Research on Automatic Video indexing System Using Adjacent PixelIntensity Difference Quantization

• 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
• Project Status: Completed (Fiscal Year 2009)
• Budget Amount: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000); Fiscal Year 2009: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000); Fiscal Year 2008: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
• 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] A Codebook Design Method for Robust VQ-based Face Recognition Algorithm (2010)
  • Author(s): Qiu Chen
  • Journal Title: International Journal of Software Engineering and Applications Vol.3, No.2 Pages: 119-124
  • Peer Reviewed
• [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] Fast Video Search Algorithm for Large Video Database Using Adjacent Pixel Intensity Difference Quantization Histogram Feature (2009)
  • Author(s): Feifei Lee
  • 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
  • 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
  • NAID: 130000088346
  • Peer Reviewed
• [Journal Article] Shot change detection using a novel histogram feature in compressed video (2008)
  • Author(s): 李菲菲
  • Journal Title: IEICE Electronics Express Vol.5, No. 14 Pages: 503-509
  • NAID: 130000088346
  • 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
• [Presentation] Fast and Efficient Search for MPEG-4 Video Using Adjacent Pixel Intensity Difference Quantization Histogram Feature (2010)
  • Author(s): Feifei Lee
  • Organizer: 2010 Int'l Conf. on Digital Image Processing(ICDIP 2010)
  • Place of Presentation: Singapore
• [Presentation] Facial Image Recognition Using VQ Histogram in the DCT Domain (2010)
  • Author(s): Qiu Chen
  • Organizer: 2010 Int'l Conf. on Digital Image Processing(ICDIP 2010)
  • Place of Presentation: Singapore
• [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
• [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
• [Presentation] A Modified Adjacent Pixel Intensity Difference Quantization Method for Face Recognition (2009)
  • Author(s): Feifei Lee
  • Organizer: 2009 Int'l Conf. on Future Information Technology and Management Engineering(FITME 2009)
  • Place of Presentation: Sanya, China
• [Presentation] Fast Search for MPEG Video Clips Using Adjacent Pixel Intensity Difference Quantization Histogram Feature (2009)
  • Author(s): Feifei Lee
  • Organizer: Int'l Conf. on Image and Vision Computing(ICIVC 2009)
  • Place of Presentation: Paris, France
• [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
• [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
• [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
• [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
• [Presentation] Fast Search for Large Video Database Using Adjacent Pixel Intensity Difference Quantization Histogram (2008)
  • Author(s): Feifei Lee
  • Organizer: the 10th TASTED Int'l Conf. on Signal and Image Proc essing (SIP 2008)
  • Place of Presentation: Kailua-Kona, HI, USA
• [Presentation] An improved fast face recognition algorithm based on adjacent pixel intensity di ference quantization histogram (2008)
  • Author(s): Feifei Lee
  • Organizer: 2008 Int'l Conf. on Wavelet Analysis and Pattern Recog nition
  • Place of Presentation: Hong Kong 中国
• [Presentation] A VQ-based fast face recognition algorithmn using optimized codebook (2008)
  • Author(s): Qiu Chen
  • Organizer: 2008 Int'l Conf. on Wavelet Analysis and Pattern Recog nition
  • Place of Presentation: Hong Kong中国
• [Presentation] Face Recognition Based on the Combination of Histogram Features and Rough L ocation Information of Facial Parts (2008)
  • Author(s): Feifei Lee
  • Organizer: 9^<th> Int'l Conf. on Signal Processing (ICSP2008)
  • Place of Presentation: Beijing中国
• [Presentation] VQ-based Face Recognition Algorithm Using Code Pattern Classification and Self Organizing Maps (2008)
  • Author(s): Qiu Chen
  • Organizer: 9^<th> Int'l Conf. on Signal Processing (ICSP2008)
  • Place of Presentation: Beijing中国
• [Presentation] Fast Search Algorithm for Short Video Clips from Large Video Database Using a Novel Histogram Feature (2008)
  • Author(s): Feifei Lee
  • Organizer: Int'l Conf. on Computational Intelligence for Modelling, Control and Automation (CIMCA2008)
  • Place of Presentation: Vienna, Austria