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The State of Aerial Surveillance: A Survey [article]

Kien Nguyen, Clinton Fookes, Sridha Sridharan, Yingli Tian, Feng Liu, Xiaoming Liu, Arun Ross
2022 arXiv   pre-print
It aims to provide readers with an in-depth systematic review and technical analysis of the current state of aerial surveillance tasks using drones, UAVs and other airborne platforms.  ...  We conclude the paper with discussion on the missing gaps and open research questions to inform future research avenues.  ...  The p-DESTRE dataset [71] also provides a baseline for long-term aerial person re-id based on facial and body features.  ... 
arXiv:2201.03080v2 fatcat:x7o6zgx2x5cwjkz5ftuizll7nu

A System for the Generation of Synthetic Wide Area Aerial Surveillance Imagery [article]

Elias J Griffith, Chinmaya Mishra, Jason F. Ralph, Simon Maskell
2018 arXiv   pre-print
This provides a cost-effective method to generate datasets for vehicle tracking algorithms and anomaly detection methods.  ...  This can then be used to provide simulated sensor measurements (e.g. visual band and infrared video imagery) and automatic access to ground-truth data for the evaluation of multi-target tracking systems  ...  Acknowledgements The authors would like to thank Dawne Deaver and David Oxford from the PerSEval project for helpful and informative discussions in the early stages of this work.  ... 
arXiv:1803.04856v1 fatcat:gwbdwharfba4roybh22p66a7ym

Detecting inexplicable behaviour

H. Dee, D. Hogg
2004 Procedings of the British Machine Vision Conference 2004  
This paper presents a novel approach to the detection of unusual or interesting events in videos involving certain types of intentional behaviour, such as pedestrian scenes.  ...  The advantages of such an approach are multiple: it handles the presence of movable obstacles (for example, parked cars) with ease; trajectories which have never before been presented to the system can  ...  This makes use of adaptive colour models such as those in [8] for both foreground and background, and also incorporates a shape model for vehicle tracking.  ... 
doi:10.5244/c.18.50 dblp:conf/bmvc/DeeH04 fatcat:5imm6lorpnat3ol3ym2ejrkyxq

Recent trends in crowd analysis: A review

Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller
2021 Machine Learning with Applications  
Fortunately, more and more important smart cities are adopting the concept of intelligent surveillance systems.  ...  One of the hottest topics of crowd analysis is anomaly detection. Although a unanimous definition of anomaly has not yet been met, each of crowd analysis subtopics can be subjected to abnormality.  ...  The use of this kind of combination is found in tracking for video-surveillance applications.  ... 
doi:10.1016/j.mlwa.2021.100023 fatcat:kc5skiri4rho7bmnn62yaiybru

Activity based surveillance video content modelling

Tao Xiang, Shaogang Gong
2008 Pattern Recognition  
Given a set of surveillance videos, the aims of our work are twofold: firstly a continuous video is segmented according to the activities captured in the video; secondly a model is constructed for the  ...  This paper tackles the problem of surveillance video content modelling.  ...  This makes our algorithm suitable for long videos such as 24/7 surveillance videos where it could be hours before any video content changes take place. 3.  ... 
doi:10.1016/j.patcog.2007.11.024 fatcat:6irjmqnbdja5vb4whfqxn2i7fa

Beyond Tracking: Modelling Activity and Understanding Behaviour

Tao Xiang, Shaogang Gong
2006 International Journal of Computer Vision  
This is significantly different from the majority of the existing techniques that are centred on object tracking followed by trajectory matching.  ...  Dynamic Probabilistic Networks (DPNs) are formulated for modelling the temporal and causal correlations among discrete events for robust and holistic scene-level behaviour interpretation.  ...  Acknowledgements We shall thank Huw Farmer and Mark Ealing at BAA for providing us with the aircraft cargo activity data under the DTI/EPSRC MI LINK project ICONS. Notes  ... 
doi:10.1007/s11263-006-4329-6 fatcat:jfg4mig2ureoxb5kbcocfvr5xm

How Can "Big Data" Be Harnessed to Enhance Congestion Management

Karlson Hargroves, Daena Ho, Daniel Conley, Peter Newman
2021 International Journal of Transportation Engineering and Technology  
The research is based on research undertaken with the Sustainable Built Environment National Research Centre (SBEnrc).  ...  The paper explores the emerging types of large data sets, considers how data will be sourced and shared by vehicles and transport infrastructure in the future, ad explores some of the associated challenges  ...  Counting (APC) data, provided by smart cards (metro cards), surveillance systems (ie. video cameras), Wi-Fi and Bluetooth trackers, and sensors connected to assets, signals and switches.  ... 
doi:10.11648/j.ijtet.20210703.11 fatcat:wg6isyjulncnvgs7xycrcujvwq

Modelling and Optimisation of Resource Usage in an IoT Enabled Smart Campus [article]

Thanchanok Sutjarittham
2021 arXiv   pre-print
technologies that can sense and communicate data from the physical world, coupled with data analytics and Artificial intelligence (AI) that can predict usage patterns, have opened up new opportunities for  ...  Nonetheless, anecdotal evidence indicates that campus assets are not being utilised efficiently, often due to the lack of data collection and analysis, thereby limiting the ability to make informed decisions on  ...  Monitoring overall parking space Another approach to monitor car park status is to exploit existing network of video surveillance cameras.  ... 
arXiv:2111.04085v1 fatcat:3bx5bfg4nfg7xgkyrcey7w3k3a

2019 PhD Research Journal Summary [article]

Alexander Hayes
2019 Figshare  
, long term vocational training project providers, work colleagues and Family. "...  ...  Shay Likewise when observing the interactions between delegates who clearly have long term corporate connections based on power of market share and influence that the charades of inventors do not bode  ... 
doi:10.6084/m9.figshare.8142182.v2 fatcat:2sqgdma4m5htbhdsb4nxz367ni

Open Data Based Machine Learning Applications in Smart Cities: A Systematic Literature Review

Luminita Hurbean, Doina Danaiata, Florin Militaru, Andrei-Mihail Dodea, Ana-Maria Negovan
2021 Electronics  
Based on this line of reasoning, the aim of this paper is to conduct a systematic literature review to investigate open data-based machine learning applications in the six different areas of smart cities  ...  Overall, the data synopsis as well as the in-depth analysis may be a valuable support and inspiration for the future smart city projects.  ...  data: mostly data from video surveillance or other video sources; • Text data: a complementary data source for many smart city applications.  ... 
doi:10.3390/electronics10232997 fatcat:aqpbjsdd4bg6fgnhgx3u5jn5a4

Crime, fear of crime and mental health: synthesis of theory and systematic reviews of interventions and qualitative evidence

Theo Lorenc, Mark Petticrew, Margaret Whitehead, David Neary, Stephen Clayton, Kath Wright, Hilary Thomson, Steven Cummins, Amanda Sowden, Adrian Renton
2014 Public Health Research  
There is considerable evidence for limitations on physical activity as a result of fear of crime, but less for mental health impacts. (4) Stakeholders see fear of crime as harder to address than crime  ...  Data synthesis was conducted narratively for the intervention review, with harvest plots to synthesise data on inequalities, and by thematic analysis for the review of qualitative evidence. (4) Semistructured  ...  OR (( CCTV OR CLOSED ADJ CIRCUIT ADJ TELEVISION OR VIDEO ADJ SURVEILLANCE OR SECURITY ADJ CAMERA$ ) .TI, AB.)  ... 
doi:10.3310/phr02020 fatcat:fgrplh6xibhjjchems7iioy6la

#realstory

Alexander Hayes
2016 Figshare  
An experiential account of systemic institutional abuse and its impacts on a young mans life and his resilience despite disbelief as he embarks on a cathartic journey of telling his #realstory to the world  ...  Mixing absurd sound tracks with the beginnings of video and sonic installations. Real life learning stuff. Exploring no less.  ...  That an injury to your foot is best designed to ensure you change your track, change direction. I drove with one foot to the emergency intake carpark at Bunbury Regional Hospital, Western Australia.  ... 
doi:10.6084/m9.figshare.3125881 fatcat:4wmvp6taprgunixacfagwim4fq

Automatic Video Object Segmentation and Tracking

Xuesong Le, University, My, Ruben Gonzalez
2019
accurate tracking.  ...  In addition, the uncertain motion of typical surveillance targets, e.g. slow moving or stopped, abrupt acceleration, and uniform motion makes a single salient motion detection algorithm unsuitable for  ...  noise models can be learned using long short-term memory, which allows representations that depend on all previous observations and all previous states.  ... 
doi:10.25904/1912/2011 fatcat:bbdvtkmqdngwphpuf6cyjkx6uq

Monitoring visitor numbers in New Zealand national parks and protected areas A literature review and development summary

Gordon Cessford, Rob Burns
unpublished
This report does not contain any technical specifications for the counters developed, but provides a key reference resource for anyone involved in the general development and use of visitor counting systems  ...  While direct observations are usually highly reliable and preclude the need for calibrations, they have limited application for long-term continuous counting.  ...  some control barrier on the track.  ... 
fatcat:fsjnka6svnch7jxtctrsgv3zai

Small Data, Linked Data, and Open Data (ALLDATA 2015), held between April 19 th-24 th

Jerzy Grzymala-Busse, Maria Pia Di Buono, Mark Balas, Embry-Riddle, Yeh-Ching Chung, Andreas Schmidt, Dan Tamir, Mark Balas, Embry-Riddle, Yeh-Ching Chung, Andreas Schmidt, Dan Tamir (+50 others)
KESA 2015 The International Workshop on Knowledge Extraction and Semantic Annotation   unpublished
ALLDATA 2015 also featured the following Symposium:-KESA 2015, The International Workshop on Knowledge Extraction and Semantic Annotation We take here the opportunity to warmly thank all the members of  ...  We are grateful to the members of the ALLDATA 2015 organizing committee for their help in handling the logistics and for their work to make this professional meeting a success.  ...  In addition, we would like to thank EarthSoft for their generous support.  ... 
fatcat:wsavljmwjfdu3o2daaq4zj2mgm
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