A comprehensive survey of video datasets for background subtraction

R Kalsotra, S Arora - IEEE Access, 2019 - ieeexplore.ieee.org
Background subtraction is an effective method of choice when it comes to detection of
moving objects in videos and has been recognized as a breakthrough for the wide range of …

Detecting moving shadows: algorithms and evaluation

A Prati, I Mikic, MM Trivedi… - IEEE transactions on …, 2003 - ieeexplore.ieee.org
Moving shadows need careful consideration in the development of robust dynamic scene
analysis systems. Moving shadow detection is critical for accurate object detection in video …

Video analytics for visual surveillance and applications: An overview and survey

IE Olatunji, CH Cheng - … Learning Paradigms: Applications of Learning and …, 2019 - Springer
Owing to the massive amount of video data being generated as a result of high proliferation
of surveillance cameras, the manpower to monitor such system is relatively expensive …

Pedestrian detection combining RGB and dense LIDAR data

C Premebida, J Carreira, J Batista… - 2014 IEEE/RSJ …, 2014 - ieeexplore.ieee.org
Why is pedestrian detection still very challenging in realistic scenes? How much would a
successful solution to monocular depth inference aid pedestrian detection? In order to …

Cast shadow segmentation using invariant color features

E Salvador, A Cavallaro, T Ebrahimi - Computer vision and image …, 2004 - Elsevier
Shadows are integral parts of natural scenes and one of the elements contributing to
naturalness of synthetic scenes. In many image analysis and interpretation applications …

Improved shadow removal for robust person tracking in surveillance scenarios

A Sanin, C Sanderson, BC Lovell - 2010 20th International …, 2010 - ieeexplore.ieee.org
Shadow detection and removal is an important step employed after foreground detection, in
order to improve the segmentation of objects for tracking. Methods reported in the literature …

Smart camera based monitoring system and its application to assisted living

S Fleck, W Straßer - Proceedings of the IEEE, 2008 - ieeexplore.ieee.org
Western societies are aging rapidly. An automated 24/7 surveillance to ensure safety of the
elderly while respecting privacy becomes a major challenge. At the same time this is …

Detection and classification of highway lanes using vehicle motion trajectories

J Melo, A Naftel, A Bernardino… - IEEE Transactions on …, 2006 - ieeexplore.ieee.org
Intelligent vision-based traffic surveillance systems are assuming an increasingly important
role in highway monitoring and road management schemes. This paper describes a low …

Video-based automatic incident detection for smart roads: The outdoor environmental challenges regarding false alarms

MS Shehata, J Cai, WM Badawy… - IEEE Transactions …, 2008 - ieeexplore.ieee.org
Video-based automatic incident detection (AID) systems are increasingly being used in
intelligent transportation systems (ITS). Video-based AID is a promising method of incident …

[PDF][PDF] Human body tracking by adaptive background models and mean-shift analysis

F Porikli, O Tuzel - … international workshop on performance evaluation of …, 2003 - merl.com
We present an automatic, real-time human tracking and observation system. Robustness
and speed are the two major bottlenecks of the existing approaches. We improve upon the …