ITU Computer Engineering Department Homepage

 

Uluğ BAYAZIT
Professor
Department of Computer Engineering

address:  

Istanbul Teknik Üniversitesi

Bilgisayar Mühendisliği Bölümü

Bilgisayar ve Bilişim Fakültesi

Ayazaga Kampusu

Maslak

Istanbul 34469, Turkey
e-mail:mailto:ulugbayazit@itu.edu.tr

 

office no.: 305

phone: +90 212 285 7742

fax     : +90 212 285 3679

 

GRADUATION DESIGN PROJECT TOPICS LIST(NEW! 2025-2026)

Research Interests:

- Data Compression.              

- Deep Learning.              

- Computer Vision.              

- Computer Graphics.              

- Image, Video, Multimedia Coding and Processing.

Recent Publications :

o  Semih Çelik, Uluğ Bayazıt, “Gesture detection from sEMG signals based on similarity learning,” Neural Computing and Applications, June 2025 (pdf)

o  Eren Berk Edinç, Uluğ Bayazıt, “Assessing the Generalization Ability of a Global Model for Rapid Building Damage Assessment in Real-world Disaster Scenarios,” INISTA, September 2024 (pdf)

o  Derya Uysal, Uluğ Bayazıt, “Learning Weight of Losses in Multi-Scale Crowd Counting,” INISTA, September 2023 (pdf)

o  Uluğ Bayazıt, Deniz Turgay Altılar, Nilgün Güler Bayazıt, “Classification and phenological staging of crops from in situ image sequences by deep learning,” Turkish Journal of Electrical Engineering and Computer Sciences, Vol. 30, No. 4, 2022 (pdf)

o  Canan Gülbak Bahçe, Uluğ Bayazıt, “Compression of geometry videos by 3D-SPECK wavelet coder,” The Visual Computer, Vol. 37, 973-991, 2021 (pdf)

Teaching Activities : 

Current:

- BBF 102E Linear Algebra and Applications (Fall 2025)

- BLG 538E Data Compression  (Fall 2025)

Past:

MAT 271E Probability and Statistics

ISE 306 Computer Networks

KOM 505E Probability and Stochastic Processes

BLG 443E Discrete Event Simulation

BLG433 Bilgisayar Haberleşmesi

TEL366 Haberleşme Temelleri ve Sistem

Education :

Institution: Rensselaer Polytechnic Institute, Troy, NY.
Degree Awarded: Ph.D.
Field: Electrical Engineering.
Year: 1996

Institution: Rensselaer Polytechnic Institute, Troy, NY.
Degree Awarded: MS.
Field: Mathematics.
Year: 1995

Institution: Rensselaer Polytechnic Institute, Troy, NY
Degree Awarded: MS.
Field: Electrical Engineering.
Year: 1993

Institution: Bogazici University, Istanbul, Turkey
Degree Awarded: BS.
Field: Electrical Engineering.
Year: 1991