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personal data approved: 2024. II. 28.
Personal data
Csaba Benedek
name Csaba Benedek
name of institution
doctoral school
BME Doctoral School of Informatics (Academic staff member)
DE Doctoral School of Informatics
Műszaki Tudományi Habilitációs Bizottság (external member)
the share of work in the different doctoral schools. BME Doctoral School of Informatics 10%
PPKE Roska Tamás Doctoral School of Sciences and Technology 90%
accreditation statement submitted to: Pázmány Péter Catholic University, Budapest
Contact details
phone number +36 1 279-6097
own web page
Academic title
scientific degree, title Ph.D.
year degree was obtained 2008
discipline to which degree belongs multidisciplinary enginiering
institution granting the degree Péter Pázmány Catholic University
scientific degree, title Habilitation
year degree was obtained 2017
discipline to which degree belongs computer sciences
institution granting the degree Péter Pázmány Catholic University
scientific degree, title DSc
year degree was obtained 2020
discipline to which degree belongs computer sciences
institution granting the degree HAS
Employment
2010 - Pázmány Péter Catholic University, Budapest
university professor or researcher
2002 - HUN-REN Számítástechnikai és Automatizálási Kutatóintézet
scientific consultant
Thesis topic supervisor
number of doctoral students supervised until now 9
number of students who fulfilled course requirements 5
students who obtained their degrees:
Örkény Ádám H. Zováthi PhD 2024  PPCU-RTDS
Yahya Ibrahim PhD 2023  PPCU-RTDS
Balázs Nagy PhD 2020  PPCU-RTDS
Attila Börcs PhD 2018  DSI-BME

completed course requirement:
Lóránt Kovács (PhD) 2021/08  PPCU-RTDS
present PhD students:
Balázs Pálffy (PhD) (2028/01)  PPCU-RTDS
József Kövendi (PhD) (2028/01)  PPCU-RTDS
Marcell Kégl (PhD) (2026/08)  PPCU-RTDS
Vilmos Madaras (PhD) (2026/08)  PPCU-RTDS
  Thesis topic proposals
Research
research area Statistical methods in computer vision, image and video segmentation, point cloud analysis, remotely sensed data processing, change detection
research field in which current research is conducted computer sciences
Publications
2022

Benedek Cs: Multi-Level Bayesian Models for Environment Perception, Springer International Publishing
type of document: Book/Monography
language: English
Full text 
2022

Zováthi Ö, Nagy B, Benedek Cs: Point cloud registration and change detection in urban environment using an onboard Lidar sensor and MLS reference data, INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION 110: 102767
type of document: Journal paper/Article
language: English
URL 
2021

Nagy B, Kovács L, Benedek Cs: ChangeGAN: A deep network for change detection in coarsely registered point clouds, IEEE ROBOTICS AND AUTOMATION LETTERS 6: (4) pp. 8277-8284.
type of document: Journal paper/Article
language: English
URL 
2020

Taoufiq S, Nagy B, Benedek Cs: HierarchyNet: Hierarchical CNN-Based Urban Building Classification, REMOTE SENSING 12: (22) 3794
type of document: Journal paper/Article
number of independent citations: 14
language: English
URL 
2019

Nagy B, Benedek Cs: 3D CNN Based Semantic Labeling Approach for Mobile Laser Scanning Data, IEEE SENSORS JOURNAL 19: (21) pp. 10034-10045.
type of document: Journal paper/Article
number of independent citations: 7
language: English
URL 
2018

Benedek Cs, Gálai B, Nagy B, Jankó Zs: Lidar-based Gait Analysis and Activity Recognition in a 4D Surveillance System, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 28: (1) pp. 101-113.
type of document: Journal paper/Article
number of independent citations: 23
language: English
URL 
2017

Benedek Cs: An Embedded Marked Point Process Framework for Three-Level Object Population Analysis, IEEE TRANSACTIONS ON IMAGE PROCESSING 26: (9) pp. 4430-4445.
type of document: Journal paper/Article
number of independent citations: 5
language: English
URL 
2012

Benedek Cs, Descombes X, Zerubia J: Building Development Monitoring in Multitemporal Remotely Sensed Image Pairs with Stochastic Birth-Death Dynamics, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 34: (1) pp. 33-50.
type of document: Journal paper/Article
number of independent citations: 101
language: English
URL 
2009

Benedek Csaba, Szirányi Tamás: Change detection in optical aerial images by a multilayer conditional mixed Markov model, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 47: (10) pp. 3416-3430.
type of document: Journal paper/Article
number of independent citations: 153
language: English
URL 
2008

Benedek Csaba, Szirányi Tamás: Bayesian foreground and shadow detection in uncertain frame rate surveillance videos, IEEE TRANSACTIONS ON IMAGE PROCESSING 17: (4) pp. 608-621.
type of document: Journal paper/Article
number of independent citations: 111
language: English
URL 
Number of independent citations to these publications:414 
Scientometric data
list of publications and citations
number of scientific publications that meet accreditation criteria:
116
number of scientific publications:
116
monographs and professional books:
1
monographs/books in which chapters/sections were contributed:
2 
number of independent citations to scientific publications and creative works:
1257

 
All rights reserved © 2007, Hungarian Doctoral Council. Doctoral Council registration number at commissioner for data protection: 02003/0001. Program version: 2.2358 ( 2017. X. 31. )