Essays about: "automatic visual detection"

Showing result 1 - 5 of 23 essays containing the words automatic visual detection.

1. 1. Sim2Real: Generating synthetic images from industry CAD models with domain randomization

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Duruo Li; [2023]
   Keywords : ;

   Abstract : Deep learning methods for computer vision applications require massive visual data for model training. Although it is possible to utilize public datasets such as ImageNet, MS COCO, and CIFAR-100, it becomes problematic when there is a need for more task-specific data when new training data collection typically is needed. READ MORE

3. 2. A visual approach to web information extraction : Extracting information from e-commerce web pages using object detection

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

   Author : Alexander Brokking; [2023]
   Keywords : Web information extraction; computer vision; object detection; deep learning; Informationsextraktion från webben; datorseende; objektigenkänning; djupinlärning;

   Abstract : Internets enorma omfattning har resulterat i ett överflöd av information som är oorganiserad och spridd över olika hemsidor. Det har varit motivationen för automatisk informationsextraktion av hemsidor sedan internets begynnelse. READ MORE

4. 3. Automatic object detection and tracking for eye-tracking analysis

   University essay from Uppsala universitet/Avdelningen för systemteknik

   Author : Liv Cederin; Ulrika Bremberg; [2023]
   Keywords : Computer Vision; Object Detection; Object Tracking; Eye-Tracking; Annotation; Deblurring; Deep Learning; Motion Blur;

   Abstract : In recent years, eye-tracking technology has gained considerable attention, facilitating analysis of gaze behavior and human visual attention. However, eye-tracking analysis often requires manual annotation on the objects being gazed upon, making quantitative data analysis a difficult and time-consuming process. READ MORE

5. 4. Automatic Calibration of Camera Parameters : A Steppingstone to Analysing Videos

   University essay from Uppsala universitet/Avdelningen för systemteknik

   Author : Wilma Hallén; [2022]
   Keywords : Smartphone; Video stabilisation; Calibration;

   Abstract : The smartphone is commonly used for image and video capture. Due to the lightweight of the smartphone, small handshakes are noticeable in recorded videos. The image sensors in smartphones are typically CMOS, which introduces rolling shutter artefacts. Stabilisation is introduced to minimise the effects of the camera movement and artefacts. READ MORE

6. 5. Automatic Handwritten Text Detection and Classification

   University essay from Uppsala universitet/Avdelningen för visuell information och interaktion

   Author : Olle Dahlstedt; [2021]
   Keywords : ;

   Abstract : As more and more organizations digitize their records, the need for automatic document processing software increases. In particular, the rise of ‘digital humanities’ precede a new set of problems on how to digitize historical archival material in an efficient and accurate manner. READ MORE