System Design of LED-to-Rolling-Shutter-Camera Communication using Color Shift Keying

Visible Light Communication (VLC) is becoming an important research area where Visible Light Sources such as LED, Halogen Lamps and even the sun can be used for Wireless Communication. LED-to-Camera Communication is a form of VLC, where the camera can notice intermittent stimuli changes above a certain threshold frequency (flicker fusion...

Neural networks for Gamma cameras

In this research the effectiveness of analytical neural networks compared to the maximum likelihood method on the prediction of spatial and DOI positioning of a Gamma detector with a NaI(Tl) scintillator of size 590mm x 470mm x 40mm (x,y,z), with a glass lightguide of size 620mm x 500mm x 4mm and a PMT area of 620mm x 500mm x 40mm with 2-inch...

They could live - encoding invisible information in displays and ways to extract it

In the recent years, several papers have implemented methods which seamlessly integrate data streams into high frame rate monitors without affecting casual viewer experience. This paper proposes an improvement to existing systems which can in theory increase the data throughput of the data stream several times. Exploiting the same...

EV-Mask-RCNN: Instance Segmentation in Event-based Videos

Instance segmentation on data from Dynamic Vision Sensors (DVS) is an important computer vision task that needs to be tackled in order to push the research forward on these types of inputs. This paper aims to show that deep learning based techniques can be used to solve the task of instance segmentation on DVS data. A high performing model was...

ChromaCam: Demodulating Colored Light with a High-End Smartphone

Visible Light Communication (VLC) has seen drastic improvements in recent years, one approach uses active light sources like LEDs, switching them at hight speeds to send data. Another approach uses the fundamental characteristics of liquid crystals (birefringence and thickness) to transmit data to a single pixel receiver. These characteristics...

Image-to-Image Translation of Synthetic Samples for Rare Classes

The natural world is long-tailed: rare classes are observed orders of magnitudes less frequently than common ones, leading to highly-imbalanced data where rare classes can have only handfuls of examples. Learning from few examples is a known challenge for deep learning based classification algorithms, and is the focus of the field of low-shot...

Matting using a known background and a chroma-key minimization scheme

In this paper, we investigate the problem of segmenting the foreground objects from the known background. The target application is a setting where a large display serves as the backdrop for a scene. The method proposed in this paper solves this problem in two steps. We try to separate the foreground and the background with the modified...

Domain Adaptation for Rare Classes Augmented with Synthetic Samples

To alleviate lower classification performance on rare classes in imbalanced datasets, a possible solution is to augment the underrepresented classes with synthetic samples. Domain adaptation can be incorporated in a classifier to decrease the domain discrepancy between real and synthetic samples. While domain adaptation is...

Measurement Light Bulb: Light source and camera synchronization

This document describes the design process the prototype of a measurement light bulb which is able to project spherical harmonics of orders 0-1-2. Photographs of these projections can be combined to represent many light distributions. The measurement light bulb can be used in the field of research focused on the computation of the illumination...

UAV Camera System for Object Searching and Tracking

An embedded electronic camera system for unmanned aerial vehicles (UAV) was developed in the scope of the final bachelor project at the TU Delft in 2012. The aim of the project was to develop a prototype for a new UAV competition. The electronic system of the prototype had to able to track an object, make a picture of it and send it to a ground...

Intelligent Multi-camera Video Surveillance

Video surveillance is found in different areas, such as public buildings, metro stations and miliary areas. These systems have become increasingly cost efficient, allowing for larger systems as well. Traditionally multiple security cameras are positioned throughout the area, and linked to monitor screens. These screens are monitored by security...

Featherweight Camera stabilisatie systeem: Gebruiksonderzoek, ontwerp en prototype

De professionele paraglider en fotograaf Leo Westerkamp is instaat de kijker dichter bij de natuur en sport te brengen dan ieder ander log en niet wendbaar apparaat. Echter door bochten, windvlagen, luchtdrukverschillen en trillingen van de motor ondervinden de beelden een ernstig stabiliteitsprobleem. Vandaar dan ook dat Featherweight de...