Image classification to support emergency situation awareness

作者: Ryan Lagerstrom , Yulia Arzhaeva , Piotr Szul , Oliver Obst , Robert Power

DOI: 10.3389/FROBT.2016.00054

关键词: Service (systems architecture)Social mediaArtificial intelligenceData miningImage databaseSituation awarenessEmergency responseMachine learningContextual image classificationImage processingContext (language use)Computer science

摘要: Recent advances in image classification methods, along with the availability of associated tools, have seen their use become widespread in many domains. This paper presents a …

参考文章(51)
Peter M. Landwehr, Kathleen M. Carley, Social Media in Disaster Relief Springer, Berlin, Heidelberg. pp. 225- 257 ,(2014) , 10.1007/978-3-642-40837-3_7
Robert Power, Bella Robinson, John Colton, Mark Cameron, Emergency Situation Awareness: Twitter Case Studies Lecture Notes in Business Information Processing. pp. 218- 231 ,(2014) , 10.1007/978-3-319-11818-5_19
Matthew Wiener, Andy Liaw, Classification and Regression by randomForest ,(2007)
Kumar Sharma, , Ujjal Marjit, Utpal Biswas, PTSLGA: A Provenance Tracking System for Linked Data Generating Application International Journal of Information Technology and Computer Science. ,vol. 7, pp. 87- 93 ,(2015) , 10.5815/IJITCS.2015.04.10
Guangwei Gao, Jian Yang, Songsong Wu, Xiaoyuan Jing, Dong Yue, Bayesian sample steered discriminative regression for biometric image classification soft computing. ,vol. 37, pp. 48- 59 ,(2015) , 10.1016/J.ASOC.2015.07.034
Sihem Amer-Yahia, Carlos Castillo, Soudip Roy Chowdhury, Muhammad Imran, Muhammad Rizwan Asghar, Tweet4act: Using Incident-Specific Profiles for Classifying Crisis-Related Messages international conference on information systems for crisis response and management. pp. 834- 839 ,(2013)
Yudong Zhang, Zhengchao Dong, Preetha Phillips, Shuihua Wang, Genlin Ji, Jiquan Yang, Ti-Fei Yuan, Detection of subjects and brain regions related to Alzheimer's disease using 3D MRI scans based on eigenbrain and machine learning. Frontiers in Computational Neuroscience. ,vol. 9, pp. 66- 66 ,(2015) , 10.3389/FNCOM.2015.00066
Helmi Zulhaidi Mohd Shafri, Shattri B. Mansor, Jwan Al-doski, Image Classification in Remote Sensing Journal of environment and earth science. ,vol. 3, pp. 141- 147 ,(2013)
Encyclopedia of Machine Learning Encyclopedia of Machine Learning:. ,(2011) , 10.1007/978-0-387-30164-8