Computer vision techniques for construction safety and health monitoring
For construction safety and health, continuous monitoring of unsafe conditions and action is
essential in order to eliminate potential hazards in a timely manner. As a robust and …
essential in order to eliminate potential hazards in a timely manner. As a robust and …
Pnpnet: End-to-end perception and prediction with tracking in the loop
We tackle the problem of joint perception and motion forecasting in the context of self-driving
vehicles. Towards this goal we propose PnPNet, an end-to-end model that takes as input …
vehicles. Towards this goal we propose PnPNet, an end-to-end model that takes as input …
Status quo and open challenges in vision-based sensing and tracking of temporary resources on infrastructure construction sites
J Teizer - Advanced Engineering Informatics, 2015 - Elsevier
Modern construction projects require sufficient planning and management of resources to
become successful. Core issues are tasks that deal with maintaining the schedule, such as …
become successful. Core issues are tasks that deal with maintaining the schedule, such as …
Personnel tracking on construction sites using video cameras
This paper discusses the possibility of-and need for-tracking workforce on construction
jobsites using video cameras. An evaluation of algorithms and their associated results is …
jobsites using video cameras. An evaluation of algorithms and their associated results is …
Segmentation, ordering and multi-object tracking using graphical models
C Wang, M de La Gorce… - 2009 IEEE 12th …, 2009 - ieeexplore.ieee.org
In this paper, we propose a unified graphical-model framework to interpret a scene
composed of multiple objects in monocular video sequences. Using a single pairwise …
composed of multiple objects in monocular video sequences. Using a single pairwise …
Tracking with occlusions via graph cuts
N Papadakis, A Bugeau - IEEE transactions on pattern analysis …, 2010 - ieeexplore.ieee.org
This work presents a new method for tracking and segmenting along time-interacting objects
within an image sequence. One major contribution of the paper is the formalization of the …
within an image sequence. One major contribution of the paper is the formalization of the …
Graph cut segmentation with a global constraint: Recovering region distribution via a bound of the bhattacharyya measure
This study investigates an efficient algorithm for image segmentation with a global constraint
based on the Bhattacharyya measure. The problem consists of finding a region consistent …
based on the Bhattacharyya measure. The problem consists of finding a region consistent …
Microtubule dynamics analysis using kymographs and variable-rate particle filters
I Smal, I Grigoriev, A Akhmanova… - … on Image Processing, 2010 - ieeexplore.ieee.org
Studying intracellular dynamics is of fundamental importance for understanding healthy life
at the molecular level and for developing drugs to target disease processes. One of the key …
at the molecular level and for developing drugs to target disease processes. One of the key …
Cell tracking and segmentation in electron microscopy images using graph cuts
Understanding neural connectivity and structures in the brain requires detailed 3D
anatomical models, and such an understanding is essential to the study of the nervous …
anatomical models, and such an understanding is essential to the study of the nervous …
Distribution matching with the Bhattacharyya similarity: A bound optimization framework
We present efficient graph cut algorithms for three problems:(1) finding a region in an image,
so that the histogram (or distribution) of an image feature within the region most closely …
so that the histogram (or distribution) of an image feature within the region most closely …