Students

PhD. students

	Erling Rennemo Jellum	Predictable computing for cyber-physical systems
	Đorđije Bošković
	Corrado Chiantante
	Cameron Louis Penne
	Samuel Boyle

MSc. students

2023-2024

Daniel Vorhaug	Hyperspectral Image Compression Accelerator On FPGA Using CCSDS 123.0-B-2 Publications: [Whispers 2024], [ESA OBPDC2024] Award: FPGA forum award 2024
Luis Valls Sansaloni	Hardware implementation of machine learning algorithms for image processing
Simen L. Eine	In-orbit testing of FPGA designs on HYPSO-1
Nicolas Abril	FPGA implementation of PCA approximate methods for hyperspectral imaging

2022-2023

Katinka Müller	Optimized Hyperspectral Anomaly Detectors: Improved Performance and Reduced Computational Complexity
Helene Markeng	Exploratory Pipeline for Reconstructing Compressive Sensed Images and Small Cloud Removal using 3D convolutional U-nets
Brage Gåsø Samsonsen	Enhanced Graph Autoencoders for Hyperspectral Anomaly Detection
Jonas Gjendem Røysland	Real-time classification onboard the HYPSO-1 satellite
Samuel Boyle	Design Space Exploration of FPGA Accelerators for Hyperspectral Anomaly Detection
Cameron Louis Penne	Exploration of Deep Learning for Cloud Segmentation in Multispectral and Hyperspectral Satellite Imagery
Øyvind Skaaden	System Integration of the HYPSO-2 SDR: Enabling Fault-Tolerant Payload Operations and an Efficient Development Environment
Magnus Ramsfjell	[FPGA Accelerated Convolution Layer Implementation for Semantic Segmentation of Hyperspectral Images]
Besjan Tomja	Enhancing Versatility and Efficiency of the CCSDS-123 Compression Algorithm through Dynamic Partial Reconfiguration for the HYPSO Mission
Olivier Raphael Lesage Fongue	Effecient Hardware for Principal Component Analysis of hyperspectral images
Adam Gawlik, ARM
Andrew Glover Martey, Nordic

2021-2022

Simen Netteland	Exploration and Implementation of Large CNN Models for Image Segmentation in Hyperspectral CubeSat Missions
Kristine Døsvik	Design space exploration for hyperspectral image processing pipeline in HYPSO mission
Kåre-Benjamin Rørvik	Next generation compression algorithm
Matias Haugum	Designing a Flow-Through Particle Imaging System for Autonomous Surface Vehicles
Simen Berg	Maximizing Payload Utilization of the HYPSO-1 Satellite
Torbjørn Bratvold	Near Real-time Hyperspectral Image Classification for In-orbit Decissionmaking HYPSO-1

2020-2021

Armin Bahadoran	Deconvolution for hyperspectral images
Aksel Gundersen	Hardware-Software partitioned implementation of an autoencoder-based hyperspectral anomaly detector
Sondre Tagestad	Hardware acceleration of a compact CNN model for semantic segmentation of hyperspectral satellite images
Yunus Emre Koc	[Exploration of Deep Learning for Cloud Segmentation in Multispectral and Hyperspectral Satellite Imagery]
Gil Cristian Morales	An FPGA Implementation of CCSDS 123 Issue 2 Standard
Maria Jakobs	A down-scaled sensor and control system for water electrolysis
Morten Paulsen	Implementation of Sliding window DFT (sDFT) and comparison with FFT
Elvira Aalerud	Hyperspectral Imaging Toolbox

2019-2020

Jon Alvarez Justo	Compressive Sensing on Ground-Penetrating Radar Publications: MECO conference 2020
Christoffer Boothby	A software implementation of the CCSDS 123Issue 2 compression standard
Joar Gjersund	A Reconfigurable Fault-Tolerant OnBoard Processing System For The HYPSO CubeSat
Mohamed Hassan Ismail	HW/SW Co-design Implementation of Hyperspectral Image Classification Algorithm Publication: MDPI Algorithms Award: FPGA forum award 2019
Max Montzka	Fast Spectrograph Corrections on Programmable Logic
David Barahona Pereira	Virtual Prototypes for Embedded Software Testing: A SystemC Based Proof of Concept Implementation Publication: DVCon Conference 2021 Award: Best Poster Award
Motaz Ibrahim Ahmad Thiab	Virtual prototype of low-power digital architectures in SystemC Publication: DVCon Conference 2021 Award: Best Poster Award
Kristina Thue	“Accelerating compact CNN models for image segmentation using Vivado HLS”

2018-2019

Karine Avagian	An FPGA-oriented Hardware Implementation of Richardson-Lucy Deconvolution Algorithm for Hyperspectral Images Publications: MECO conference article, MDPI Elecronics
Djordjije Boskovic	Hardware implementation of a target detection algorithm for hyperspectral images Publications: MECO conference article, MICPRO article Award: NIFRO award 2020
Andreas Varntresk	Assembly and testing of baseline processing chain

2017-2018

Johan Fjeldtvedt	Efficient Streaming and Compression of Hyperspectral Images Publications: CubeDMA, CCSDS-123 sequential, CCSDS-123 parallel Awards: 2019 NTNU Award for best master’s thesis in microelectronics, FPGA forum award 2019
Lars Bolstad	JPEG2000 Compression Software/Hardware Codesign
Espen Moen	Onboard Data Processing Pipeline and Software/Hardware Implementation of Extended Multiplicative Signal Correction
Aysel Karimova	[SmallSat] FPGA Implementation of PCA Dimensionality Reduction Technique
Martin Haukali	FPGA Implementation of Hyperspectral Anomaly Detection Algorithm

2016-2017

Lars Erik Songe Paulsen

“Design and Analysis of HEVC compliant CABAC Architecture” 2018 NTNU Award for best master’s thesis in microelectronics