 2014 IEEE Intelligent …, 2014 - ieeexplore.ieee.org
In this paper, we propose an effective approach for moving object detection based on
modeling the ego-motion uncertainty and using a graph-cut based motion segmentation …

Real-time mobile object detection using stereo

M Derome, A Plyer, M Sanfourche… - … Robotics & Vision …, 2014 - ieeexplore.ieee.org
This paper considers passive vision for robotics and focuses on devising a real-time process
for moving object detection using a stereo rig. As several previous works, our method relies …

Automation and AI Technology in Surface Mining With a Brief Introduction to Open-Pit Operations in the Pilbara

R Leung, AJ Hill, A Melkumyan - arxiv preprint arxiv:2301.09771, 2023 - arxiv.org
This survey article provides a synopsis on some of the engineering problems, technological
innovations, robotic development and automation efforts encountered in the mining industry …

Using in-frame shear constraints for monocular motion segmentation of rigid bodies

S Tourani, KM Krishna - Journal of Intelligent & Robotic Systems, 2016 - Springer
It is a well known result in the vision literature that the motion of independently moving
objects viewed by an affine camera lie on affine subspaces of dimension four or less. As a …