Dissertation topics suggested by the teacher.
Recent dissertations supervised by the teacher.
First cycle degree programmes dissertations
- Analisi di prodotti tramite visione artificiale per processi automatizzati
- Analisi sperimentale dell’accuratezza di posizionamento di una telecamera stereo dotata di IMU
- Creazione di un dataset per lo sviluppo di una rete neurale che esegua la segmentazione del teschio umano in cranio e mandibola
- Realizzazione di una rete neurale convoluzionale per la classificazione di immagini
- Sensori di immagini: la tecnologia HDR (High Dynamic Range)
- Sensori LiDAR: uno studio sul funzionamento della tecnologia e sull’utilizzo in campo Automotive
- Vision Language Models as Image Classifiers: an Experimental Study
Second cycle degree programmes dissertations
- A 3D Synthetic Image Generation Framework: Enabling Deep Learning Feature Detection and Object Classification
- A multi-view dataset for multimodal Anomaly Detection and Segmentation
- A neural network approach to automatic color correction for produce identification
- A study of 3D face reconstruction methods: from geometry to deformable mesh models"
- A Test Time Adaptation Protocol to improve Industrial Anomaly Detection and Segmentation
- Advancements in Industrial Anomaly Detection: From SOTA Models to Online Classification and Segmentation
- Advancing Car Insurance Fraud Detection: An Automated Deep-Learning Approach
- An Innovative Approach for Classifying and Distinguishing Bubbles in Pharmaceutical Liquids
- Analisi di immagini iperspettrali di differenti tipologie di polimeri tramite tecniche di Machine Learning
- Analysis of the classification performance of Produce Image recognition exploiting automatic color correction network and PLU produce hierarchy for training a multi-stage classifier
- Applicazione di tecniche AI per la segmentazione di immagini industriali con supervisione limitata
- Automated Blender environment recreation and vanishing point detection for image stitching optimization
- Automated Crash Video Analysis for Stiffness Coefficient Estimation
- Automated Pain Assessment from Facial Expressions of Elderly People using Machine Learning
- Automated Recognition of Cold Water Coral Species through Object Detection
- CAD-based Image Generation and Template Matching for tyre manufacturing process
- Comparison between traditional vision and AI-based inspection systems for crimping quality checking in aseptic pharmaceutical manufacturing
- CVAT meets transformers: accelerating semantic segmentation labeling in industrial applications
- Deep Learning approaches for multimodal analysis in car collision forensics
- Deep Learning solution for produce classification
and loss prevention in self-checkout
- Deep Learning-based Classification and Detection of Regulatory Elements for Autonomous Driving Maps in BEV View
- Deformazioni superficiali automatiche di un oggetto modellato tramite Neural Radiance Fields
- Deployment of event cameras for parcel profilometry
- Form extractor: information extraction from digital documents
- Generazione automatica di modelli interattivi SVG per macchine industriali
- Image-Guided Wheat/Corn Kernel Detection with OWL-ViT and YOLO-WORLD
- Implementation of Optical Character Verification using Deep Learning for Detection and Verification of Tyre Markings
- Improving reliability and effectiveness of decoding libraries
- Individuazione di difetti in manufatti industriali a partire da modelli sintetici
- Integrating AI models into Unreal Engine
- Integrating Large Language Models into Extended Reality for Enhanced Educational Experiences
- Integration and optimization of a tablets uniformity detection system with AI techniques
- Mask R-CNN Based System for Accurate Detection and Analysis of Chip Damage on Car Paint
- Methods and Tools for 3D Rendering with Gaussian Splatting in car accident reconstructions
- Modelli neurali per industrial anomaly detection
- Multi-view 3d reconstruction using NeRF-based approaches
- Night2Day - AI enhancement of night photography
- Optimization of Stereo Reconstruction algorithms and AI models for real-time on-edge compute in complex Minimally Invasive Surgery
- Patchcore Transformed: A Vision Transformer Approach To Anomaly Detection
- Piattaforma Integrata per la Ricostruzione 3D di Incidenti Stradali: Dall'Acquisizione alla Manipolazione e Visualizzazione dei Modelli
- Produce recognition: a deep metric learning approach to an open set learning problem
- Real time parcel tracking and image stitching for industrial applications
- Relighting Neural Radiance Fields Leveraging Shadow Mapping
- Ricerca mediante immagini e testo di asset 3D rappresentati come Neural Radiance Fields
- Rilevamento centro corsia mediante metodi di apprendimento automatico
- Rilevamento di intrusioni in tempo reale mediante video di sorveglianza a bassa risoluzione e riconoscimento facciale
- Rilevamento e classificazione delle specie arboree in ambito urbano utilizzando immagini satellitari ad alta risoluzione
- Robotic Bin Picking and Quality Control: Computer Vision Approaches for Industrial Automation
- Soil Organic Carbon mapping using hyperspectral satellite data
- Sperimentazione di architetture Transformer in problemi di Computer Vision
- Stima della posa di una telecamera tramite vincoli su posizioni note in traiettorie ripetute
- Surface Reconstruction and Uncertainty Estimation in Unconstrained Gaussian Splatting of Dense Point Clouds
- Sviluppo opto-meccanico e del suo algoritmo per un sensore interferometrico
- Synthetic Data Augmentation For Tabular Data Via Deep Learning Methods
- Towards image-guided additive manufacturing
- Uncertainty-aware learning-based optimal motion planning for industrial robots
- Use of artificial vision libraries in industrial applications for quality control in the production cycle
- Visual Servoing Meets LQR: Streamlining Automated Cliché Mounting with Computer Vision and Precise Three-Axis Control
PhD programmes thesis
- Learning with limited data
