Csaba Benedek - ODT Personal data sheet


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Personal data sheet

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personal data approved: 2022. XII. 01.

Personal data

name	Csaba Benedek
name of institution	Budapest University of Technology and Economics Pázmány Péter Catholic University, Budapest
doctoral school	BME Doctoral School of Informatics (Academic staff member Az oktató a doktori iskola doktoranduszai számára oktat tantárgyat, és/vagy a doktori iskola megszavazta, hogy doktoranduszok számára kutatási témát írjon ki. ) PPKE Roska Tamás Doctoral School of Sciences and Technology (Core 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 -	Számítástechnikai és Automatizálási Kutatóintézet scientific consultant

Thesis topic supervisor

number of doctoral students supervised until now

number of students who fulfilled course requirements

students who obtained their degrees:

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:

Marcell Kégl	(PhD)	(2026/08)	PPCU-RTDS
Vilmos Madaras	(PhD)	(2026/08)	PPCU-RTDS
Örkény Ádám H. Zováthi	(PhD)	(2024/01)	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:

monographs/books in which chapters/sections were contributed:

number of independent citations to scientific publications and creative works:

1200

2023. X. 03.
ODT ülés
Az ODT következő ülésére 2023. december 5-én, kedden 10.00 órakor kerül sor a Semmelweis Egyetem Szenátusi termében (Bp. Üllői út 26. I. emelet).