İTÜ Çalışma Grupları

Bilgisayarla Görü, Görüntü İşleme ve Örüntü Tanıma (BİLGÖR)

ALT BİRİMLERİ

İçerik hazırlanmaktadır.

YÜRÜTÜCÜLER

Prof. Dr. Muhittin Gökmen

ARAŞTIRMACILAR

Prof. Dr. Muhittin Gökmen
Doç. Dr. Mustafa Ersel Kamaşak
Doç. Dr. Hazım Kemal Ekenel
Doç. Dr. Zehra Çataltepe
Yrd. Doç. Dr. Yusuf Yaslan
Arş. Gör. Meryem Uzun-Per
Arş. Gör. Bilge Süheyla Akkoca
Arş. Gör. Emrah Başaran
Arş. Gör. Mahiye Uluyağmur
Arş. Gör. Hakan Gündüz
Gencer Vural
Şeref Emre Kahraman
Tuna Sönmez
Mehmet Şerif Bayhan
Kübra Cengiz
Melih Burak Coşkun
Büşra Çanak
Uğur Demir
Doğukan Duman
Esam Ghaleb
Ömer Sümer
Çağrı Yıldırım

İsmail Yeter

Gökhan Zorluoğlu
Barış Sarıkaya
Özüm Ozaner
Mehmet Turpçu
Abdullah Sönmez
Ismail Gunes
Eser Aygün
Akram Radwan
Baris Senliol

Mecvut Laboratuvar İmkanları

5 kişisel bilgisayar, 3 pc kamera

Başlıca Çalışmalar ve Projeler

TÜBİTAK: "Pose and Illumination Invariant Face Recognition with Manifold Learning", 2009-2012.
TÜBİTAK-TEYDEB: "Vehicle Recognition and Video Analytics, (Taşıt Tanıma ve Video Analizi-TATVAN)", 2011-2012.
İTÜ BAP: "GPU Kullanarak Gerçek Zamanlı Yüz Saptama ve Tanıma", 2010-2012.
İTÜ BAP: "Doğrusal Olmayan Manifold Öğrenimi ile Yüz Tanıma", 2011-2013.
TÜBİTAK: "Yerel Dönüşümlerle Yüz ve Nesne Tanıma", 2013-2015.
TUBITAK KARIYER: “Kompartıman model parametre kestirimlerindeki yanlılık ve değişintinin analitik yöntemlerle hesaplanması”, 2010-2012.
TÜBİTAK: “Tomosentez görüntülerinde odak-dışı bulanıklığın giderilmesi”, 2011-2013.
İstanbul Kalkınma Ajansı: “Meme Kanseri Erken Teşhis Ve Tarama Sistemi”, 2013.
TÜBİTAK-BMBF: "Artificial Vision for Assisting Visually Impaired in Social Interactions", 2014-2016.
TÜBİTAK Kariyer: "A Unified Framework for Face Analysis", 2013-2015.
Türk Telekom: “Exploiting Smartphones and Crowdsourcing for Environmental Monitoring”, 2013-2014.
FP7 Marie Curie: “Multimodal Face Processing”, 2013-2017.
Avea Labs: "Mobile Face Analysis", .Mayıs-Ekim 2013.
BAP: “Facial Image Processing for Human-Computer Interaction”, 2013.
FP7 ERA-NET CHIST-ERA: “Collaborative Annotation of Multi-Modal, Multi-Lingual and Multimedia documents (CAMOMILE)”, 2012-2015.
British Council : “Affective Computing for Mobile HCI: Integrating Efforts for an Industry-informed Contemporary Module”, 2012-2014.
San-Tez Project: “Hibrit Öneri Sistemi için Öznitelik Seçimi”, 2011.
TUBITAK: " Multi-relational and Multi-view Collective Classification, Feature Selection and Generalization/Çogul Iliskisel ve Çogul Öznitelikli Kolektif Siniflandirma, Öznitelik Seçimi ve Genelleme", 2009-2011.

Ticarileşen, Ticarileşme Aşamasında olan veya Ticarileşme Potansiyeli olan Ürünler

İçerik hazırlanmaktadır.

Geliştirilen Başlıca Yöntemler, Prosedürler, Mekanizmalar, Ürünler, Yönetmelikler

İçerik hazırlanmaktadır.

Yayınlar, Patentler vb.

Bilge Akkoca, and Muhittin Gokmen, “Facial expression recognition using Local Zernike Moments”, in Proc. of SIU, 2013.
Emrah Basaran, and Muhittin Gokmen, “Traffic sign classification with Quantized Local Zernike Moments”, in Proc. of SIU, 2013.
Birkan Tunç, Volkan Dagli, Muhittin Gökmen: Class dependent factor analysis and its application to face recognition. Pattern Recognition 45(12): 4092-4102 (2012)
Aydin Akyol, Muhittin Gökmen: Super-resolution reconstruction of faces by enhanced global models of shape and texture. Pattern Recognition 45(12): 4103-4116 (2012)
Evangelos Sariyanidi, Birkan Tunç, Muhittin Gökmen: LZM in Action: Realtime Face Recognition System. ECCV Workshops (3) 2012: 647-650
Evangelos Sariyanidi, Volkan Dagli, Salih Cihan Tek, Birkan Tunç, Muhittin Gökmen: Local Zernike Moments: A new representation for face recognition. ICIP 2012: 585-588
Salih Cihan Tek, Muhittin Gökmen: GPU Accelerated Real-time Object Detection on High Resolution Videos using Modified Census Transform. VISAPP (1) 2012: 685-688
Birkan Tunç, Muhittin Gökmen: Manifold learning for face recognition under changing illumination. Telecommunication Systems 47(3-4): 185-195 (2011)
Birkan Tunç, Volkan Dagli, Muhittin Gökmen: Robust face recognition with class dependent factor analysis. IJCB 2011: 1-6
Aydin Akyol, Muhittin Gökmen: Efficient face hallucination by using shape and texture dependency. ICIP 2011: 1129-1132
Aydin Akyol, Muhittin Gökmen: Face Super Resolution in Reduced Spaces by Using Shape and Texture. MVA 2011: 438-441
Evangelos Sarıyanidi, Salih Cihan Tek and Muhittin Gökmen, "Seyrek örnekleme Yöntemiyle Etkin Yüz Saptama", in Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU) 2011, in Antalya, April 2011
Birkan Tunç, Volkan Dağlı and Muhittin Gökmen, "Sınıfa özel Etmen çözümlemesiyle Nesne Tanıma", in Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU) 2011, in Antalya, April 2011
Mahmut Meral, M. Gökmen" lambda tau uzayında yüz tanıma,” in Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU) 2011, in Antalya, April 2011
Saeed Seyyedi, Kubra Cengiz, Mustafa Kamasak, Isa Yildirim: An Object-Oriented Simulator for 3D Digital Breast Tomosynthesis Imaging System. Comp. Math. Methods in Medicine 2013 (2013)
Ilker Bayram, Mustafa E. Kamasak: A Simple Prior for Audio Signals. IEEE Transactions on Audio, Speech & Language Processing 21(6): 1190-1200 (2013)
Ilker Bayram, Mustafa E. Kamasak: Directional Total Variation. IEEE Signal Process. Lett. 19(12): 781-784 (2012)
Mustafa E. Kamasak: Computation of variance in compartment model parameter estimates from dynamic PET data. ISBI 2012: 646-649
Gülsen Taskin Kaya, Okan K. Ersoy, Mustafa E. Kamasak: Support Vector Selection and Adaptation for Remote Sensing Classification. IEEE T. Geoscience and Remote Sensing 49(6-1): 2071-2079 (2011)
Hazim Kemal Ekenel, Tomas Semela: Multimodal genre classification of TV programs and YouTube videos. Multimedia Tools Appl. 63(2): 547-567 (2013)
Feijun Jiang, Mika Fischer, Hazim Kemal Ekenel, Bertram E. Shi: Combining texture and stereo disparity cues for real-time face detection. Sig. Proc.: Image Comm. 28(9): 1100-1113 (2013)
Fatma Güney, Nuri Murat Arar, Mika Fischer, Hazim Kemal Ekenel: Cross-pose facial expression recognition. FG 2013: 1-6
Hervé Bredin, Johann Poignant, Guillaume Fortier, Makarand Tapaswi, Viet Bac Le, Anindya Roy, Claude Barras, Sophie Rosset, Achintya Kumar Sarkar, Qian Yang, Hua Gao, Alexis Mignon, Jakob J. Verbeek, Laurent Besacier, Georges Quénot, Hazim Kemal Ekenel, Rainer Stiefelhagen: QCompere @ REPERE 2013. SLAM@INTERSPEECH 2013: 49-54
Hua Gao, Hazim Kemal Ekenel, Rainer Stiefelhagen: Face Alignment Using a Ranking Model based on Regression Trees. BMVC 2012: 1-11
Hervé Bredin, Johann Poignant, Makarand Tapaswi, Guillaume Fortier, Viet Bac Le, Thibault Napoleon, Hua Gao, Claude Barras, Sophie Rosset, Laurent Besacier, Jakob J. Verbeek, Georges Quénot, Frédéric Jurie, Hazim Kemal Ekenel: Fusion of Speech, Faces and Text for Person Identification in TV Broadcast. ECCV Workshops (3) 2012: 385-394
Luo Dan, Hazim Kemal Ekenel, Jun Ohya: Human Gesture Analysis Using Multimodal Features. ICME Workshops 2012: 471-476
Hua Gao, Hazim Kemal Ekenel, Rainer Stiefelhagen: A ranking model for face alignment with Pseudo Census Transform. ICPR 2012: 1116-1119
Feijun Jiang, Hazim Kemal Ekenel, Bertram E. Shi: Efficient and robust integration of face detection and head pose estimation. ICPR 2012: 1578-1581
Matthias Richter, Tobias Gehrig, Hazim Kemal Ekenel: Facial expression classification on web images. ICPR 2012: 3517-3520
Nikolas Hesse, Tobias Gehrig, Hua Gao, Hazim Kemal Ekenel: Multi-view facial expression recognition using local appearance features. ICPR 2012: 3533-3536
Tomas Semela, Makarand Tapaswi, Hazim Kemal Ekenel, Rainer Stiefelhagen: KIT at MediaEval 2012 - Content - based Genre Classification with Visual Cues. MediaEval 2012
Nuri Murat Arar, Fatma Güney, Nasuh Kaan Bekmezci, Hua Gao, Hazim Kemal Ekenel: Real-time Face Swapping in Video Sequences - Magic Mirror. VISAPP (2) 2012: 48-53
Mika Fischer, Hazim Kemal Ekenel, Rainer Stiefelhagen: Person re-identification in TV series using robust face recognition and user feedback. Multimedia Tools Appl. 55(1): 83-104 (2011)
Hua Gao, Hazim Kemal Ekenel, Mika Fischer, Rainer Stiefelhagen: Boosting Pseudo Census Transform Features for Face Alignment. BMVC 2011: 1-11
Tobias Gehrig, Hazim Kemal Ekenel: Facial action unit detection using kernel partial least squares. ICCV Workshops 2011: 2092-2099
Feijun Jiang, Bertram E. Shi, Mika Fischer, Hazim Kemal Ekenel: Effective discretization of Gabor features for real-time face detection. ICIP 2011: 2057-2060
Tomas Semela, Hazim Kemal Ekenel: KIT at MediaEval 2011 - Content-based genre classification on web-videos. MediaEval 2011
Hua Gao, Hazim Kemal Ekenel, Rainer Stiefelhagen: Identifying Important People in Broadcast News Videos. MVA 2011: 414-417
Dan Luo, Hua Gao, Hazim Kemal Ekenel, Jun Ohya: Facial Analysis Aided Human Gesture Recognition for Human Computer Interaction. MVA 2011: 446-449
Ismail Günes, Zehra Çataltepe, Sule Gündüz Ögüdücü: GA-TVRC-Het: genetic algorithm enhanced time varying relational classifier for evolving heterogeneous networks. Data Min. Knowl. Discov. 28(3): 670-701 (2014)
Zehra Cataltepe, Abdullah Sonmez, Baris Senliol: Feature enrichment and selection for transductive classification on networked data. Pattern Recognition Letters 37: 41-53 (2014)
Umit Ekmekci, Zehra Cataltepe: Classifier combination with kernelized eigenclassifiers. FUSION 2013: 743-749
Muzaffer Ege Alper, Zehra Çataltepe: Improving Course Success Prediction using ABET Course Outcomes and Grades. CSEDU (2) 2012: 222-229
Atakan Aral, Zehra Cataltepe: Learning Styles for K-12 Mathematics e-Learning. CSEDU (1) 2012: 317-322
James Li, Abdullah Sonmez, Zehra Cataltepe, Eric Bax: Validation of Network Classifiers. SSPR/SPR 2012: 448-457
Zehra Cataltepe, Abdullah Sonmez, Kadriye Baglioglu, Ayse Erzan: Collective Classification Using Heterogeneous Classifiers. MLDM 2011: 155-169
Ismail Günes, Zehra Çataltepe, Sule Gündüz Ögüdücü: GA-TVRC: A Novel Relational Time Varying Classifier to Extract Temporal Information Using Genetic Algorithms. MLDM 2011: 568-583
Jaakko Peltonen, Yusuf Yaslan, Samuel Kaski: Relevant subtask learning by constrained mixture models. Intell. Data Anal. 14(6): 641-662 (2010)