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)
Activitate Științifică
Cercetare
Publicații academice și interese de cercetare în domeniul informaticii și viziunii computerizate.
Interese de cercetare
Computer Vision
Procesare de imagini, analiză vizuală, recunoaștere de obiecte și scene
Pattern Recognition
Recunoașterea formelor, clasificare automată, extragerea caracteristicilor
Machine Learning
Algoritmi de învățare automată, rețele neurale, clasificatoare
Lista publicațiilor
Vezi profilul complet pe Google Scholar
Scalable Secure Platform for XR
R Acheampong, BV Floricescu, IA Oprea, A Rekeraho, VG Anghel, et al. - International Conference in Electronic Engineering & Information
Vessel Segmentation Method in Coronography Images
C Bandas, G Danciu, BV Floricescu - Global Healthcare Transformation in the Era of Artificial Intelligence
Programming Examination Platform: Generative AI-Driven Evaluation Tool for Computer Programming Classes
GM Danciu, CZ Kertész - Futureproofing Engineering Education for Global Responsibility: Proceedings
Pneumonia image classification using densenet architecture
M Bundea, GM Danciu - Information 15 (10), 611
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
Coverage fulfillment automation in hardware functional verification using genetic algorithms
GM Danciu, A Dinu - Applied Sciences 12 (3), 1559
Cost-efficient approaches for fulfillment of functional coverage during verification of digital designs
A Dinu, GM Danciu, PL Ogrutan - Micromachines 13 (5), 691
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)
Level up in verification: Learning from functional snapshots
A Dinu, GM Danciu, Ș Gheorghe - 16th International Conference on Engineering of Modern Electric Systems (EMES)
Debugging FPGA projects using artificial intelligence
A Dinu, S Gheorghe, GM Danciu, PL Ogrutan - Sci. Technol 24, 299-320
Adaptive Scaling for Image Sensors in Embedded Security Applications
C Zaharia, F Sandu, G Danciu - 20th RoEduNet Conference: Networking in Education and Research
Debug FPGA projects using machine learning
A Dinu, GM Danciu, PL Ogrutan - International Semiconductor Conference (CAS), 173-176
Efficient analysis of digital systems' supplied data
A Dinu, GM Danciu, PL Ogrutan - International Symposium on Electronics and Telecommunications (ISETC), 1-4
Method proposal for blob separation in segmented images
GM Danciu - International Conference on Optimization of Electrical and Electronic Equipment
A method proposal of scene recognition for RGB-D cameras
GM Danciu - IEEE 11th International Symposium on Applied Computational Intelligence and Informatics (SACI)
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
Hierarchical contours based on depth images
G Danciu, I Szekely - International Conference on Optimization of Electrical and Electronic Equipment
Genetic algorithm for depth images in RGB-D cameras
G Danciu, I Szekely - IEEE 20th International Symposium for Design and Technology in Electronic Packaging
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
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
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
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
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
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
Methods of Object Tracking
G Danciu, I Szekely - The Annals of "Dunarea de Jos" University of Galati. Fascicle III