Vision-based multi-camera factory monitoring with dynamic integrity scoring

JW Wells, K Kim, S Medasani, Y Owechko - US Patent 9,251,598, 2016 - Google Patents
BACKGROUND Factory automation is used in many assembly contexts. To enable more
flexible manufacturing processes, systems are required that allow robots and humans to …

PETS2010 and PETS2009 evaluation of results using individual ground truthed single views

A Ellis, J Ferryman - 2010 7th IEEE international conference on …, 2010 - ieeexplore.ieee.org
This paper presents the results of the crowd image analysis challenge of the PETS2010
workshop. The evaluation was carried out using a selection of the metrics developed in the …

Pets2009 and winter-pets 2009 results: A combined evaluation

A Ellis, A Shahrokni… - 2009 Twelfth IEEE …, 2009 - ieeexplore.ieee.org
This paper presents the results of the crowd image analysis challenge of the Winter PETS
2009 workshop. The evaluation is carried out using a selection of the metrics developed in …

A real time algorithm for people tracking using contextual reasoning

R Di Lascio, P Foggia, G Percannella… - Computer Vision and …, 2013 - Elsevier
In this paper we present a real-time tracking algorithm that is able to deal with complex
occlusions involving a plurality of moving objects simultaneously. The rationale is grounded …

Generalized P {\'o} lya Urn for Time-Varying Pitman-Yor Processes

F Caron, W Neiswanger, F Wood, A Doucet… - Journal of Machine …, 2017 - jmlr.org
This article introduces a class of first-order stationary time-varying Pitman-Yor processes.
Subsuming our construction of time-varying Dirichlet processes presented in (Caron et al …

Performance evaluation of crowd image analysis using the PETS2009 dataset

J Ferryman, AL Ellis - Pattern Recognition Letters, 2014 - Elsevier
This paper presents the PETS2009 outdoor crowd image analysis surveillance dataset and
the performance evaluation of people counting, detection and tracking results using the …

The dependent Dirichlet process mixture of objects for detection-free tracking and object modeling

W Neiswanger, F Wood, E Xing - Artificial Intelligence and …, 2014 - proceedings.mlr.press
This paper explores how to find, track, and learn models of arbitrary objects in a video
without a predefined method for object detection. We present a model that localizes objects …

A survey of automatic event detection in multi-camera third generation surveillance systems

T D'Orazio, C Guaragnella - International Journal of Pattern …, 2015 - World Scientific
Third generation surveillance systems are largely requested for intelligent surveillance of
different scenarios such as public areas, urban traffic control, smart homes and so on. They …

Dataset optimization for real-time pedestrian detection

R Trichet, F Bremond - IEEE access, 2018 - ieeexplore.ieee.org
This paper tackles the problem of data selection for training set generation in the context of
near real-time pedestrian detection through the introduction of a training methodology …

Multi-object tracking using particle swarm optimization on target interactions

B Kwolek - Advances in heuristic signal processing and …, 2013 - Springer
In this work, a particle swarm optimization based algorithm for multitarget tracking is
presented. At the beginning of each frame, the objects are tracked individually using highly …