Research on Automatic Video indexing System Using Adjacent PixelIntensity Difference Quantization

2009 Fiscal Year Final Research Report

• Project/Area Number: 20700074
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Single-year Grants
• Research Field: Media informatics/Database
• Research Institution: Tohoku University
• Principal Investigator: LEE Feifei Tohoku University, 未来科学技術共同研究センター, 助教 (70451549)
• Project Period (FY): 2008 – 2009
• Keywords: マルチメディア / データベース / ビデオインデキシング / 差分量子化 / 顔認識 / 高速探索

Research Abstract

Video indexing has become an active area of research in recent years because video content becomes commonplace on the web and the size of video database quickly increases due to rapid developments of internet connection and disk storage technology. In this research, we sought to develop an automatic video indexing system for large video database. The adjacent pixel intensity difference quantization (APIDQ) histogram is used as the feature vector in this algorithm. Experimental results show the proposed algorithm can detect the similar video clip more accurately and robust against Gaussian noise than conventional fast video search algorithm.

Research Products

• [Journal Article] Fast Video Search Algorithm for Large Video Database Using Adjacent Pixel Intensity Difference Quantization Histogram Feature (2009)
  • Author(s): Feifei Lee, Koji Kotani, Qiu Chen, Tadahiro Ohmi
  • Journal Title: International Journal of Computer Science & Network Security Vol.9,No.9 Pages: 214-220
  • Peer Reviewed
• [Journal Article] Face Recognition Using Adjacent Pixel Intensity Difference Quantization Histogram (2009)
  • Author(s): Feifei Lee, Koji Kotani, Qiu Chen, Tadahiro Ohmi
  • Journal Title: International Journal of Computer Science & Network Security Vol.9,No.8 Pages: 147-154
  • Peer Reviewed
• [Journal Article] Shot change detection using a novel histogram feature in compressed video (2008)
  • Author(s): Feifei Lee, Koji Kotani, Qiu Chen, Tadahiro Ohmi
  • Journal Title: IEICE Electronics Express Vol.5,No.14 Pages: 503-509
  • Peer Reviewed
• [Presentation] Fast and Efficient Search for MPEG-4 Video Using Adjacent Pixel Intensity Difference Quantization Histogram Feature (2010)
  • Author(s): Feifei Lee, Koji Kotani, Qiu Chen, Tadahiro Ohmi
  • Organizer: 2010 International Conference on Digital Image Processing (ICDIP 2010), edited by K. Jusoff, Y. Xie, Proceeding of SPIE
  • Place of Presentation: Singapore
  • Year and Date: 20100226-20100228
• [Presentation] A Modified Adjacent Pixel Intensity Difference Quantization Method for Face Recognition (2009)
  • Author(s): Feifei Lee, Koji Kotani, Qiu Chen, Tadahiro Ohmi
  • Organizer: 2009 Int'l Conf. on Future Information Technology and Management Engineering (FITME 2009)
  • Place of Presentation: Sanya, China
  • Year and Date: 20091213-20091214
• [Presentation] Fast Search for MPEG Video Clips Using Adjacent Pixel Intensity Difference Quantization Histogram Feature (2009)
  • Author(s): Feifei Lee, Koji Kotani, Qiu Chen, Tadahiro Ohmi
  • Organizer: Proc. of the International Conference on Image and Vision Computing (ICIVC 2009)
  • Place of Presentation: Paris, France
  • Year and Date: 20090624-20090626
• [Presentation] Fast Search Algorithm for Short Video Clips from Large Video Database Using a Novel Histogram Feature, " Proc. of the Int (2008)
  • Author(s): Feifei Lee, Koji Kotani, Qiu Chen, Tadahiro Ohmi
  • Organizer: l Conf. on Computational Intelligence for Modelling, Control and Automation (CIMCA2008)
  • Place of Presentation: Vienna, Austria
  • Year and Date: 20081210-20081212
• [Presentation] Face Recognition Based on the Combination of Histogram Features and Rough Location Information of Facial Parts (2008)
  • Author(s): Feifei Lee, Koji Kotani, Qiu Chen, Tadahiro Ohmi
  • Organizer: Proc. of 9th Int'l Conf. on Signal Processing (ICSP2008)
  • Place of Presentation: Beijing
  • Year and Date: 20081026-20081029
• [Presentation] An improved fast face recognition algorithm based on adjacent pixel intensity difference quantization histogram (2008)
  • Author(s): Feifei Lee, Koji Kotani, Qiu Chen, Tadahiro Ohmi
  • Organizer: Proc. of the 2008 Int'l Conf. on Wavelet Analysis and Pattern Recognition
  • Place of Presentation: Hong Kong
  • Year and Date: 20080830-20080831
• [Presentation] Fast Search for Large Video Database Using Adjacent Pixel Intensity Difference Quantization Histogram (2008)
  • Author(s): Feifei Lee, Koji Kotani, Qiu Chen, Tadahiro Ohmi
  • Organizer: Proceeding of the 10th IASTED Int'l Conf. on Signal and Image Processing (SIP 2008)
  • Place of Presentation: Kailua-Kona, HI, USA
  • Year and Date: 20080818-20080820