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Guiding Visual Surveillance by Tracking Human Attention

Ben Benfold, Ian Reid
2009 Procedings of the British Machine Vision Conference 2009  
To determine people's attention from passive visual observations we have developed a system which automatically locates and tracks pedestrians in surveillance-style video before measuring their head pose  ...  We describe a novel method for directing the attention of an automated surveillance system.  ...  To determine people's attention from passive visual observations we have developed a system which automatically locates and tracks pedestrians in surveillance-style video before measuring their head pose  ... 
doi:10.5244/c.23.14 dblp:conf/bmvc/BenfoldR09 fatcat:o5ainfv475b4tns642hrretjam

Attentive Wide-Field Sensing for Visual Telepresence and Surveillance [chapter]

James H. Elder, Fadi Dornaika, Bob Hou, Ronen Goldstein
2005 Neurobiology of Attention  
These prototype sensors serve as useful testbeds for computational models of visual attention, and may lead to new telepresence and surveillance technologies.  ...  An attentive component provides a much smaller, shiftable FOV at high resolution, designed to recognize and interpret events detected by the pre-attentive system.  ...  For example, in a remote surveillance system monitored by a human security specialist, pre-attentive and attentive visual data could be displayed on separate monitors.  ... 
doi:10.1016/b978-012375731-9/50106-3 fatcat:i24ph35garbada4nlayijnyeeq

What Do I See? Modeling Human Visual Perception for Multi-person Tracking [chapter]

Xu Yan, Ioannis A. Kakadiaris, Shishir K. Shah
2014 Lecture Notes in Computer Science  
This paper presents a novel approach for multi-person tracking utilizing a model motivated by the human vision system. The model predicts human motion based on modeling of perceived information.  ...  the human attention allocation to subjects with different motion velocity and is modeled as a static-dynamic attention map.  ...  This is used to guide tracking later due to the shared world coordinate between the observer and the surveillance camera's view.  ... 
doi:10.1007/978-3-319-10605-2_21 fatcat:fpys62b3ijehnkg3umuez4zw5q

See No Evil: Cognitive Challenges of Security Surveillance and Monitoring

Helen M. Hodgetts, François Vachon, Cindy Chamberland, Sébastien Tremblay
2017 Journal of Applied Research in Memory and Cognition  
The current article reviews the cognitive challenges associated with the task of a CCTV operator: visual search and cognitive/perceptual overload, attentional failures, vulnerability to distraction, and  ...  to consider the human element at the design stage when developing technological solutions to security surveillance.  ...  Acknowledgements This work was supported by grants from the National Sciences and Engineering Research Challenges of security surveillance 35  ... 
doi:10.1016/j.jarmac.2017.05.001 fatcat:zfyl3ssdlvcfrdtuuuwef3im7y

Robust object tracking guided by top-down spectral analysis visual attention

Wanyi Li, Peng Wang, Rui Jiang, Hong Qiao
2015 Neurocomputing  
Li, et al., Robust object tracking guided by top-down spectral analysis visual attention, Neurocomputing (2014), http://dx.  ...  To address these issues, we propose a top-down spectral analysis visual attention guided tracking method.  ...  Acknowledgments This work was supported by the National Natural Science Foundation of China under the Grant 61401463, 61100098, 61210009 and 61379097.  ... 
doi:10.1016/j.neucom.2014.11.006 fatcat:eri6al7kp5a33lfpjlmogd5epu

JDL level 5 fusion model: user refinement issues and applications in group tracking

Erik P. Blasch, Susan Plano, Ivan Kadar
2002 Signal Processing, Sensor Fusion, and Target Recognition XI  
tracking.  ...  We seek to address issues for designing a fusion system which supports a user: trust, workload, attention and situation awareness.  ...  [21, 22] Goal driven includes shifts of attention to spatial locations whereas stimulus driven is attentional capture by spatial cues, visual salience, and by abrupt visual onsets.  ... 
doi:10.1117/12.477612 fatcat:xq4bktacnfatbizbyghbsp2gom


Yogini Ashokrao Kanhegaonkar .
2015 International Journal of Research in Engineering and Technology  
With the rapid development of computer vision techniques, visual detection has become increasingly popular in the transportation field.  ...  Vision of Indian government; of making 100 smart cities, attracts our attention to intelligent transport system. Traffic flow analysis is a part of intelligent transport system.  ...  In computer vision, tracking can be thought as a serious problem. Surveillance applications are drawing more attention nowadays.  ... 
doi:10.15623/ijret.2015.0408029 fatcat:gmkg7nbo5zg3tclscs7aicvbxy

Visual Object Tracking Algorithm Based on Biological Visual Information Features and Few-Shot Learning

Dawei Zhang, Tingting Yang, Xin Ning
2022 Computational Intelligence and Neuroscience  
By tracking the object of interest and recording the tracking trajectory, we can extract a structure from a video.  ...  Moving object following in visual surveillance is easily affected by factors such as occlusion, rapid object movement, and appearance changes, and it is difficult to solve these problems effectively with  ...  Acknowledgments e study was supported by the "Science and Technology Research Project of Henan Province of China (Grant No. 202102210133).  ... 
doi:10.1155/2022/3422859 pmid:35281201 pmcid:PMC8913116 fatcat:lcvm2ufokja7bpz3gd32czq62y

A Self-Referential Perceptual Inference Framework for Video Interpretation [chapter]

Christopher Town, David Sinclair
2003 Lecture Notes in Computer Science  
Perceptual inference then takes place within an ontological domain defined by the structure of the problem and the current goal set.  ...  This representation allows one to pose the problem of video analysis in terms of queries expressed in a visual language incorporating prior hierarchical knowledge of the syntactic and semantic structure  ...  Visual search guided by a query posed in a language embodying an ontological representation of a domain allows adaptive processing strategies to be utilised and gives an effective attentional control mechanism  ... 
doi:10.1007/3-540-36592-3_6 fatcat:4bgk6fhapfdwfcmjaj2s66c7uu

Effective Lifeguard Scanning: A Review

Stephen Langendorfer, Francesco Pia, Angela Beale-Tawfeeq
2022 International Journal of Aquatic Research and Education  
The purpose of this scientific review was to address the question of what evidence-based visual surveillance/scanning skills exist in the peer-reviewed scholarly literature.  ...  The literature revealed that expert lifeguard observation, scanning, and surveillance skills need to be acquired through planned systematic practice to identify the presence of the instinctive drowning  ...  perception, visual search, guided visual search, inefficient search strategy, attention/physiology, signal detection, theory, task performance and analysis, visual scanning, surveillance, psychomotor  ... 
doi:10.25035/ijare.13.04.08 fatcat:2oics4n3fvg4nambxfb6mvoarq

A Survey on Visual Surveillance of Object Motion and Behaviors

W. Hu, T. Tan, L. Wang, S. Maybank
2004 IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)  
Visual surveillance in dynamic scenes, especially for humans and vehicles, is currently one of the most active research topics in computer vision.  ...  Index Terms-Behavior understanding and description, fusion of data from multiple cameras, motion detection, personal identification, tracking, visual surveillance.  ...  FUTURE DEVELOPMENTS In Sections II-VI, we have reviewed the state-of-the-art of visual surveillance for humans and vehicles sorted by a general framework of visual surveillance systems.  ... 
doi:10.1109/tsmcc.2004.829274 fatcat:cozxn2ogtrew3pybyuxcrj2rhi

"Cinematography of Devices": Harun Farocki's Eye/Machine Trilogy

Martin Blumenthal-Barby
2015 German Studies Review  
Farocki is especially interested in the image processing systems behind these weapons, their operational images that are both generated by machines and read by machines-images that require neither human  ...  creators nor human spectators.  ...  The video, dramatically underscored by Wagner's "The Ride of the Valkyries," suggests that the enormous economic costs of aerial bombing can be cut by the use of computer-guided bombs and laser-guided  ... 
doi:10.1353/gsr.2015.0086 fatcat:4x54i2gyarbnli22hmfg3p6npy

Overview of Eye tracking Datasets

Stefan Winkler, Ramanathan Subramanian
2013 2013 Fifth International Workshop on Quality of Multimedia Experience (QoMEX)  
Datasets of images or videos annotated with eye tracking data constitute important ground truth for studies on saliency models, which have applications in quality assessment and other areas.  ...  . • USC Visual Attention Guided Bit Allocation (VAGBA) Dataset [28] was compiled to demonstrate the utility of a saliency-based bit allocation strategy in video compression.  ...  The presence of distortions indeed caused a significant deviation in visual attention patterns, especially for low quality images. • Visual Attention for Image Quality (VAIQ) Database [12] provides eye-tracking  ... 
doi:10.1109/qomex.2013.6603239 dblp:conf/qomex/WinklerS13 fatcat:vycot2gegfaztgfeyinrq5whh4

human perspective scene understanding

Chiori Hori
2021 Zenodo  
generation models need video captioning power Joint Student-Teacher Learning for Audio-Visual Scene-Aware Image Motion Audio (VGG-16) (C3D) (MFCC) bowl 0.9701 track 0.9887 talking 0.3435 pan  ...  Zisserman (2003) Neurophysiology Visual region in Cerebral Cortex Cats/Monkey Hubel, Wiesel 1950s, 1960s Hand-Crafted Scenario for Tour Guide Accept: Set_imprs (Decided) eps: Cnfrm(  ... 
doi:10.5281/zenodo.5077829 fatcat:mop5nd757fbnfex2apbj3rua4i


Alexander W. Skaburskis, Jeffrey S. Shell, Roel Vertegaal, Connor Dickie
2003 CHI '03 extended abstracts on Human factors in computer systems - CHI '03  
We present AuraMirror, a system that visualizes virtual windows of attention: the commodity of visual attention people exchange during interactions in small groups.  ...  AuraMirror acts as a dynamic 'painting' that passively gathers and displays attentional data by superimposing auras over each viewer's head in a real time video mirror.  ...  Visual Attention Human attention can be defined by many generic criteria, most of which are difficult to measure.  ... 
doi:10.1145/766084.766086 fatcat:i7dwfuxaafakljrxrwqlfg6kja
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