explore Interese de cercetare

visibility

Computer Vision

Procesare de imagini, analiză vizuală, recunoaștere de obiecte și scene

pattern

Pattern Recognition

Recunoașterea formelor, clasificare automată, extragerea caracteristicilor

psychology

Machine Learning

Algoritmi de învățare automată, rețele neurale, clasificatoare

article Lista publicațiilor

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2025

Quantifying Energy–Accuracy–Latency Trade-offs in Cloud-Offloaded and On-Device TinyML Inference on IoT Devices

HA Modran, GM Danciu - IEEE Conference on Standards for Communications and Networking (CSCN)

2025

Scalable Secure Platform for XR

R Acheampong, BV Floricescu, IA Oprea, A Rekeraho, VG Anghel, et al. - International Conference in Electronic Engineering & Information

2025

Vessel Segmentation Method in Coronography Images

C Bandas, G Danciu, BV Floricescu - Global Healthcare Transformation in the Era of Artificial Intelligence

2025

Programming Examination Platform: Generative AI-Driven Evaluation Tool for Computer Programming Classes

GM Danciu, CZ Kertész - Futureproofing Engineering Education for Global Responsibility: Proceedings

2024

Pneumonia image classification using densenet architecture

M Bundea, GM Danciu - Information 15 (10), 611

2024

Programming Examination Platform: Generative AI-Driven Evaluation Tool for Computer Programming Classes

FP Velicea, AE Ghimbășan, RC Filip, GM Danciu, CZ Kertész - International Conference on Interactive Collaborative Learning, 345-356

2022

Coverage fulfillment automation in hardware functional verification using genetic algorithms

GM Danciu, A Dinu - Applied Sciences 12 (3), 1559

2022

Cost-efficient approaches for fulfillment of functional coverage during verification of digital designs

A Dinu, GM Danciu, PL Ogrutan - Micromachines 13 (5), 691

2021

Noise pollution monitoring using mobile crowd sensing and SAP analytics

IC Parvan, G Danciu, T Balan - 16th International Conference on Engineering of Modern Electric Systems (EMES)

2021

Level up in verification: Learning from functional snapshots

A Dinu, GM Danciu, Ș Gheorghe - 16th International Conference on Engineering of Modern Electric Systems (EMES)

2021

Debugging FPGA projects using artificial intelligence

A Dinu, S Gheorghe, GM Danciu, PL Ogrutan - Sci. Technol 24, 299-320

2021

Adaptive Scaling for Image Sensors in Embedded Security Applications

C Zaharia, F Sandu, G Danciu - 20th RoEduNet Conference: Networking in Education and Research

2020

Debug FPGA projects using machine learning

A Dinu, GM Danciu, PL Ogrutan - International Semiconductor Conference (CAS), 173-176

2020

Efficient analysis of digital systems' supplied data

A Dinu, GM Danciu, PL Ogrutan - International Symposium on Electronics and Telecommunications (ISETC), 1-4

2017

Method proposal for blob separation in segmented images

GM Danciu - International Conference on Optimization of Electrical and Electronic Equipment

2016

A method proposal of scene recognition for RGB-D cameras

GM Danciu - IEEE 11th International Symposium on Applied Computational Intelligence and Informatics (SACI)

2014

Objective erythema assessment of Psoriasis lesions for Psoriasis Area and Severity Index (PASI) evaluation

S Banu, G Toacse, G Danciu - International Conference and Exposition on Electrical and Power Engineering

2014

Hierarchical contours based on depth images

G Danciu, I Szekely - International Conference on Optimization of Electrical and Electronic Equipment

2014

Genetic algorithm for depth images in RGB-D cameras

G Danciu, I Szekely - IEEE 20th International Symposium for Design and Technology in Electronic Packaging

2013

Extended control-value emotional agent based on fuzzy logic approach

H Moga, F Sandu, GM Danciu, R Boboc, I Constantinescu - 11th RoEduNet International Conference, 1-8

2013

Solutions for Roaming and Interoperability Problems Between LTE and 2G or 3G Networks

R Curpen, F Sandu, C Costache, GM Danciu - Review of the Air Force Academy, 29

2012

Shadow removal in depth images morphology-based for kinect cameras

G Danciu, SM Banu, A Căliman - 16th International Conference on System Theory, Control and Computing

2012

A novel approach for face expressions recognition

SM Banu, GM Danciu, RG Boboc, H Moga, C Bălany - IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics

2012

Scale and rotation-invariant feature extraction for color images of iris melanoma

G Danciu, SM Banu, M Ivanovici - 13th International Conference on Optimization of Electrical and Electronic Equipment

2010

Improved contours for ToF cameras based on vicinity logic operations

G Danciu, M Ivanovici, V Buzuloiu - 12th International Conference on Optimization of Electrical and Electronic Equipment

2009

Methods of Object Tracking

G Danciu, I Szekely - The Annals of "Dunarea de Jos" University of Galati. Fascicle III

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