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Understanding and Diagnosing Visual Tracking Systems

Naiyan Wang, Jianping Shi, Dit-Yan Yeung, Jiaya Jia
2015 2015 IEEE International Conference on Computer Vision (ICCV)  
Despite their usefulness, whether they are sufficient for understanding and diagnosing the strengths and weaknesses of different trackers remains questionable.  ...  Several benchmark datasets for visual tracking research have been created in recent years.  ...  This calls for a more carefully designed framework for the evaluation and comparison of trackers. We propose in this paper a new way to understand and diagnose visual trackers.  ... 
doi:10.1109/iccv.2015.355 dblp:conf/iccv/WangSYJ15 fatcat:o2gkqfmpafhnbpxokgoh3etxlq

Understanding and Diagnosing Visual Tracking Systems [article]

Naiyan Wang, Jianping Shi, Dit-Yan Yeung, Jiaya Jia
2015 arXiv   pre-print
Despite their usefulness, whether they are sufficient for understanding and diagnosing the strengths and weaknesses of different trackers remains questionable.  ...  Several benchmark datasets for visual tracking research have been proposed in recent years.  ...  This calls for a more carefully designed framework for the evaluation and comparison of trackers. We propose in this paper a new way to understand and diagnose visual trackers.  ... 
arXiv:1504.06055v1 fatcat:uhevv5dpbrae3eklh65pz3mbim

FixIt: An Approach towards Assisting Workers in Diagnosing Machine Malfunctions

Gudrun Klinker, Hesam Najafi, Tobias Sielhorst, Fabian Sturm
2004 Workshop on Exploring the Design and Engineering of Mixed Reality Systems  
Only very few cases exist, in which AR technology has come out of the laboratories and has been evaluated [2] or used [8] in real industrial settings.  ...  We are also grateful to Asa MacWilliams, Martin Wagner, Martin Bauer, Christian Sandor and Thomas Reicher for making the DWARF system available to the class and for continually supporting the class in  ...  Acknowledgments Many thanks go to all students who attended this class and contributed to the design and implementation of the demonstrator.  ... 
dblp:conf/mixer/KlinkerNSS04 fatcat:j5puihbe2zalnaqocwbpgkyipi

Detecting Changes in User Behavior to Understand Interaction Provenance during Visual Data Analysis

Alyssa M. Pena, Ehsanul Haque Nirjhar, Andrew Pachuilo, Theodora Chaspari, Eric D. Ragan
2019 International Conference on Intelligent User Interfaces  
Visualizations are often used to understand, diagnose, and refine AI models. Yet, it is unclear what type of interactions are appropriate for a given model and how the visualizations are perceived.  ...  In this research, we aim to understand how data-driven techniques can automatically identify changes in user behavior (inflection points) based on user interaction logs collected from eye tracking and  ...  ACKNOWLEDGMENTS This material is based on work supported by NSF 1565725 and the DARPA XAI program N66001-17-2-4031.  ... 
dblp:conf/iui/PenaNPCR19 fatcat:tdlalowqv5d6lcu7qazu4jczja

Current Challenges Supporting School-Aged Children with Vision Problems: A Rapid Review

Qasim Ali, Ilona Heldal, Carsten G. Helgesen, Gunta Krumina, Cristina Costescu, Attila Kovari, Jozsef Katona, Serge Thill
2021 Applied Sciences  
The aim of this paper is to contribute to a better understanding of the importance of vision screening for school-aged children, and to investigate the possibilities of how eye-tracking (ET) technologies  ...  While there are indications that these technologies can support vision screening, a broad understanding of how to apply them and by whom, and if it is possible to utilize them at schools, is lacking.  ...  According to wha we understand, the use of eye-tracking technology is not widespread for diagnosing v sion problems.  ... 
doi:10.3390/app11209673 fatcat:er35pyy53vfjtmdp2noooe55y4

A review of eye tracking for understanding and improving diagnostic interpretation

Tad T. Brunyé, Trafton Drew, Donald L. Weaver, Joann G. Elmore
2019 Cognitive Research  
Inspecting digital imaging for primary diagnosis introduces perceptual and cognitive demands for physicians tasked with interpreting visual medical information and arriving at appropriate diagnoses and  ...  The present review provides an overview of eye-tracking technology, the perceptual and cognitive processes involved in medical interpretation, how eye tracking has been employed to understand medical interpretation  ...  and associated diagnoses.  ... 
doi:10.1186/s41235-019-0159-2 fatcat:vl4idrtcovcn5a6m44q64jzdaa

The Use of Eye-Tracking in the Investigation of Prelinguistic Infants: A Review

Francois Jennifer R, Coufal Kathy L, Chaparro Barbara S
2018 Annals of Cognitive Science  
As the use of this technique increases, it becomes important for researchers to understand both the benefits and challenges of its use with young prelinguistic infants.  ...  The accuracy of gaze determination and ease of use with young populations make eye-tracking a worthwhile method to consider.  ...  Simple PLP technique was initially designed as a way to understand how infants perform on tasks of visual acuity.  ... 
doi:10.36959/447/342 fatcat:3ogwqfdtnze7flnwrmffcgfnqi

MAV-clic: management, analysis, and visualization of clinical data

Zeeshan Ahmed, Minjung Kim, Bruce T Liang
2018 JAMIA Open  
MAV-clic supports clinicians and healthcare analysts by efficiently stratifying subjects to understand specific scenarios and optimize decision making.  ...  MAV-clic extracts, cleanses, and encrypts data then restructures and aggregates data in a deidentified format. A graphical user interface allows query, analysis, and visualization of clinical data.  ...  We are grateful to the University of Connecticut Health Center (UConn Health), School of Medicine, Department of Genetics and Genome Sciences, Institute for Systems Genomics, The Pat and Jim Calhoun Cardiology  ... 
doi:10.1093/jamiaopen/ooy052 pmid:31984341 pmcid:PMC6951942 fatcat:mqgbwz3m4jetrl3z4cpqjtfn7q

Accuracy is in the eyes of the pathologist: The visual interpretive process and diagnostic accuracy with digital whole slide images

Tad T. Brunyé, Ezgi Mercan, Donald L. Weaver, Joann G. Elmore
2017 Journal of Biomedical Informatics  
It has also made it possible to use eye tracking devices to explore the dynamic visual inspection and interpretation of histopathological features of tissue while pathologists review cases.  ...  During pathologist interpretation we tracked eye movements, viewer tool behavior (zooming, panning), and interpretation time.  ...  The authors wish to thank Ventana Medical Systems, Inc., a member of the Roche Group, for use of iScan Coreo Au™ whole slide imaging system, and HD View SL for the source code used to build our digital  ... 
doi:10.1016/j.jbi.2017.01.004 pmid:28087402 pmcid:PMC5316368 fatcat:lc4zwjq4zzhxtcbungf4tkeaz4

Supporting Patient-Provider Collaboration to Identify Individual Triggers using Food and Symptom Journals

Jessica Schroeder, Jane Hoffswell, Chia-Fang Chung, James Fogarty, Sean Munson, Jasmine Zia
2017 Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing - CSCW '17  
Patient-generated data can allow patients and providers to collaboratively develop accurate diagnoses and actionable treatment plans.  ...  We also find a desire to use tools like our interactive visualizations within and beyond clinic appointments. We discuss these findings and present guidance for the design of future tools.  ...  Acknowledgments We thank Jeffrey Heer and Jessica Hullman for their advice on the data visualizations; Daniel Epstein, Matthew Kay, and our reviewers for their critiques of our paper drafts; and Yen Truong  ... 
doi:10.1145/2998181.2998276 pmid:28516172 pmcid:PMC5432206 fatcat:t5pcmmfzlrenzl7fnzodoxinja

Sonification as a method to distinguish the isometric force of Attention Deficit Hyperactivity Disorder (ADHD) compared to control participants

K.A. Neely, G.K.R. Williams, D. Vicinanza
2016 Radiotherapy and Oncology  
We hope to show the sensitivity of this measure, which does not require data reduction and loss, for identifying and tracking pathological running gait, and use it as a tool to increase our understanding  ...  The application of this technique will aid diagnosis and tracking of pathological and perturbed gait, for example highlighting key changes in gait with ageing or leg surgeries.  ...  We hope to show the sensitivity of this measure, which does not require data reduction and loss, for identifying and tracking pathological running gait, and use it as a tool to increase our understanding  ... 
doi:10.1016/s0167-8140(16)30233-x fatcat:aa5f6wqvafewdfqosfztbthbty

Vizability

Pardha S. Pyla, Jonathan R. Howarth, Chris Catanzaro, Chris North
2006 Proceedings of the 44th annual southeast regional conference on - ACM-SE 44  
In addition, our tool helps engineers discover weaknesses in their process through exploratory browsing of a visualization of the tree structure and visual filtering based on cost, importance, and keywords  ...  To extend the analysis process to multiple diverse efforts, it is necessary to categorize and store data in a consistent manner and have techniques for discovering patterns in that data.  ...  A systematic process would improve understanding over time by allowing application producers to track their development efforts and determine which problems reoccur and which problems have been corrected  ... 
doi:10.1145/1185448.1185584 dblp:conf/ACMse/PylaHCN06 fatcat:stxupxtxendujfimvfz3gwxo5m

Eye-tracking w diagnozie, terapii i edukacji dzieci z niepełnosprawnością sprzężoną. Zarys problematyki

Aneta Maria Kochanowicz
2020 Edukacja elementarna w teorii i praktyce  
Następnie wskazała na eye-tracking jako potencjalne narzędzie do komunikacji z dziećmi niemówiącymi oraz do ich edukacji.  ...  Z badań wynika, iż eye-tracking może odmienić życie dzieci, dla których jedynym kanałem komunikacyjnym jest wzrok, ponieważ oferuje im nowe formy spędzania wolnego czasu, uczenia się i komunikowania z  ...  sentences); reading words and understanding them; reading sentences and understanding them; writing skills; identifying sounds with a picture; third, to study cognitive functions: visual-spatial (the study  ... 
doi:10.35765/eetp.2019.1454.08 fatcat:gaa2iq5qznd6ficgezg6kzvh3y

explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning

Thilo Spinner, Udo Schlegel, Hanna Schafer, Mennatallah El-Assady
2019 IEEE Transactions on Visualization and Computer Graphics  
We propose a framework for interactive and explainable machine learning that enables users to (1) understand machine learning models; (2) diagnose model limitations using different explainable AI methods  ...  To operationalize the framework, we present explAIner, a visual analytics system for interactive and explainable machine learning that instantiates all phases of the suggested pipeline within the commonly  ...  ACKNOWLEDGMENTS This work has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreements No 825041 and No 826494.  ... 
doi:10.1109/tvcg.2019.2934629 pmid:31442998 fatcat:ganc4ulfcvh7nabhts4mateuwq

AB0501 THREE CASES OF VERTEBRAL ARTERITIS IDENTIFIED ON FDG-PET IN PATIENTS WITH SUSPECTED GCA AT UNIVERSITY COLLEGE LONDON HOSPITAL (UCLH)

D. Ludwig, M. Naja, S. Voo, V. Morris
2020 Annals of the Rheumatic Diseases  
Inflammatory markers were raised in two, and normal in one, of the patients. Only one had systemic symptoms (weight loss).  ...  Two had a history of jaw claudication and visual disturbances (unilateral visual loss in one, transient diplopia in the other). Both of these patients had positive temporal artery biopsies.  ...  To improve our understanding of the use of PET at diagnosis and compare this to the gold standard TAB, and to TAUS, in our institution.  ... 
doi:10.1136/annrheumdis-2020-eular.410 fatcat:mmzzz4x3wfeebcizvln2d2w5zi
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