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DI Hannes Fassold

Research group

DIGITAL:

Intelligent Vision Applications

Phone number

+43 316 876-1126

E-mail

Hannes.Fassold@joanneum.at

Address

Steyrergasse 17, 8010, Graz
+43 316 876-5000
digital@joanneum.at

Publications

Digital
2024

Few-Shot Object Detection as a Service: Facilitating Training and Deployment for Domain Experts

Authors Bailer, Werner and Dogariu, Mihai and Ionescu, Bogdan and Fassold, Hannes
Few-Shot Object Detection as a Service: Facilitating Training and Deployment for Domain Experts
Digital
2024

Data-Efficient Domain Transfer for Instance Segmentation for AR Scenes

Authors Onsori-Wechtitsch, Stefanie and Fuerntratt, Hermann and Fassold, Hannes and Bailer, Werner
Data-Efficient Domain Transfer for Instance Segmentation for AR Scenes
Digital
2024

Porting Large Language Models to Mobile Devices for Question Answering

Authors Fassold, Hannes
Porting Large Language Models to Mobile Devices for Question Answering
Digital
2024

Faster than realtime detection of shot boundaries, sampling structure and dynamic keyframes in video

Authors Fassold, Hannes
Faster than realtime detection of shot boundaries, sampling structure and dynamic keyframes in video
Digital
2023

A real-time algorithm for human action recognition in RGB and thermal video

Authors Fassold, Hannes; Gutjahr, Karlheinz; Weber, Anna; Perko, Roland
A real-time algorithm for human action recognition in RGB and thermal video
Digital
2023

A realtime algorithm for human action recognition in RGB and thermal video

Authors Fassold, Hannes and Gutjahr, Karlheinz and Weber, Anna and Perko, Roland
A realtime algorithm for human action recognition in RGB and thermal video
Digital
2023

People@Places and ToDY: Two Datasets for Scene Classification in Media Production and Archiving

Authors Bailer, Werner and Fassold, Hannes
People@Places and ToDY: Two Datasets for Scene Classification in Media Production and Archiving
Digital
2023

Do the Frankenstein, or how to achieve better out-of-distribution performance with manifold mixing model soup

Authors Fassold, Hannes
Do the Frankenstein, or how to achieve better out-of-distribution performance with manifold mixing model soup
Digital
2023

A Survey of Manifold Learning and Its Applications for Multimedia

Authors Fassold, Hannes
A Survey of Manifold Learning and Its Applications for Multimedia
Digital
2022

AdaFamily: A family of Adam-like adaptive gradient methods

Authors Fassold, Hannes
AdaFamily: A family of Adam-like adaptive gradient methods
Digital
2022

A Qualitative Investigation of Optical Flow Algorithms for Video Denoising

Authors Hannes Fassold
A Qualitative Investigation of Optical Flow Algorithms for Video Denoising
Digital
2022

Detic-Track: Robust Detection and Tracking of Objects in Video

Authors Fassold, Hannes
Detic-Track: Robust Detection and Tracking of Objects in Video
Digital
2022

FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level

Authors Lagani, Gabriele; Gennaro, Claudio; Fassold, Hannes; Amato, Giuseppe
FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level
Digital
2022

Subsurface Movement Control

Authors Perko, Roland; Almer, Alexander; Fassold, Hannes; Maly, Anna; Wenighofer, Robert; Eder, Julian; Hofer, Peter
Subsurface Movement Control
Digital
2021

Detecting speaking persons in video

Authors Fassold, Hannes
Detecting speaking persons in video
Digital
2021

Some like it tough: Improving model generalization via progressively increasing the training difficulty

Authors Fassold, Hannes
Some like it tough: Improving model generalization via progressively increasing the training difficulty
Digital
2020

Few-shot Object Detection Using Online Random Forests

Authors Bailer, Werner; Fassold, Hannes
Few-shot Object Detection Using Online Random Forests
Digital
2020

Automatic cinematography for 360 video

Authors Fassold, Hannes
Automatic cinematography for 360 video
Digital
2019

Hyper 360—Towards a Unified Tool Set Supporting Next Generation VR Film and TV Productions

Authors Takacs, Barnabas; Vincze, Zsuzsanna; Fassold, Hannes; Karakottas, Antonis; Zioulis, Nikolaos; Zarpalas, Dimitrios; Daras, Petros
Hyper 360—Towards a Unified Tool Set Supporting Next Generation VR Film and TV Productions
Digital
2019

Automatische Kamerapfad Generierung aus 360° video mit Deep Learning Methoden

Authors Fassold, Hannes
Automatische Kamerapfad Generierung aus 360° video mit Deep Learning Methoden
Digital
2019

Towards Automatic Cinematography and Annotation for 360° Video

Authors Fassold, Hannes; Takacs, Barnabas
Towards Automatic Cinematography and Annotation for 360° Video
Digital
2019

A Localized No-Reference Blurriness Measure for Omnidirectional Images and Video

Authors Fassold, Hannes; Wechtitsch, Stephanie
A Localized No-Reference Blurriness Measure for Omnidirectional Images and Video
Digital
2019

Adapting Computer Vision Algorithms for Omnidirectional Video

Authors Fassold, Hannes
Adapting Computer Vision Algorithms for Omnidirectional Video
Digital
2019

Automatic Camera Path Generation from 360 Video

Authors Fassold, Hannes
Automatic Camera Path Generation from 360 Video
Digital
2019

OmniTrack: Real-Time Detection and Tracking of Objects, Text and Logos in Video

Authors Fassold, Hannes; Ghermi, Ridouane
OmniTrack: Real-Time Detection and Tracking of Objects, Text and Logos in Video
Digital
2019

Resource-efficient Object Detection by Sharing Backbone CNNs

Authors Bailer, Werner; Fassold, Hannes
Resource-efficient Object Detection by Sharing Backbone CNNs
Digital
2016

Computer Vision on the GPU - Tools, Algorithms and Frameworks

Authors Fassold, Hannes
Computer Vision on the GPU - Tools, Algorithms and Frameworks
Digital
2016

MultiMedia Modeling: 22nd International Conference, MMM 2016, Miami, FL, USA, January 4-6, 2016, Proceedings, Part I

Authors Wechtitsch, Stefanie; Fassold, Hannes; Thaler, Marcus; Kozlowski, Krzysztof; WernerBailer
MultiMedia Modeling: 22nd International Conference, MMM 2016, Miami, FL, USA, January 4-6, 2016, Proceedings, Part I
Digital
2016

MultiMedia Modeling: 22nd International Conference, MMM 2016, Miami, FL, USA, January 46, 2016, Proceedings, Part I

Authors Stefanie Wechtitsch and Hannes Fassold and Marcus Thaler and Krzysztof Kozlowski and Werner Bailer
MultiMedia Modeling: 22nd International Conference, MMM 2016, Miami, FL, USA, January 46, 2016, Proceedings, Part I
Digital
2015

JRS at Synchronization of Multi-user Event Media Task

Authors Fassold, Hannes; Stiegler, Harald; Lee, Felix; Bailer, Werner
JRS at Synchronization of Multi-user Event Media Task
Digital
2015

A Hybrid Wavelet and Temporal Fusion Algorithm for Film and Video Denoising

Authors Fassold, Hannes; Schallauer, Peter
A Hybrid Wavelet and Temporal Fusion Algorithm for Film and Video Denoising
Digital
2015

A GPU-Accelerated Two Stage Visual Matching Pipeline for Image and Video Retrieval

Authors Fassold, Hannes; Stiegler, Harald; Rosner, Jakub; Thaler, Marcus; Bailer, Werner
A GPU-Accelerated Two Stage Visual Matching Pipeline for Image and Video Retrieval
Digital
2015

Real-time Video Quality Analysis on Mobile Devices

Authors Fassold, Hannes; Wechtitsch, Stefanie; Thaler, Marcus; Kozlowski, Krzysztof; Bailer, Werner
Real-time Video Quality Analysis on Mobile Devices
Digital
2015

A real-time GPU implementation of the SIFT algorithm for large-scale video analysis tasks

Authors Fassold, Hannes; Rosner, Jakub
A real-time GPU implementation of the SIFT algorithm for large-scale video analysis tasks
Digital
2014

GPU - accelerated high quality semi-global stereo matching

Authors Fuerntratt, Hermann; Fassold, Hannes; Rosner, Jakub; Wimmer, Andreas; Perko, Roland
GPU - accelerated high quality semi-global stereo matching
Digital
2014

GPU accelerated high quality semiglobal stereo matching

Authors Hermann Fuerntratt and Hannes Fassold and Jakub Rosner and Andreas Wimmer and Roland Perko
GPU accelerated high quality semiglobal stereo matching
Digital
2013

A Perceptual Image Sharpness Metric Based on Local Edge Gradient Analysis

Authors Feichtenhofer, Christoph; Fassold, Hannes; Schallauer, Peter
A Perceptual Image Sharpness Metric Based on Local Edge Gradient Analysis
Digital
2013

GPU-accelerated SIFT descriptor matching

Authors Fuerntratt, Hermann; Rosner, Jakub; Stiegler, Harald; Fassold, Hannes
GPU-accelerated SIFT descriptor matching
Digital
2013

Improving Preservation and Access Processes of Audiovisual Media by Content-based Quality Assessment

Authors Schallauer, Peter; Fassold, Hannes; Hofmann, Albert; Bailer, Werner; Wechtitsch, Stefanie
Improving Preservation and Access Processes of Audiovisual Media by Content-based Quality Assessment
Digital
2013

GPU accelerated SIFT descriptor matching

Authors Hermann Fuerntratt and Jakub Rosner and Harald Stiegler and Hannes Fassold
GPU accelerated SIFT descriptor matching
Digital
2012

Automated Visual Quality Analysis for Media Production

Authors Fassold, Hannes; Wechtitsch, Stefanie; Hofmann, Albert; Bailer, Werner; Schallauer, Peter; Borgotallo, Roberto; Messina, Alberto; Liu, Mohan; Ndjiki-Nya, Patrick; Altendorf, Peter
Automated Visual Quality Analysis for Media Production
Digital
2012

Real-time video breakup detection for multiple HD video streams on a single GPU

Authors Rosner, Jakub; Fassold, Hannes; Winter, Martin; Schallauer, Peter
Real-time video breakup detection for multiple HD video streams on a single GPU
Digital
2012

Robust Detection of Single-frame Defects in Archived Film

Authors Wechtitsch, Stefanie; Fassold, Hannes; Schallauer, Peter
Robust Detection of Single-frame Defects in Archived Film
Digital
2011

Innovative Tools for 3D Cinema Production

Authors Bailer, Werner; Fassold, Hannes; Rosner, Jakub; Thallinger, Georg
Innovative Tools for 3D Cinema Production
Digital
2011

Real-time person tracking in high-resolution panoramic video for automated broadcast production

Authors Kaiser, Rene; Thaler, Marcus; Kriechbaum, Andreas; Fassold, Hannes; Bailer, Werner; Rosner, Jakub
Real-time person tracking in high-resolution panoramic video for automated broadcast production
Digital
2010

Tracking and Clustering Salient Features in Image Sequences

Authors Bailer, Werner; Fassold, Hannes; Lee, Felix; Rosner, Jakub
Tracking and Clustering Salient Features in Image Sequences
Digital
2010

Fast GPU-based image warping and inpainting for frame interpolation

Authors Rosner, Jakub; Fassold, Hannes; Schallauer, Peter; Bailer, Werner
Fast GPU-based image warping and inpainting for frame interpolation
Digital
2010

Efficient Video Breakup Detection and Verification

Authors Winter, Martin; Schallauer, Peter; Hofmann, Albert; Fassold, Hannes
Efficient Video Breakup Detection and Verification
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JOANNEUM RESEARCH provides innovation and technology services in the field of applied research. As a research company working on behalf of various federal provinces and regions in Austria, our expertise shapes the development of our modern society and economy – sustainably, and always with a focus on people. As a multidisciplinary team working in a flexible set-up that fosters innovation, we always live up to the highest social and scientific standards.

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