Search Results for author: Simon Grosche

Found 9 papers, 3 papers with code

Component-wise Power Estimation of Electrical Devices Using Thermal Imaging

no code implementations17 Jul 2023 Christian Herglotz, Simon Grosche, Akarsh Bharadwaj, André Kaup

This paper presents a novel method to estimate the power consumption of distinct active components on an electronic carrier board by using thermal imaging.

object-detection Object Detection

Fast Reconstruction of Three-Quarter Sampling Measurements Using Recurrent Local Joint Sparse Deconvolution and Extrapolation

1 code implementation5 May 2022 Simon Grosche, Andy Regensky, Alexander Sinn, Jürgen Seiler, André Kaup

Recently, non-regular three-quarter sampling has shown to deliver an increased image quality of image sensors by using differently oriented L-shaped pixels compared to the same number of square pixels.

Novel Consistency Check For Fast Recursive Reconstruction Of Non-Regularly Sampled Video Data

no code implementations17 Mar 2022 Simon Grosche, Jürgen Seiler, André Kaup

Altogether, we are able to significantly increase the reconstruction quality by + 1. 01 dB compared to the state-of-the-art recursive reconstruction method using a fixed mask.

Template Matching

A Novel End-To-End Network for Reconstruction of Non-Regularly Sampled Image Data Using Locally Fully Connected Layers

1 code implementation17 Mar 2022 Simon Grosche, Fabian Brand, André Kaup

Altogether, using a three-quarter sampling sensor with our novel neural network layout, the image quality in terms of PSNR for the Urban100 dataset can be increased by 2. 96 dB compared to the state-of-the-art approach.

Super-Resolution

Design Techniques for Incremental Non-Regular Image Sampling Patterns

no code implementations1 Mar 2022 Simon Grosche, Jürgen Seiler, André Kaup

Even though image signals are typically acquired on a regular two dimensional grid, there exist many scenarios where non-regular sampling is possible.

Position

Real-Time Frequency Selective Reconstruction through Register-Based Argmax Calculation

1 code implementation28 Feb 2022 Andy Regensky, Simon Grosche, Jürgen Seiler, André Kaup

Frequency Selective Reconstruction (FSR) is a state-of-the-art algorithm for solving diverse image reconstruction tasks, where a subset of pixel values in the image is missing.

Image Reconstruction

Image Super-Resolution Using T-Tetromino Pixels

no code implementations CVPR 2023 Simon Grosche, Andy Regensky, Jürgen Seiler, André Kaup

Next, we investigate the reconstruction quality using tetromino pixels for the first time in literature.

Image Super-Resolution SSIM

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