Sökning: "similarity metrics"

Visar resultat 16 - 20 av 66 uppsatser innehållade orden similarity metrics.

1. 16. An AI-based System for Assisting Planners in a Supply Chain with Email Communication

   Master-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Författare :Sai Shreya Spurthi Dantu; Akhilesh Yadlapalli; [2023]
   Nyckelord :Email Thread Summarization; Natural Language Processing NLP ; Dialogue Summarization; Conditional Random Field CRF ; Supply Chain Communication.;

   Sammanfattning : Background: Communication plays a crucial role in supply chain management (SCM) as it facilitates the flow of information, materials, and goods across various stages of the supply chain. In the context of supply planning, each planner manages thousands of supply chain entities and spends a lot of time reading and responding to high volumes of emails related to part orders, delays, and backorders that can lead to information overload and hinder workflow and decision-making. LÄS MER

3. 17. Diffusion models for anomaly detection in digital pathology

   Magister-uppsats, Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

   Författare :Ruben Bromée; [2023]
   Nyckelord :out-of-distribution detection; digital pathology data; latent diffusion model; machine learning; neural network; pathology;

   Sammanfattning : Challenges within the field of pathology leads to a high workload for pathologists. Machine learning has the ability to assist pathologists in their daily work and has shown good performance in a research setting. LÄS MER

4. 18. Fingerprint Synthesis Using Deep Generative Models

   Master-uppsats, Lunds universitet/Matematik LTH

   Författare :Weizhong Tang; Diego André Figueroa Llamosas; [2023]
   Nyckelord :Fingerprint Synthesis; Deep Generative Models; Style Transfer; Metrics; Technology and Engineering;

   Sammanfattning : The advancements in biometric technology have amplified the need for more robust fingerprint synthesis techniques. In this thesis, we first explored the application of synthesizing normal fingerprint images in high fidelity using deep generative models (e.g. LÄS MER

5. 19. Evaluation of Error Metrics Used for Quality Assessment of Simplified Meshes

   Master-uppsats, Linköpings universitet/Institutionen för systemteknik

   Författare :Dennis Udd; [2022]
   Nyckelord :Level of Detail; Error Metric; Mesh Comparing; Mesh Simplification; 3D Optimisation; Computer Graphics; LOD;

   Sammanfattning : Level of Detail (LOD) is an important area in game development and it is a term used to describe the complexity of 3D models. Complex 3D models that are rendered from a far distance can often be simplified, to minimise rendering costs. The visual appearance of a simplified model should be as close to the original model as possible. LÄS MER

7. 20. High Resolution Quality Enhancement of Digitized Artwork using Generative Adversarial Networks

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Dennis Magnusson; [2022]
   Nyckelord :Image enhancement; Image style transfer; Image superresolution; Machine Learning; Bildförbättring; Bildstilöversättning; Bildsuperupplösning; Maskininlärning;

   Sammanfattning : Digitization of physical artwork is usually done using image scanning devices in order to ensure that the output is accurate in terms of color and is of sufficiently high resolution, usually over 300 pixels per inch, however the usage of such a device is in some cases unfeasible due to medium or size constraints. Photography of the artwork is another method of artwork digitization, however such methods often produce results containing camera artifacts such as shadows, reflections or low resolution. LÄS MER