ICCP 2021 Technical Program

Technical Program

Thursday, October 28, 2021

In the program below, click on the session you want to join and you will be directed to the Teams meeting.
The start time of the presentations should be maintained as specified in the technical program, hence in case of a no show we recommend the session chairs to use the slot for discussions and questions related to previously presented papers.

*The schedule uses EEST (Bucharest) time zone !

Track 02
14:00-15:50 Workshop
Bosch Students Workshop
15:50-16:00 Coffee Break
16:00-17:20 Workshop
Semantic and Geometric Visual Perception (TUCN)
15:50-16:00 Coffee Break
17:30-18:50 Workshop
on Big Data and Machine Learning in CloudUT (TUCN)
18:50-19:50 Registration

Friday, October 29, 2021

In the program below, click on the session you want to join and you will be directed to the Teams meeting.
The start time of the presentations should be maintained as specified in the technical program, hence in case of a no show we recommend the session chairs to use the slot for discussions and questions related to previously presented papers.

*The schedule uses EEST (Bucharest) time zone !

8:00: Registration

Track 01 Track 02
08:50-09:00 Welcome & Opening
09:00-09:50 Plenary Presentation: Alexandru Paul Condurache
09:50-10:00 Coffee Break
10:00-11:20 Special Session: HiPerGRID Automated Driving 1
11:20-11:30 Coffee Break
11:30-12:50 Special Session: Cloud Computing Automated Driving 2
12:50-14:00 Lunch
14:00-15:20 Intelligent Distributed Computing and Networking Machine Learning Based Image Processing
15:20-15:30 Coffee Break
15:30-16:50 Intelligent Systems 1 Computer Vision 1
16:50-17:00 Coffee Break
17:00-17:50 Plenary Presentation: Mihai Surdeanu
17:50-18:00 Coffee Break
18:00-19:20 Intelligent Systems 2 Computer Vision 2

Saturday, October 30, 2021

In the program below, click on the session you want to join and you will be directed to the Teams meeting.
The start time of the presentations should be maintained as specified in the technical program, hence in case of a no show we recommend the session chairs to use the slot for discussions and questions related to previously presented papers.

*The schedule uses EEST (Bucharest) time zone !

8:00: Registration

Track 01 Track 02
09:00-10:20 Natural Language Processing Computer Vision Applications 1
10:20-10:30 Coffee Break
10:30-11:50 Machine Learning 1 Computer Vision Applications 2
11:50-12:00 Coffee Break
12:00-13:20 Machine Learning 2 Intelligent Signal Processing

Detailed Technical Program

Workshops

Bosch Student Workshop (Thursday, October 28, 14:00 - 15:50)
Teams Track 2

Workshop Details: here.

Semantic and Geometric Visual Perception (TUCN) (Thursday, October 28, 16:10 - 17:20)
Teams Track 2

Workshop Details: here.

Workshop on Big Data and Machine Learning in CloudUT (TUCN) (Thursday, October 28, 17:30 - 18:50)
Teams Track 2

Workshop Details: here.

Keynote Lectures

Plenary Presentation 1 (Friday, October 29, 09:00 - 09:50)
Teams Track 1

Chair: Sergiu Nedevschi
Co-Chair:
Rodica Potolea
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
A Safety View on Generalization for Machine Learning
Dr. Alexandru Paul Condurache Robert Bosch GmbH

Plenary Presentation 2 (Friday, October 29, 17:00 - 17:50)
Teams Track 1

Chair: Sergiu Nedevschi
Co-Chair:
Rodica Potolea
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Explainable Deep Learning for Natural Language Processing
Dr. Mihai Surdeanu The University of Arizona

Special Session: HiPerGRID (Friday, October 29, 10:00 - 11:20)
Teams Track 1

Chair: Nicolae Tapus
Co-Chair:
Ciprian Oprisa
University Politehnica of Bucharest, Romania
Technical University of Cluj-Napoca, Romania
10:00 - 10:20
Asteroid Image Classification Using Convolutional Neural Networks View Paper
Cosmin Rosu
Victor Bacu

10:20 - 10:40
Fast Clustering for Massive Collections of Malicious URLs View Paper
Robert Rentea
Ciprian Oprișa

10:40 - 11:00
Anomaly Detection in Software Defined Wireless Sensor Networks Using Recurrent Neural Networks View Paper
Vlad Lazar
Sorin Buzura
Bogdan Iancu
Vasile Dadarlat



11:00 - 11:20
bhyve - JSON format and capsicum support for the snapshot feature View Paper
Ionut Mihalache
Maria-Elena Mihailescu
Darius Mihai
Mihai Carabas
Nicolae Tapus




Automated Driving 1 (Friday, October 29, 10:00 - 11:20)
Teams Track 2

Chair: Ivo Haering
Co-Chair:
Tiberiu Marita
Fraunhofer EMI, Germany
Technical University of Cluj-Napoca, Romania
10:00 - 10:20
Framework for safety assessment of autonomous driving functions up to SAE level 5 by self-learning iteratively improving control loops between development, safety and field life cycle phases View Paper
Ivo Haering
Florian Lüttner
Andreas Frohrath
Miriam Fehling-Kaschek
Katharina Ross
Armin Rupalla
Frank Hantschel
Christian Schyr
Thomas Schamm
Steffen Knopp
Daniel Schmidt
Andreas Schmidt
Michael Frey
Daniel Grimm
Marc René Zofka
Alexander Viehl
Yang Ji
Zhengxiong Yang
Norbert Wiechowski


















10:20 - 10:40
Pose Based Pedestrian Street Cross Action Recognition in Infrared Images View Paper
Raluca Didona Brehar
Cristian Cosmin Vancea
Mircea Paul Mureșan
Sergiu Nedevschi
Radu Dănescu




10:40 - 11:00
Safety Assessment of Partially Automated Lane Change System Controller Calibration by Classifiers View Paper
Egemen Karabiyik
Rıfat Uzun
Batuhan Durukal
Erhan Ozkaya



11:00 - 11:20
Novel SKIP Features for LIDAR Odometry and Mappings View Paper
Asad Ullah Khan
Dario Lodi Rizzini

Special Session: Cloud Computing (Friday, October 29, 11:30 - 12:50)
Teams Track 1

Chair: Florin Pop


Co-Chair:
Gheorghe Sebestyen
University Politehnica of Bucharest, Romania
National Institute for Research and Development
in Informatics (ICI), Bucharest, Romania
Technical University of Cluj-Napoca, Romania
11:30 - 11:50
Distributed Sensor Data Collection Using Mobile Clouds for Public Transportation View Paper
Anders Skretting
Tor-Morten Grønli

11:50 - 12:10
Optimizing Towards a Multi-Cloud Environment through Benchmarking Data Transfer Speeds in Amazon Web Services and Google Cloud View Paper
Vlad Bucur
Liviu Miclea

12:10 - 12:30
Bin Packing Scheduling Algorithm with Energy Constraints in Cloud Computing View Paper
Marius-Florinel Tudosoiu
Florin Pop



12:30 - 12:50
IoT data collection and analysis services on CloudUT View Paper
Anca Hangan
Zoltan Czako
Gheorghe Sebestyen


Automated Driving 2 (Friday, October 29, 11:30 - 12:50)
Teams Track 2

Chair: Frank Köster
Co-Chair:
Florin Oniga
German Aerospace Center (DLR), Germany
Technical University of Cluj-Napoca, Romania
11:30 - 11:50
Free Space Detection from Lidar Data Based on Semantic Segmentation View Paper
István Nagy
Florin Oniga

11:50 - 12:10
MVGNet: 3D object detection using multi-volume grid representation in urban traffic scenarios View Paper
Selma Deac
Flaviu Vancea
Sergiu Nedevschi


12:10 - 12:30
Intelligent Co-Simulation Framework for Cooperative Driving Functions View Paper
Viktor Lizenberg
Mhd Redwan Alkurdi
Ulrich Eberle
Frank Köster



12:30 - 12:50
Eyes Detector Approach for Driving Monitoring System for Occluded Faces without using Facial Landmarks View Paper
Myriam Vaca-Recalde
Pedro López Garcı́a
Javier Echanobe
Joshue Pérez



Intelligent Distributed Computing and Networking (Friday, October 29, 14:00 - 15:20)
Teams Track 1

Chair: Mariana Mocanu
Co-Chair:
Vasile Dadarlat
University Politehnica of Bucharest, Romania
Technical University of Cluj-Napoca, Romania
14:00 - 14:20
Agents-as-a-Service - a novel approach to on-premise digital twins View Paper
Sebastian Braun
Youssef Mostafa
Jessica Ulmer
Chi-Tsun Cheng
Steve Dowey
Jörg Wollert





14:20 - 14:40
A distributed approach for increasing coverage in crowdsensing applications with focus on urban exploration and water infrastructure View Paper
Alexandru Predescu
Diana Arsene
Mariana Mocanu
Costin Chiru



14:40 - 15:00
An Automatic Machine Learning Approach to Ultra-Wideband Real Time Positioning View Paper
Vlad Ratiu
Mihai Alexandru Aionitoaie
Emanuel Puschita
Vasile-Teodor Dadarlat



15:00 - 15:20
A Lockable ERC20 Token for Peer to Peer Energy Trading View Paper
Liana Toderean
Claudia Antal
Marcel Antal
Dan Mitrea
Tudor Cioara
Ionut Anghel
Ioan Salomie






Machine Learning Based Image Processing (Friday, October 29, 14:00 - 15:20)
Teams Track 2

Chair: Zalán Bodó
Co-Chair:
Raluca Brehar
Babeș-Bolyai University, Romania
Technical University of Cluj-Napoca, Romania
14:00 - 14:20
Semi-supervised Learning in Camera Surveillance Image Classification View Paper
Matúš Tuna
Kristína Malinovská
Igor Farkaš
Svatopluk Kraus
Pavel Krsek




14:20 - 14:40
Feature axes orthogonalization in semantic face editing View Paper
László Antal
Zalán Bodó

14:40 - 15:00
An Actor-Critic Approach to Neural Network Architecture Search for Facial Expressions Recognition View Paper
Sergiu Cosmin Nistor
15:00 - 15:20
Detecting residues of cosmic events using residual neural network View Paper
Hrithika Dodia

Intelligent Systems 1 (Friday, October 29, 15:30 - 16:50)
Teams Track 1

Chair: Rodica Potolea
Co-Chair:
Eneia Nicolae Todoran
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
15:30 - 15:50
Continuation Semantics for Interaction and Concurrency View Paper
Eneia Nicolae Todoran
15:50 - 16:10
Augmented Van Emde Boas Tree for Connected Vehicles Traffic Modeling View Paper
Ioan Stan
Bogdan-Paul Ungur
Rodica Potolea


16:10 - 16:30
Design and Implementation of a Markings Assisted Guide Robot for Art Museums View Paper
Ana Rednic
Septimiu Crișan
Radu Gabriel Dănescu


16:30 - 16:50
Real-Time Cognitive Evaluation of Online Learners through Automatically Generated Questions View Paper
Ritu Gala
Revathi Vijayaraghavan
Valmik Nikam
Arvind Kiwelekar



Computer Vision 1 (Friday, October 29, 15:30 - 16:50)
Teams Track 2

Chair: Radu Danescu
Co-Chair:
Delia Mitrea
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
15:30 - 15:50
OccTransformers: Learning occupancy using attention View Paper
Bogdan Maxim
Sergiu Nedevschi

15:50 - 16:10
Object detection using part based semantic segmentation View Paper
Razvan Itu
Radu Danescu

16:10 - 16:30
Stereo and Mono Depth Estimation Fusion for an Improved and Fault Tolerant 3D Reconstruction View Paper
Mircea Paul Muresan
Raul Marchis
Sergiu Nedevschi
Radu Danescu



16:30 - 16:50
Obstacle Facets Detection from 3D LiDAR Measurements: First results View Paper
Marius Dulău
Florin Oniga

Intelligent Systems 2 (Friday, October 29, 18:00 - 19:20)
Teams Track 1

Chair: Claudia Lavinia Ignat
Co-Chair:
Radu Razvan Slavescu
Universite de Lorraine, CNRS, Inria, France
Technical University of Cluj-Napoca, Romania
18:00 - 18:20
Hardware implementation of Hopfield-like neural networks: Quantitative analysis of FPGA approach View Paper
Sergiu Zaporojan
Viorel Carbune
Radu Razvan Slavescu


18:20 - 18:40
Towards Predicting Merge Conflicts in Software Developments Environments View Paper
Marina Bianca Trif
Radu Razvan Slavescu

18:40 - 19:00
Linking Gamification Preferences to Personality Traits in Computer Science Education View Paper
Imre Zsigmond
Horia F. Pop

19:00 - 19:20
Users trust assessment based on their past behavior in large scale collaboration View Paper
Claudia-Lavinia Ignat
Quang-Vinh Dang

Computer Vision 2 (Friday, October 29, 18:00 - 19:20)
Teams Track 2

Chair: Matti Kutila
Co-Chair:
Vlad-Cristian Miclea
VTT Technical Research Centre of Finland Ltd., Finland
Technical University of Cluj-Napoca, Romania
18:00 - 18:20
A Method for Automatic Radar Azimuth Calibration using Stationary Targets View Paper
Alexandru Bobaru
Corina Nafornita
Cristian Vesa


18:20 - 18:40
A survey on the current state of the art on deep learning 3D reconstruction View Paper
Bogdan Maxim
Sergiu Nedevschi

18:40 - 19:00
WildUAV: Monocular UAV Dataset for Depth Estimation Tasks View Paper
Horațiu Florea
Vlad-Cristian Miclea
Sergiu Nedevschi


19:00 - 19:20
LiDAR system benchmarking for VRU detection in heavy goods vehicle blind spots View Paper
Topi Miekkala
Pasi Pyykönen
Matti Kutila
Arto Kyytinen



Natural Language Processing (Saturday, October 30, 09:00 - 10:20)
Teams Track 1

Chair: Florin Leon
Co-Chair:
Anca Marginean
"Gheorghe Asachi" Technical University of Iași, Romania
Technical University of Cluj-Napoca, Romania
09:00 - 09:20
Using BERT for Multi-Label Multi-Language Web Page Classification View Paper
Codrut-Georgian Artene
Marius Nicolae Tibeică
Florin Leon


09:20 - 09:40
Safer museum guide interaction during a pandemic and further. Using NLP in human interactive museum visits View Paper
Laura Ceuca
Ana Rednic
Emil Ștefan Chifu


09:40 - 10:00
Medical Question Entailment based on Textual Inference and Fine-tuned BioMed-RoBERTa View Paper
Andreea Maria Monea
Anca Nicoleta Marginean

10:00 - 10:20
Understanding Cooking Recipes’ Structure Using Grammars View Paper
Andreea Ilies
Anca Nicoleta Marginean

Computer Vision Applications 1 (Saturday, October 30, 09:00 - 10:20)
Teams Track 2

Chair: Belhedi Wiem
Co-Chair:
Ion Giosan
Altran Technologies, France
Technical University of Cluj-Napoca, Romania
09:00 - 09:20
Hardware and heterogeneous CNN for vision systems View Paper
Belhedi Wiem
Kammoun Ahmed
Hireche Chabha
Hannachi Marwa



09:20 - 09:40
Metrics for Evaluating the Continuity Capabilities of Object Detection Systems View Paper
Calin Diaconu
Cristina Pele
Mihai Negru


09:40 - 10:00
Visual Odometry Drift Reduction Based on LiDAR Point Clouds Alignment View Paper
Cătălin-Cosmin Golban
Corvin-Petruț Cobârzan
Sergiu Nedevschi


10:00 - 10:20
Image features for vision-based robot manipulation based on deep reinforcement learning View Paper
Rui Li

Machine Learning 1 (Saturday, October 30, 10:30 - 11:50)
Teams Track 1

Chair: Gabriela Czibula
Co-Chair:
Adrian Groza
Babeș-Bolyai University, Romania
Technical University of Cluj-Napoca, Romania
10:30 - 10:50
A machine learning approach for data protection in virtual reality therapy applications View Paper
Maria-Mădălina Mircea
Rareş Boian
Gabriela Czibula


10:50 - 11:10
Explainable Artificial Intelligence for Person Identification View Paper
Loredana Coroama
Adrian Groza

11:10 - 11:30
Human Behavior and Anomaly Detection using Machine Learning and Wearable Sensors View Paper
Ioana Alexandra Bozdog
Daniel-Nicusor Todea
Marcel Antal
Claudia Antal
Tudor Cioara
Ionut Anghel
Ioan Salomie






11:30 - 11:50
Machine Learning-based Approach for Predicting Health Information Using Smartwatch Data View Paper
Viorica Rozina Chifu
Cristina Bianca Pop
Andrei Ciurianu
Emil Ștefan Chifu
Marcel Antal




Computer Vision Applications 2 (Saturday, October 30, 10:30 - 11:50)
Teams Track 2

Chair: Vasile-Ion Manta
Co-Chair:
Razvan Itu
"Gheorghe Asachi" Technical University of Iași, Romania
Technical University of Cluj-Napoca, Romania
10:30 - 10:50
Compact Solution for Low Earth Orbit Surveillance View Paper
Radu Danescu
Razvan Itu
Mircea Paul Muresan
Vlad Turcu



10:50 - 11:10
Pothole Detection for Visually Impaired Assistance View Paper
Stefan-Daniel Achirei
Ioana-Ariana Opariuc
Otilia Zvoristeanu
Simona Caraiman
Vasile-Ion Manta




11:10 - 11:30
A Combinatorial Approach to Detection of Box Pallet Layouts View Paper
Ernesto Fontana
Dario Lodi Rizzini
Stefano Caselli


11:30 - 11:50
A Novel Multi-Model Approach to Real-Time Road Accident Prediction and Driving Behavior Analysis Using a Fully Connected Feed-Forward Deep Neural Network and a CoreML Object Detection Model View Paper
Diya Dinesh

Machine Learning 2 (Saturday, October 30, 12:00 - 13:20)
Teams Track 1

Chair: Camelia Lemnaru
Co-Chair:
Mihai Negru
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
12:00 - 12:20
Underwater Noise Estimation with General Regression Neural Network View Paper
Belhedi Wiem
François Rioult
Achraf Drira
Medjber Bouzidi



12:20 - 12:40
Randomness Testing with Neural Networks View Paper
Imola Nagy
Alin Suciu

12:40 - 13:00
Feature Selection via Genetic Multiobjective Optimization with Fuzzy Rejection Mechanisms View Paper
Corina Cîmpanu
Lavinia Ferariu
Tiberius Dumitriu


13:00 - 13:20
End-to-End Automated Machine Learning System for Supervised Learning Problems View Paper
Mihai-Bogdan Bîndilă
Mihai Negru

Intelligent Signal Processing (Saturday, October 30, 12:00 - 13:20)
Teams Track 2

Chair: Raul C. Muresan
Co-Chair:
Mihaela Dinsoreanu
Transylvanian Institute of Neuroscience, Romania
Technical University of Cluj-Napoca, Romania
12:00 - 12:20
Weighted Principal Component Analysis based on statistical properties of features for Spike Sorting View Paper
Roxana Ioana Aldea
Mihaela Dinsoreanu
Rodica Potolea
Camelia Lemnaru
Raul Cristian Muresan
Vasile Vlad Moca





12:20 - 12:40
Deep neural networks for prediction and detection of ocular sequelae among survivors of Stevens-Johnson syndrome/toxic epidermal necrolysis View Paper
Kevin Sheng-Kai Ma
12:40 - 13:00
Jittered sampling - a potential solution for detecting high frequencies in GCaMP recordings View Paper
Andrei Ciuparu
Raul Cristian Muresan

13:00 - 13:20
A Generative Adversarial Approach for the Detection of Typical and Drowned Action Potentials View Paper
Alexandru Dodon
Marius Adrian Calugar
Rodica Potolea
Camelia Lemnaru
Mihaela Dȋnşoreanu
Vasile Vlad Moca
Raul Cristian Mureşan