Essays about: "Level set methods"

Showing result 21 - 25 of 347 essays containing the words Level set methods.

1. 21. Uncertainty Estimation in Volumetric Image Segmentation

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Donggyun Park; [2023]
   Keywords : Uncertainty Estimation; Uncertainty Quantification UQ ; Volumetric Image Segmentation; 3D U-Net; test-time data augmentation; Deep ensemble;

   Abstract : The performance of deep neural networks and estimations of their robustness has been rapidly developed. In contrast, despite the broad usage of deep convolutional neural networks (CNNs)[1] for medical image segmentation, research on their uncertainty estimations is being far less conducted. READ MORE

3. 22. Intelligent autoscaling in Kubernetes : the impact of container performance indicators in model-free DRL methods

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Tommaso Praturlon; [2023]
   Keywords : Cloud computing; container autoscaling; resource optimisation; Deep Reinforcement Learning; Actor-Critic; Kubernetes; service mesh; Cloud computing; container autoscaling; Optimering av resurser; Deep Reinforcement Learning; Actor-Critic; Kubernetes; service mesh;

   Abstract : A key challenge in the field of cloud computing is to automatically scale software containers in a way that accurately matches the demand for the services they run. To manage such components, container orchestrator tools such as Kubernetes are employed, and in the past few years, researchers have attempted to optimise its autoscaling mechanism with different approaches. READ MORE

4. 23. Development of an Improved Demand Planning Process - A Case Study at KåKå

   University essay from Lunds universitet/Teknisk logistik

   Author : Emma Hall; Clara Kronberg; [2023]
   Keywords : Sales Operations Planning; Demand Planning; Forecasting; Product Categorization; Non-manufacturing; Bakery Industry; Technology and Engineering;

   Abstract : Background: Operations planning and control has undergone an extensive shift from an individual company focus to a complete supply chain focus which has required a new common approach for supply chain planning and control to evolve. Increasing competition and globalization has created complexity in supply chain planning and integration since it requires a new cross-functional approach. READ MORE

5. 24. Compact Digital Track Maps: Enhancing Train Traveller Information at the Crossing of Accuracy and Availability : A comparative analysis of algorithms for generating compact representations of railway tracks

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Adam Andersson; [2023]
   Keywords : Train positioning; Digital track map; Digital map generation; Position measurement; Global navigation satellite system; Cartography; Tågpositionering; Digitala spårkartor; Generering av digitala kartor; Positionsmätning; Satellitnavigation; Kartograf;

   Abstract : Trains are constrained to the railway tracks they operate on. This can be leveraged for absolute train positioning, where a train’s position can be mapped onto a digital track map (DTM). Extensive research has been dedicated to enhancing the accuracy of DTMs. READ MORE

6. 25. Backup opening of automatic doors in autonomous vehicles : A usability study

   University essay from Luleå tekniska universitet/Institutionen för ekonomi, teknik, konst och samhälle

   Author : Hanna Edberg; Madelene Schulz; [2023]
   Keywords : Situation awareness; Usability; User safety; Physical user experience; Accessibility; Situationsmedvetenhet; Användbarhet; Användarsäkerhet; Fysisk användarupplevelse; Tillgänglighet.;

   Abstract : Shared autonomous vehicles provide a solution for the future of sustainable and accessible transportation in urban areas, both in terms of social and environmental sustainability. However, these types of vehicles face different challenges in comparison to privately owned ones. READ MORE