Essays about: "Vehicle counting"

Showing result 1 - 5 of 8 essays containing the words Vehicle counting.

1. 1. State of Health estimation of battery systems

   University essay from Lunds universitet/Institutionen för reglerteknik

   Author : Carl Spångberg; [2023]
   Keywords : Technology and Engineering;

   Abstract : This study focuses on estimating the state of health (SoH) of a lithium iron phosphate (LFP) battery system, which is crucial for assessing the value and lifespan of new or used batteries in energy storage, grid support, and electric vehicle applications. A proposed method for determining SoH based on comparing useful and nominal useful capacities in Ah and Wh, as well as total and nominal capacity, has been presented. READ MORE

3. 2. Segmentation of People and Vehicles in Dense Voxel Grids from Photon Counting LiDAR using 3D-Unet

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

   Author : Fredrik Danielsson; [2021]
   Keywords : Deep Learning; LiDAR; Segmentation; Dense Voxel Grids; Single Photon Counting; Machine Learning; 3D U-Net; Convolutional Neural Network;

   Abstract : In recent years, the usage of 3D deep learning techniques has seen a surge,mainly driven by advancements in autonomous driving and medical applications.This thesis investigates the applicability of existing state-of-the-art 3Ddeep learning network architectures to dense voxel grids from single photoncounting 3D LiDAR. READ MORE

4. 3. Investigation of deep learning approaches for overhead imagery analysis

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

   Author : Joar Gruneau; [2018]
   Keywords : segment; GANs; satellite imagery analysis; Unet; generative adversarial network; vehicle detection; connected component; weighted loss;

   Abstract : Analysis of overhead imagery has a great potential to produce real-time data cost-effectively. This can be an important foundation for decision-making for businesses and politics. Every day a massive amount of new satellite imagery is produced. READ MORE

5. 4. Vehicle Counting using Video Metadata

   University essay from Lunds universitet/Institutionen för datavetenskap

   Author : Sebastian Hjelm; Mattias Gustafsson; [2018]
   Keywords : Machine learning; Neural networks; Vehicle detection; CNN; Metadata; Bitrate; QP; Fast; Privacy; Technology and Engineering;

   Abstract : The current field of object detection and image recognition is huge but not without complications. Processing large amounts of high resolution videos needs powerful hardware and also risks breaching the privacy of those who are recorded. READ MORE

6. 5. Traffic Situation Estimator for Adaptive CruiseControl

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Tianyi Yu; Jenny Edèn; [2015]
   Keywords : computer vision; vehicle detection; intelligent driverassistance systems; ACC;

   Abstract : The Traffic Situation Estimator is a method that analyses vehicle behaviour by monitoring and counting the surrounding traffic. This is done with image analysis that keepstrack of several vehicles through consecutive frames under good lightning conditionson a straight one way road. READ MORE