Hannes Fassold

According to our database, Hannes Fassold authored at least 37 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Scalable bio-inspired training of Deep Neural Networks with FastHebb.

Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Hannes Fassold, Giuseppe Amato

Neurocomputing, 2024

Porting Large Language Models to Mobile Devices for Question Answering.

Hannes Fassold

CoRR, 2024

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

Werner Bailer, Mihai Dogariu, Bogdan Ionescu, Hannes Fassold

Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

2023

A survey of manifold learning and its applications for multimedia.

Hannes Fassold

CoRR, 2023

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

Hannes Fassold

CoRR, 2023

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

Hannes Fassold, Karlheinz Gutjahr, Anna Weber, Roland Perko

CoRR, 2023

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

Werner Bailer, Hannes Fassold

Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

2022

AdaFamily: A family of Adam-like adaptive gradient methods.

Hannes Fassold

CoRR, 2022

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

Gabriele Lagani, Claudio Gennaro, Hannes Fassold, Giuseppe Amato

Proceedings of the Similarity Search and Applications - 15th International Conference, 2022

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

Hannes Fassold

Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2022

A Qualitative Investigation of Optical Flow Algorithms for Video Denoising.

Hannes Fassold

Proceedings of the Future Technologies Conference, 2022

Few-shot Object Detection as a Semi-supervised Learning Problem.

Werner Bailer, Hannes Fassold

Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022

2021

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

Hannes Fassold

CoRR, 2021

Hyper360 - a Next Generation Toolset for Immersive Media.

Hannes Fassold, Antonis Karakottas, Dorothea Tsatsou, Dimitrios Zarpalas, Barnabás Takács, Christian Fuhrhop, Angelo Manfredi, Nicolas Patz, Simona Tonoli, Iana Dulskaia

CoRR, 2021

Detecting speaking persons in video.

Hannes Fassold

Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

2020

Automatic cinematography for 360 video.

Hannes Fassold

CoRR, 2020

The Hyper360 Toolset For Enriched 360° Video.

Hannes Fassold, Antonis Karakottas, Dorothea Tsatsou, Dimitrios Zarpalas, Barnabás Takács, Christian Fuhrhop, Angelo Manfredi, Nicolas Patz, Simona Tonoli, Iana Dulskaia

Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

2019

Towards Automatic Cinematography and Annotation for 360° Video.

Hannes Fassold, Barnabás Takács

Proceedings of the 2019 ACM International Conference on Interactive Experiences for TV and Online Video, 2019

Adapting Computer Vision Algorithms for Omnidirectional Video.

Hannes Fassold

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Automatic Camera Path Generation from 360 ^\circ Video.

Hannes Fassold

Proceedings of the Advances in Visual Computing, 2019

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

Hannes Fassold, Ridouane Ghermi

Proceedings of the IEEE International Symposium on Multimedia, 2019

Resource-Efficient Object Detection by Sharing Backbone CNNs.

Werner Bailer, Hannes Fassold

Proceedings of the IEEE International Symposium on Multimedia, 2019

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

Hannes Fassold, Stefanie Wechtitsch

Proceedings of the 27th European Signal Processing Conference, 2019

2016

Quality Analysis on Mobile Devices for Real-Time Feedback.

Stefanie Wechtitsch, Hannes Fassold, Marcus Thaler, Krzysztof Kozlowski, Werner Bailer

Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

2015

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

Hannes Fassold, Jakub Rosner

Proceedings of the Real-Time Image and Video Processing 2015, 2015

A hybrid wavelet and temporal fusion algorithm for film and video denoising.

Hannes Fassold, Peter Schallauer

Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Real-time video quality analysis on mobile devices.

Hannes Fassold, Stefanie Wechtitsch, Marcus Thaler, Krzysztof Kozlowski, Werner Bailer

Proceedings of the 7th ACM International Workshop on Mobile Video, 2015

JRS at Synchronization of Multi-user Event Media Task.

Hannes Fassold, Harald Stiegler, Felix Lee, Werner Bailer

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

A GPU-accelerated two stage visual matching pipeline for image and video retrieval.

Hannes Fassold, Harald Stiegler, Jakub Rosner, Marcus Thaler, Werner Bailer

Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015

2013

A Perceptual Image Sharpness Metric Based on Local Edge Gradient Analysis.

Christoph Feichtenhofer, Hannes Fassold, Peter Schallauer

IEEE Signal Process. Lett., 2013

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

Peter Schallauer, Hannes Fassold, Albert Hofmann, Werner Bailer, Stefanie Wechtitsch

Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

2012

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

Jakub Rosner, Hannes Fassold, Martin Winter, Peter Schallauer

Proceedings of the Real-Time Image and Video Processing 2012, 2012

Automated Visual Quality Analysis for Media Production.

Hannes Fassold, Stefanie Wechtitsch, Albert Hofmann, Werner Bailer, Peter Schallauer, Roberto Borgotallo, Alberto Messina, Mohan Liu, Patrick Ndjiki-Nya, Peter Altendorf

Proceedings of the 2012 IEEE International Symposium on Multimedia, 2012

Robust detection of single-frame defects in archived film.

Stefanie Wechtitsch, Hannes Fassold, Peter Schallauer

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

Real-time Person Tracking in High-resolution Panoramic Video for Automated Broadcast Production.

Rene Kaiser, Marcus Thaler, Andreas Kriechbaum, Hannes Fassold, Werner Bailer, Jakub Rosner

Proceedings of the Conference for Visual Media Production, 2011

2010

Efficient video breakup detection and verification.

Martin Winter, Peter Schallauer, Albert Hofmann, Hannes Fassold

Proceedings of the 3rd International Workshop on Automated Information Extraction in Media Production, 2010

2009

Automatic freeze frame detection for video preservation.

Peter Schallauer, Hannes Fassold, Martin Winter, Werner Bailer

Proceedings of the International Conference on Image Processing, 2009