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4. Correcting Misspelled Words in Twitter Text

Author

Kim, Jeongin, Lee, Eunji, Hong, Taekeun, Kim, Pankoo, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin Sherman, Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert Y., Series editor, Jung, Jason J., editor, and Kim, Pankoo, editor

Published
2017
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7. A Study of Interference Cancellation for NOMA Downlink Near-Far Effect to Support Big Data

Author

Dou, Shaoyu, Su, Xin, Choi, Dongmin, Kim, Pankoo, Choi, Chang, 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, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Au, Man Ho Allen, editor, Castiglione, Arcangelo, editor, Choo, Kim-Kwang Raymond, editor, Palmieri, Francesco, editor, and Li, Kuan-Ching, editor

Published
2017
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9. Travel Destination Recommendation Based on Probabilistic Spatio-temporal Inference

Author

Choi, Chang, Choi, Junho, Lynn, Htet Myet, Kim, Pankoo, Akan, Ozgur, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin (Sherman), Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert, Series editor, Bellavista, Paolo, Series editor, Vinh, Phan Cong, editor, and Alagar, Vangalur, editor

Published
2016
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11. A Study on Webtoon Generation Using CLIP and Diffusion Models †.

Author

Yu, Kyungho, Kim, Hyoungju, Kim, Jeongin, Chun, Chanjun, and Kim, Pankoo

Subjects
TRANSFORMER models, ARTISTIC style
Abstract

This study focuses on harnessing deep-learning-based text-to-image transformation techniques to help webtoon creators' creative outputs. We converted publicly available datasets (e.g., MSCOCO) into a multimodal webtoon dataset using CartoonGAN. First, the dataset was leveraged for training contrastive language image pre-training (CLIP), a model composed of multi-lingual BERT and a Vision Transformer that learnt to associate text with images. Second, a pre-trained diffusion model was employed to generate webtoons through text and text-similar image input. The webtoon dataset comprised treatments (i.e., textual descriptions) paired with their corresponding webtoon illustrations. CLIP (operating through contrastive learning) extracted features from different data modalities and aligned similar data more closely within the same feature space while pushing dissimilar data apart. This model learnt the relationships between various modalities in multimodal data. To generate webtoons using the diffusion model, the process involved providing the CLIP features of the desired webtoon's text with those of the most text-similar image to a pre-trained diffusion model. Experiments were conducted using both single- and continuous-text inputs to generate webtoons. In the experiments, both single-text and continuous-text inputs were used to generate webtoons, and the results showed an inception score of 7.14 when using continuous-text inputs. The text-to-image technology developed here could streamline the webtoon creation process for artists by enabling the efficient generation of webtoons based on the provided text. However, the current inability to generate webtoons from multiple sentences or images while maintaining a consistent artistic style was noted. Therefore, further research is imperative to develop a text-to-image model capable of handling multi-sentence and -lingual input while ensuring coherence in the artistic style across the generated webtoon images. [ABSTRACT FROM AUTHOR]

Published
2023
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12. A Design of Sensor Data Ontology for a Large Scale Crop Growth Environment System

Author

Lee, Eunji, Ko, Byeongkyu, Choi, Chang, Kim, Pankoo, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin (Sherman), Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert, Series editor, Jung, Jason J., editor, Badica, Costin, editor, and Kiss, Attila, editor

Published
2015
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14. Low Ambiguity First Algorithm: A New Approach to Knowledge-Based Word Sense Disambiguation

Author

Choi, Dongjin, Hwang, Myunggwon, Ko, Byeongkyu, You, Sicheon, Kim, Pankoo, 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, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Fui-Hoon Nah, Fiona, editor, and Tan, Chuan-Hoo, editor

Published
2015
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17. A Method for Normalizing Non-standard Words in Online Social Network Services: A Case Study on Twitter

Author

Choi, Dongjin, Kim, Jeongin, Kim, Pankoo, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoff, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin (Sherman), Series editor, Stan, Mircea, Series editor, Jia, Xiaohua, Series editor, Zomaya, Albert, Series editor, Vinh, Phan Cong, editor, Alagar, Vangalur, editor, Vassev, Emil, editor, and Khare, Ashish, editor

Published
2014
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21. Gradient descent for quadratic functions using geometric mean and the Kai Fang method.

Author

Rim, KwangCheol, Kim, Pankoo, and Ko, Hoon

Subjects
ARTIFICIAL intelligence, COMPUTATIONAL complexity, PRICE inflation, GEOMETRIC analysis, ARITHMETIC, QUADRATIC programming, HOUGH transforms
Abstract

Summary: The geometric mean is typically used to measure the mean of inflation rate and population fluctuation. It is also used in the description and analysis of singularities and geometric distance spaces. Gradient descent is an integral part of artificial intelligence. In this study, we transform the gradient calculation from conventional quadratic gradient descent algorithms into a root extraction calculation using geometric means. To eliminate the computational complexity of differential operations in gradient calculation and to easily calculate roots using only fundamental arithmetic operations, we introduce the Kai Fang method, the East Asian traditional root extraction method. To do this, we propose a new quadratic gradient descent method based on geometric means and we apply the Kai Fang method with geometric means to create an improved quadratic gradient descent method. The proposed method shows improved computational ease over conventional methods. [ABSTRACT FROM AUTHOR]

Published
2023
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23. Syntactic Analysis for Monitoring Personal Information Leakage on Social Network Services: A Case Study on Twitter

Author

Choi, Dongjin, You, Ilsun, Kim, Pankoo, 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, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Mustofa, Khabib, editor, Neuhold, Erich J., editor, Tjoa, A Min, editor, Weippl, Edgar, editor, and You, Ilsun, editor

Published
2013
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24. Sentiment Analysis for Tracking Breaking Events: A Case Study on Twitter

Author

Choi, Dongjin, Kim, Pankoo, 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, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Selamat, Ali, editor, Nguyen, Ngoc Thanh, editor, and Haron, Habibollah, editor

Published
2013
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25. Automatic Image Annotation Using Semantic Text Analysis

Author

Choi, Dongjin, Kim, Pankoo, 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, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Quirchmayr, Gerald, editor, Basl, Josef, editor, You, Ilsun, editor, Xu, Lida, editor, and Weippl, Edgar, editor

Published
2012
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26. A Term Normalization Method for Better Performance of Terminology Construction

Author

Hwang, Myunggwon, Jeong, Do-Heon, Jung, Hanmin, Sung, Won-Kyoung, Shin, Juhyun, Kim, Pankoo, 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, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Rutkowski, Leszek, editor, Korytkowski, Marcin, editor, Scherer, Rafał, editor, Tadeusiewicz, Ryszard, editor, Zadeh, Lotfi A., editor, and Zurada, Jacek M., editor

Published
2012
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28. Extended Spatio-temporal Relations between Moving and Non-moving Objects

Author

Choi, Chang, Choi, Junho, Shin, Juhyun, You, Ilsun, Kim, Pankoo, 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, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Tjoa, A Min, editor, Quirchmayr, Gerald, editor, You, Ilsun, editor, and Xu, Lida, editor

Published
2011
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29. Domain N-Gram Construction and Its Application to Text Editor

Author

Hwang, Myunggwon, Choi, Dongjin, Lee, Hyogap, Kim, Pankoo, 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, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Nguyen, Ngoc Thanh, editor, Kim, Chong-Gun, editor, and Janiak, Adam, editor

Published
2011
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33. Trajectory Annotation and Retrieval Based on Semantics

Author

Cho, Miyoung, Choi, Chang, Choi, Junho, Yi, Hongryoul, Kim, Pankoo, 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, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Boujemaa, Nozha, editor, Detyniecki, Marcin, editor, and Nürnberger, Andreas, editor

Published
2008
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37. Efficient Image Retrieval Using Conceptualization of Annotated Images

Author

Cho, Miyoung, Choi, Chang, Kim, Hanil, Shin, Jungpil, Kim, Pankoo, 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, Rangan, C. Pandu, editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Sebe, Nicu, editor, Liu, Yuncai, editor, Zhuang, Yueting, editor, and Huang, Thomas S., editor

Published
2007
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39. Quantization of Colors Using Median of Pixels for Color Correlogram

Author

Park, Jongan, An, Youngeun, Kim, Pankoo, 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, Rangan, C. Pandu, editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Hui, Kin-chuen, editor, Pan, Zhigeng, editor, Chung, Ronald Chi-kit, editor, Wang, Charlie C. L., editor, Jin, Xiaogang, editor, Göbel, Stefan, editor, and Li, Eric C.-L., editor

Published
2007
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40. A Telematics Service System Based on the Linux Cluster

Author

Lee, Junghoon, Park, Gyung-Leen, Kim, Hanil, Yang, Young-Kyu, Kim, Pankoo, Kim, Sang-Wook, 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, Rangan, C. Pandu, editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Shi, Yong, editor, van Albada, Geert Dick, editor, Dongarra, Jack, editor, and Sloot, Peter M. A., editor

Published
2007
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41. An Efficient Bandwidth Reclaim Scheme for the Integrated Transmission of Real-Time and Non-Real-Time Messages on the WLAN

Author

Lee, Junghoon, Shin, In-Hye, Park, Gyung-Leen, Song, Wang-Cheol, Kim, Jinhwan, Kim, Pankoo, Hong, Jiman, 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, Rangan, C. Pandu, editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Shi, Yong, editor, van Albada, Geert Dick, editor, Dongarra, Jack, editor, and Sloot, Peter M. A., editor

Published
2007
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42. Using Intrinsic Object Attributes for Incremental Content Based Image Retrieval with Histograms

Author

Park, Jongan, Han, Seungjo, Kim, Pankoo, 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, Rangan, C. Pandu, editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Shi, Yong, editor, van Albada, Geert Dick, editor, Dongarra, Jack, editor, and Sloot, Peter M. A., editor

Published
2007
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43. A Method for Processing the Natural Language Query in Ontology-Based Image Retrieval System

Author

Hwang, Myunggwon, Kong, Hyunjang, Baek, Sunkyoung, Kim, Pankoo, 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, Rangan, C. Pandu, editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Marchand-Maillet, Stéphane, editor, Bruno, Eric, editor, Nürnberger, Andreas, editor, and Detyniecki, Marcin, editor

Published
2007
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45. Knowledge Representation for Video Assisted by Domain-Specific Ontology

Author

Song, Dan, Cho, Miyoung, Choi, Chang, Shin, Juhyun, Park, Jongan, Kim, Pankoo, 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, Hoffmann, Achim, editor, Kang, Byeong-ho, editor, Richards, Debbie, editor, and Tsumoto, Shusaku, editor

Published
2006
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46. The Method for the Unknown Word Classification

Author

Kong, Hyunjang, Hwang, Myunggwon, Kim, Pankoo, 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, Hoffmann, Achim, editor, Kang, Byeong-ho, editor, Richards, Debbie, editor, and Tsumoto, Shusaku, editor

Published
2006
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47. Topic Selection of Web Documents Using Specific Domain Ontology

Author

Kong, Hyunjang, Hwang, Myunggwon, Hwang, Gwangsu, Shim, Jaehong, Kim, Pankoo, 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, Gelbukh, Alexander, editor, and Reyes-Garcia, Carlos Alberto, editor

Published
2006
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48. Adaptive-Tangent Space Representation for Image Retrieval Based on Kansei

Author

Hwang, Myunggwon, Baek, Sunkyoung, Kong, Hyunjang, Shin, Juhyun, Kim, Wonpil, Kim, Soohyung, Kim, Pankoo, 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, Gelbukh, Alexander, editor, and Reyes-Garcia, Carlos Alberto, editor

Published
2006
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49. A Novel Algorithm for Identification of Body Parts in Medical Images

Author

Park, Jongan, Kang, Gwangwon, Pan, Sungbum, Kim, Pankoo, 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, Wang, Lipo, editor, Jiao, Licheng, editor, Shi, Guanming, editor, Li, Xue, editor, and Liu, Jing, editor

Published
2006
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50. Measuring Similarity in the Semantic Representation of Moving Objects in Video

Author

Cho, Miyoung, Song, Dan, Choi, Chang, Kim, Pankoo, 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, Lang, Jérôme, editor, Lin, Fangzhen, editor, and Wang, Ju, editor

Published
2006
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