Florida International University - University of Miami TRECVID 2016
نویسندگان
چکیده
This paper demonstrates the framework and results from the team “Florida International University University of Miami (FIU-UM)” in TRECVID 2016 [1] Ad-hoc Video Search (AVS) task [2]. The following two runs were submitted: • M D FIU UM.16 1: CNN features + linear SVM + concept scores combination type I • M D FIU UM.16 2: CNN features + linear SVM + concept scores combination type II In both runs, the features are first extracted by the CNN (Convolutional Neural Network) structure of AlexNet [3]. Then, using the linear SVM (Support Vector Machine) classifiers, the scores of each concept for the key frames are generated. For run 1 and run 2, the scores from the aforementioned model are combined in different ways for different queries. From the submission results, run 2 outperforms run 1. The submission details are listed as follows. • Class: M (Manually-assisted runs) • Training type: D (IACC & non-IACC non-TRECVID data) • Team ID: FIU-UM (Florida International University University of Miami) • Year: 2016
منابع مشابه
International University - University of Miami TRECVID 2017
This paper demonstrates the framework and results from the team “Florida International University University of Miami (FIU-UM)” in the TRECVID 2017 [1] Ad-hoc Video Search (AVS) task [2]. The following four runs were submitted: • M D FIU UM.17 1: CNN features + Linear SVM • M D FIU UM.17 2: CNN features + Linear SVM + Scores from other groups • M D FIU UM.17 3: CNN features + Linear SVM + Recti...
متن کاملStudent evaluations of physics teachers: On the stability and persistence of gender bias
Geoff Potvin and Zahra Hazari STEM Transformation Institute, Florida International University, 11200 SW 8th Street, Miami, Florida 33199, USA Department of Physics, Florida International University, 11200 SW 8th Street, Miami, Florida 33199, USA Department of Teaching & Learning, Florida International University, 11200 SW 8th Street, Miami, Florida 33199, USA (Received 7 February 2015; publishe...
متن کاملSubependymoma of the CervicothoracicSpinal Cord
1Departments of Pathology, University of Miami, Florida, USA 2Department of Neurosurgery, University of Miami, Florida, USA 3Department of Radiology, University of Miami, Florida, USA 4Department of Neurology, University of Miami, Florida, USA 5Sylvester Comprehensive Cancer Center, University of Miami, Florida, USA Received date: 18 Jan 2016; Accepted date: 10 Mar 2016; Published date: 15 Mar ...
متن کاملA Web-based distributed system for hurricane occurrence projection
1 School of Computer Science, Florida International University, Miami, FL 33199, U.S.A. 2 Department of Statistics, Florida International University, Miami, FL 33199, U.S.A. 3 Department of Finance, Florida International University, Miami, FL 33199, U.S.A. 4 Cooperative Institute for Marine and Atmospheric Science, University of Miami, Coral Gables, FL 33124, U.S.A. 5 Hurricane Research Divisio...
متن کاملCASE SERIES Treatment of complex anterior cerebral artery aneurysms with Pipeline flow diversion: mid-term results
Miami Cardiac & Vascular Institute, Florida International University, Miami, Florida, USA Baptist Neuroscience Center, Florida International University, Miami, Florida, USA Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, USA Departments of Radiology and Neurosurgery, Emory University, Atlanta, Georgia, USA Department of Radiology, University of Massachuse...
متن کامل