1. Adı Soyadı : Kadir Aşkın PEKER
2. Doğum Tarihi : 1972
3. Unvanı : Yrd.Doç.Dr.
4. Öğrenim Durumu :
Derece Alan Üniversite Yıl
Lisans Elek.Elektonik Müh. Bilkent Üniversitesi 1993 Y. Lisans Elektrik Müh. Rutgers
University,NJ,ABD
1996 Doktora Elektrik ve Bilgisayar
Müh.
New Jersey Inst. Of Tech.,New Jersey, ABD
2001
5. Akademik Unvanlar
Yardımcı Doçentlik Tarihi : 2006
Doçentlik Tarihi : Profesörlük Tarihi :
6. Yönetilen Yüksek Lisans ve Doktora Tezleri
6.1 Yüksek Lisans Tezleri:
6.2 Doktora Tezleri:
7. Yayınlar
7.1 Uluslararası hakemli dergilerde yayınlanan makaleler (SCI & SSCI & Arts and Humanities)
1. Peker, K.A.; Divakaran, A., "Framework for Measurement of the Intensity of Motion Activity of Video Segments", Journal of Visual Communications and Image Representation, Vol. 14, Issue 4, December 2003.
2. Divakaran, A.; Radharkishnan, R.; Peker, K.A., "Video Summarization Using Descriptors of Motion Activity: A Motion Activity Based Approach to Key-Frame Extraction from Video Shots", Journal of Electronic Imaging, Vol. 10, Issue 4, pp. 909-916, October 2001.
7.2 Uluslararası diğer hakemli dergilerde yayınlanan makaleler
7.3 Uluslararası bilimsel toplantılarda sunulan ve bildiri kitabında (Proceeedins) basılan bildiriler.
1. Kadir A. Peker, "Binary SIFT: Fast image retrieval using binary quantized SIFT features,"
IEEE International Workshop on Content Based Multimedia Indexing, Madrid, Spain.
June 2011. (CBMI 2011)
2. R. Radhakrishnan, D. Nikovski, K. Peker, A. Divakaran, "A comparison between polynomial and locally weighted regression for fault detection and diagnosis of HVAC equipment," accepted for IEEE Industrial Electronics Conf. (IECON06).
3. Peker, K.A.; Otsuka, I.; Divakaran, A., “Broadcast video program summarization using face tracks,” IEEE ICME 2006, Toronto. Jul 2006.
4. Forlines, C.; Peker, K.A.; Divakaran, A., “Subjective assessment of consumer video summarization (Invited)”, SPIE Multimedia Content Analysis, Management, and Retrieval 2006, San Jose, CA. Jan 2006.
5. A. Divakaran, R. Radhakrishnan, K. A. Peker, “Blind summarization: content adaptive video summarization using time-series analysis,” SPIE Multimedia Content Analysis, Management, and Retrieval 2006, San Jose, CA. Jan 2006.
6. Peker, K.A.; Bashir, F., “Content-based video summarization using spectral clustering,”
Intl. VLVB Workshop, Sep 2005.
7. Peker, K.A; Divakaran, A.; Lanning, T. “Browsing news and talk video on a consumer electronics platform using face detection,” SPIE Multimedia Systems and Applications VIII, Oct 2005.
8. Peker, K.A, “Subsequence Time Series (STS) Clustering Techniques for Meaningful Pattern Discovery,” IEEE Intl. Conf. on Integration of Knowledge Intensive Multi-Agent Systems (KIMAS 2005), Waltham, MA, April 2005.
9. Peker, K.A.; Divakaran, A., “Adaptive Fast Playback-Based Video Skimming Using a Compressed-Domain Visual Complexity Measure,” IEEE Int’l. Conf. on Multimedia and Expo (ICME), Taipei, June 2004.
10. Divakaran, A.; Peker, K.A.; Chang, S-F; Radhakrishnan, R.; Xie, L., "Video Mining:
Pattern Discovery versus Pattern Recognition (Invited)", IEEE International Conference on Image Processing (ICIP), ISSN: 1522-4880, Vol. 4, pp. 2379-2382, October 2004 (Also MERL TR2004-127)
11. Divakaran, A.; Miyaraha, K.; Peker, K.A.; Radhakrishnan, R.; Xion, Z., "Video Mining using Combinations of Unsupervised and Supervised Learning Techniques", SPIE Conference on Storage and Retrieval for Multimedia Databases, Vol. 5307, pp. 235-243, January 2004 (Also MERL TR2004-007)
12. Peker, K.A.; Divakaran, A., "An Extended Framework for Adaptive Playback-Based Video Summarization", SPIE Internet Multimedia Management Systems IV, Vol. 5242, pp. 26-33, September 2003 (Also MERL TR2003-115)
13. Divakaran, A.; Radhakrishnan, R.; Peker, K.A., "Motion Activity-Based Extraction of Key-Frames from Video Shots", IEEE International Conference on Image Processing (ICIP), ISSN: 1522-4880, Vol. 1, pp. 932-935, September 2002.
14. Peker, K.A.; Divakaran, A., "Framework for Measurement of the Intensity of Motion Activity of Video Segments", SPIE Internet Multimedia Management Systems III, Vol.
4862, pp. 126-137, July 2002.
15. Sahinoglu, Z.; Peker, K.A.; Matsubara, F.; Cukier, J., "A Mobile Network Architecture with Personalized Instant Information Access", IEEE International Conference on Consumer Electronics (ICCE), pp. 34-35, June 2002.
16. Bhatti, G.M.; Sahinoglu, Z.; Peker, K.A.; Guo, J.; Matsubara, F., "A TV-Centric Home Network to Provide a Unified Access to UPnP and PLC Domains", IEEE International Workshop on Networked Appliances (IWNA), pp. 234-242, January 2002.
17. Peker, K.A.; Cabasson, R.; Divakaran, A., "Rapid Generation of Sports Video Highlights Using the MPEG-7 Motion Activity Descriptor", SPIE Conference on Storage and Retrieval for Media Databases, Vol 4676, pps 318-323, January 2002.
18. Peker, Kadir A.; Divakaran, Ajay; Sun, Huifang, “Constant Pace Skimming and Temporal Sub-sampling of Video Using Motion Activity,” Proc. of IEEE International Conference on Image Processing (ICIP) 2001.
19. Kadir A. Peker and Ajay Divakaran, “A Novel Pair-wise Comparison Based Analytical Framework for Automatic Measurement of Intensity of Motion Activity of Video Segments,” Proc. of IEEE International Conference on Multimedia and Expo (ICME) 2001.
20. Kadir A. Peker and Ajay Divakaran, “Automatic Measurement of Intensity of Motion Activity of Video Segments,” Proc. SPIE Storage and Retrieval for Media Databases 2001.
21. Ajay Divakaran, Kadir A. Peker and Huifang Sun, “Video Summarization Using Motion Descriptors,” SPIE Storage and Retrieval for Media Databases 2001.
22. Kadir A. Peker, A. Aydin Alatan and Ali N. Akansu, “Low-level Motion Activity Features for Semantic Characterization of Video,” Proc. of IEEE International Conference on Multimedia and Expo (ICME) 2000.
23. Ajay Divakaran, Kadir Peker and Huifang Sun, “A Region Based Descriptor for Spatial Distribution of Motion Activity for Compressed Video,” Proc. of IEEE International Conference on Image Processing (ICIP) 2000, pp. 287-290.
7.4 Yazılan uluslararası kitaplar veya kitaplarda bölümler
1. Divakaran, A.; Peker, K.A.; Radharkishnan, R.; Xiong, Z.; Cabasson, R., "Video Summarization Using MPEG-7 Motion Activity and Audio Descriptors", in Video Mining, Eds. Rosenfeld, A.; Doermann, D.; DeMenthon, D., October 2003, Kluwer Academic Publishers. (Also MERL TR2003-34)
7.5 Ulusal hakemli dergilerde yayımlanan makaleler
7.6 Ulusal bilimsel toplantılarda sunulan ve bildiri kitabında basılan bildiriler 7.7 Diğer yayınlar
Patentler:
1. Descriptor for Spatial Distribution of Motion Activity in compressed video USP 6,600,784. Filed: February 2, 2000. Granted: July 29, 2003.
Ajay Divakaran, Kadir A. Peker, Huifang Sun.
2. Method for summarizing a video using motion and color descriptors USP 6,697,523. Filed: August 9, 2000. Granted: February 24, 2004.
Ajay Divakaran, Kadir A. Peker, Huifang Sun.
3. Summarizing videos using motion activity descriptors correlated with audio features
USP 6,956,904. Filed: January 15, 2002. Granted: October 18, 2005.
Romain Cabasson, Kadir A. Peker, Ajay Divakaran
4. Adaptively processing a video based on content characteristics of frames in the video
USP 7,003,154. Filed: November 17, 2000. Granted: February 21, 2006.
Kadir A. Peker, Ajay Divakaran, Huifang Sun
5. Pattern discovery in multi-dimensional time series using multi-resolution matching
USP 7,103,222. Filed: November 1, 2002. Granted: September 5, 2006.
Kadir A. Peker
6. Method for summarizing a video using motion descriptors USP 7,110,458. Filed: Apr 27, 2001. Granted: September 19, 2006.
Ajay Divakaran, Regunathan Radhakrishnan, Kadir A. Peker 7. Blind summarization of video content
USP 7,143,352. Filed: Nov 1, 2002. Granted: November 28, 2006.
Ajay Divakaran, Kadir A. Peker
8. Method for detecting short term unusual events in videos USP 7,327,885. Filed: June 30, 2003. Granted: February 5, 2008.
Ajay Divakaran, Ziyou Xiong, Regunathan Radhakrishnan, Kadir A. Peker, Koji Miyahara
9. Video mining using unsupervised clustering of video content USP 7,375,731. Filed: Nov 1, 2002. Granted: May 20, 2008.
Ajay Divakaran, Kadir A. Peker
10. Visual complexity measure for playing videos adaptively USP 7,406,123. Filed: July 10, 2003. Granted: July 29, 2008.
Kadir A. Peker, Ajay Divakaran
11. Detecting and Diagnosing Faults in HVAC Equipment USP 7,444,251. Filed: August 1, 2006. Granted: October 28, 2008.
Daniel Nikovski, Ajay Divakaran, Regunathan Radhakrishnan, Kadir A. Peker 12. Method and System for Segmenting Videos Using Face Detection
USP 7,555,149. Filed: October 25, 2005. Granted: June 30, 2009.
Kadir A. Peker, Ajay Divakaran
7.8 Uluslararası atıflar (WEB of Science’a göre)
Toplam atıf sayısı: 47
1. Ulusal ve Uluslararası Projeler
a. Görüntü ve ses içerik analizi ile video özetleme (Mitsubishi Electric Research Labs - MERL, sabit disk ve dvd video oynatıcıya yönelik)
b. Video içerik yönetim sistemi, ve video veri madenciliği (MERL).
c. Soğutma sistemlerinde (HVAC) makine öğrenmesi yöntemleriyle hata tesbit ve teşhisi (MERL)
d. TV merkezli bir ev multimedya (A/V) ağı oluşturulması (MERL)
e. MPEG-7 motion activity spesifikasyonunun geliştirilmesi (Uluslararası standart, MERL’den katılımcı)
9. İdari Görevler
Bölüm başkanlığı, Melikşah Üniversitesi, Bilgisayar Mühendisliği Bölümü, Temmuz 2009 – Temmuz 2011.
10. Bilimsel ve Mesleki Kuruluşlara Üyelikler
IEEE Member (Computer Society)
Konferans teknik komite üyelikleri: IEEE ICME03, SPIE EI - Multimedia Content Access: Algorithms and Systems (2005 and 2006), INISTA.
Makale hakemliği: IEEE CSVT, IEEE Trans on MM, JRTIP (Springer), KAIS (Springer), JEI (SPIE), multimedya alanında konferanslarda makale hakemliği.
Editorlük komitesi üyesi: Tübitak TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES
11. Ödüller
Milli Eğitim Bakanlığı yurtdışında master ve doktora bursu.
Bilkent Üniversitesi lisans öğrenim bursu.
1989 ÖYS sınavında 29.luk derecesi.
12. Son iki yılda verdiğiniz lisans ve lisansüstü düzeydeki dersler için aşağıdaki tabloyu doldurunuz.
Akademik Dönem Dersin Adı Haftalık Saati
Öğrenci Sayısı
Yıl Teorik Uygulama
2011-2012 Bahar Bilgisayar Organizasyonu 3 0 45
Pattern Recognition 3 0 6
Bilgisayar Müh. Oryantasyon 0 0 45
2011-2012 Güz Programlamaya Giriş 3 2 45
Introduction to Programming 3 2 30
Computer Vision 3 0 2
2010-2011 Bahar Bilgisayar Müh. Oryantasyon 0 0 45
2010-2011 Güz Programlamaya Giriş 3 2 45
Temel Bilişim Teknolojileri 2 1 55
