Essays about: "ComputerVision"

Found 5 essays containing the word ComputerVision.

1. 1. Robustness of Image Classification Using CNNs in Adverse Conditions

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

   Author : Theo Ingelstam; Johanna Skåntorp; [2022]
   Keywords : image recognition; convolutional neural network; CNN; adverse conditions; computer vision; MAdWeather dataset;

   Abstract : The usage of convolutional neural networks (CNNs) has revolutionized the field of computer vision. Though the algorithms used in image recognition have improved significantly in the past decade, they are still limited by the availability of training data. READ MORE

3. 2. Cycle-GAN for removing structured foreground objects in images

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

   Author : Romina Carolina Arriaza Barriga; [2020]
   Keywords : ComputerVision; Image de-fencing; CycleGAN; GAN; Homography; Unpaired data; Fence removal.; Datorvision; avstängning av bilder; CycleGAN; GAN; homografi; oparade data; borttagning av staket.;

   Abstract : The TRACAB Image Tracking System is used by ChyronHego for the tracking of ball and players on football fields. It requires the calibration of the cameras around the arena which is disrupted by fences and other mesh structures that are positioned between the camera and the field as a safety measure for the public. READ MORE

4. 3. A Novel System for Deep Analysis of Large-Scale Hand Pose Datasets

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

   Author : Maria Touranakou; [2018]
   Keywords : Redundancy removal; similarity analysis; data mining; statistical analysis; image classification; image segmentation; deep learning; computer vision; ; Avlägsnande av redundans; likhetsanalys; data mining; statistisk analys; bildklassificering; bildsegmentering; djup lärning; datorsyn; ;

   Abstract : This degree project proposes the design and the implementation of a novel systemfor deep analysis on large-scale datasets of hand poses. The system consists of a set ofmodules for automatic redundancy removal, classification, statistical analysis andvisualization of large-scale datasets based on their content characteristics. READ MORE

5. 4. Object Detection

   University essay from Mälardalens högskola/Inbyggda system

   Author : Antonio Ezio Frascarelli; [2015]
   Keywords : ;

   Abstract : During the last two decades the interest about computer vision raised steadily with multiple applications in fields like medical care, automotive, entertainment, retail, industrial, and security. Objectdetection is part of the recognition problem, which is the most important scope of the computervision environment. READ MORE

6. 5. Facial Gestures for Infotainment Systems

   University essay from Högskolan i Halmstad/Sektionen för Informationsvetenskap, Data– och Elektroteknik (IDE)

   Author : Along Tantai; Da Chen; [2014]
   Keywords : Computer Vision; HMI; Control; Effortless; Object-Tracking; Optical-Flow;

   Abstract : The long term purpose of this project is to reduce the attention demand of drivers whenusing infotainment systems in a car setting. With the development of the car industry,a contradiction between safety issue and entertainment demands in cars has arisen. READ MORE