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1,897 results on '"Peters, James F."'

155. Robotic Target Tracking with Approximation Space-Based Feedback During Reinforcement Learning

Author

Lockery, Daniel, Peters, James F., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, An, Aijun, editor, Stefanowski, Jerzy, editor, Ramanna, Sheela, editor, Butz, Cory J., editor, Pedrycz, Witold, editor, and Wang, Guoyin, editor

Published
2007
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156. Image Pattern Recognition Using Near Sets

Author

Henry, Christopher, Peters, James F., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, An, Aijun, editor, Stefanowski, Jerzy, editor, Ramanna, Sheela, editor, Butz, Cory J., editor, Pedrycz, Witold, editor, and Wang, Guoyin, editor

Published
2007
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157. Approximation Space-Based Socio-Technical Conflict Model

Author

Ramanna, Sheela, Skowron, Andrzej, Peters, James F., Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Yao, JingTao, editor, Lingras, Pawan, editor, Wu, Wei-Zhi, editor, Szczuka, Marcin, editor, Cercone, Nick J., editor, and Ślȩzak, Dominik, editor

Published
2007
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159. Generalized Conflict and Resolution Model with Approximation Spaces

Author

Ramanna, Sheela, Peters, James F., Skowron, Andrzej, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Greco, Salvatore, editor, Hata, Yutaka, editor, Hirano, Shoji, editor, Inuiguchi, Masahiro, editor, Miyamoto, Sadaaki, editor, Nguyen, Hung Son, editor, and Słowiński, Roman, editor

Published
2006
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160. Zdzisław Pawlak Commemorating His Life and Work

Author

Skowron, Andrzej, Peters, James F., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Greco, Salvatore, editor, Hata, Yutaka, editor, Hirano, Shoji, editor, Inuiguchi, Masahiro, editor, Miyamoto, Sadaaki, editor, Nguyen, Hung Son, editor, and Słowiński, Roman, editor

Published
2006
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169. Rough-Neural Computing: An Introduction

Author

Pal, Sankar K., Peters, James F., Polkowski, Lech, Skowron, Andrzej, Gabbay, Dov M., editor, Siekmann, Jörg, editor, Pal, Sankar K., editor, Polkowski, Lech, editor, and Skowron, Andrzej, editor

Published
2004
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170. Measuring Acceptance of Intelligent System Models

Author

Peters, James F., Ramanna, Sheela, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Negoita, Mircea Gh., editor, Howlett, Robert J., editor, and Jain, Lakhmi C., editor

Published
2004
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171. K-means Indiscernibility Relation over Pixels

Author

Peters, James F., Borkowski, Maciej, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Tsumoto, Shusaku, editor, Słowiński, Roman, editor, Komorowski, Jan, editor, and Grzymała-Busse, Jerzy W., editor

Published
2004
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173. Rough Sets and Information Granulation

Author

Peters, James F., Skowron, Andrzej, Synak, Piotr, Ramanna, Sheela, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Bilgiç, Taner, editor, De Baets, Bernard, editor, and Kaynak, Okyay, editor

Published
2003
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174. Design Patterns in Intelligent Systems

Author

Peters, James F., Goos, Gerhard, editor, Hartmanis, Juris, editor, van Leeuwen, Jan, editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Zhong, Ning, editor, Raś, Zbigniew W., editor, Tsumoto, Shusaku, editor, and Suzuki, Einoshin, editor

Published
2003
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178. Approximation of Information Granule Sets

Author

Skowron, Andrzej, Stepaniuk, Jaroslaw, Peters, James F., Goos, Gerhard, editor, Hartmanis, Juris, editor, van Leeuwen, Jan, editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Ziarko, Wojciech, editor, and Yao, Yiyu, editor

Published
2001
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180. Rough Measures and Integrals: A Brief Introduction

Author

Pawlak, Zdzisław, Peters, James F., Skowron, Andrzej, Suraj, Z., Ramanna, S., Borkowski, M., Goos, G., editor, Hartmanis, J., editor, van Leeuwen, J., editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Terano, Takao, editor, Ohsawa, Yukio, editor, Nishida, Toyoaki, editor, Namatame, Akira, editor, Tsumoto, Syusaku, editor, and Washio, Takashi, editor

Published
2001
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181. Extracting Patterns Using Information Granules: A Brief Introduction

Author

Skowron, Andrzej, Stepaniuk, Jarosław, Peters, James F., Goos, G., editor, Hartmanis, J., editor, van Leeuwen, J., editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Terano, Takao, editor, Ohsawa, Yukio, editor, Nishida, Toyoaki, editor, Namatame, Akira, editor, Tsumoto, Syusaku, editor, and Washio, Takashi, editor

Published
2001
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199. Video sharpness based barcodes with Bessel functions and quaternions for video summarization

Author

McLeod, Robert (Electrical and Computer Engineering), Yahampath, Pradeepa (Electrical and Computer Engineering), Alfaro, Marolo (Civil Engineering), Khare, Mona (Allahabad University), Peters, James F., Pilippu Hewa Don, Arjuna, McLeod, Robert (Electrical and Computer Engineering), Yahampath, Pradeepa (Electrical and Computer Engineering), Alfaro, Marolo (Civil Engineering), Khare, Mona (Allahabad University), Peters, James F., and Pilippu Hewa Don, Arjuna

Abstract

Pertaining to the increasing amount of video data created every day, fast and effective methods of analyzing videos with minimum human supervision is a requirement in the current world. Several methods have been introduced by the research community to tackle this problem, but they have shown certain shortcomings when it comes to real-life deployment. The main objective of this research is to develop a set of tools for recognizing and isolating parts of a video that are important, which will reduce the amount of time required for the analysis. One way of understanding the important parts of a video is to isolate frames that have important information. The other way is to find the area of the video frame that has the most important information. To solve these two problems, this thesis considers segmentation of video frame foreground from the background using image sharpness. This research also introduces improved Ghrist barcodes as a method of presenting this information. A Ghrist barcode is a topology of data pictograph useful in representing the persistence of the features of changing shapes. These barcodes show the timeline information where there is an activity of interest. Bessel functions and quaternions are suggested as a method to find the area of interest inside a video frame using the change in sharpness of the video frames. Bessel functions are more flexible in measuring sharpness allowing various applications with minimum modifications. With quaternions, it is possible to obtain three dimensional (RGB) perspective for color distance which is an update over the traditional grayscale-based object sharpness. These methods have been used to introduce updated object sharpness methodologies that are both robust and fast. Object sharpness paves the way for topological analysis of the object shapes and their changes inside the video frame over time. The suggested methods have been applied in real-life applications and the obtained results are promising.

Published
2022

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