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ORCIDHannes Fassold
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2020 – today
- 2024
[j2]Gabriele Lagani
, Fabrizio Falchi, Claudio Gennaro, Hannes Fassold, Giuseppe Amato:
Scalable bio-inspired training of Deep Neural Networks with FastHebb. Neurocomputing 595: 127867 (2024)- [c27]Werner Bailer, Mihai Dogariu, Bogdan Ionescu, Hannes Fassold:
Few-Shot Object Detection as a Service: Facilitating Training and Deployment for Domain Experts. MMM (4) 2024: 288-294 - [i14]Hannes Fassold:
Porting Large Language Models to Mobile Devices for Question Answering. CoRR abs/2404.15851 (2024) - 2023
- [c26]Werner Bailer, Hannes Fassold:
People@Places and ToDY: Two Datasets for Scene Classification in Media Production and Archiving. MMM (1) 2023: 489-501 - [i13]Hannes Fassold, Karlheinz Gutjahr, Anna Weber, Roland Perko:
A real-time algorithm for human action recognition in RGB and thermal video. CoRR abs/2304.01567 (2023) - [i12]Hannes Fassold:
Do the Frankenstein, or how to achieve better out-of-distribution performance with manifold mixing model soup. CoRR abs/2309.08610 (2023) - [i11]Hannes Fassold:
A survey of manifold learning and its applications for multimedia. CoRR abs/2310.12986 (2023) - 2022
- [c25]Werner Bailer, Hannes Fassold:
Few-shot Object Detection as a Semi-supervised Learning Problem. CBMI 2022: 131-135 - [c24]Hannes Fassold:
A Qualitative Investigation of Optical Flow Algorithms for Video Denoising. FTC (2) 2022: 765-775 - [c23]Hannes Fassold:
Detic-Track: Robust Detection and Tracking of Objects in Video. ICME Workshops 2022: 1 - [c22]Gabriele Lagani, Claudio Gennaro, Hannes Fassold, Giuseppe Amato:
FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level. SISAP 2022: 251-264 - [i10]Hannes Fassold:
AdaFamily: A family of Adam-like adaptive gradient methods. CoRR abs/2203.01603 (2022) - [i9]Hannes Fassold:
A qualitative investigation of optical flow algorithms for video denoising. CoRR abs/2204.08791 (2022) - [i8]Gabriele Lagani, Claudio Gennaro, Hannes Fassold, Giuseppe Amato:
FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level. CoRR abs/2207.03172 (2022) - 2021
- [c21]Hannes Fassold:
Detecting speaking persons in video. MMSP 2021: 1 - [i7]Hannes Fassold, Antonis Karakottas, Dorothea Tsatsou, Dimitrios Zarpalas, Barnabás Takács, Christian Fuhrhop, Angelo Manfredi, Nicolas Patz, Simona Tonoli, Iana Dulskaia:
Hyper360 - a Next Generation Toolset for Immersive Media. CoRR abs/2108.00430 (2021) - [i6]Hannes Fassold:
Some like it tough: Improving model generalization via progressively increasing the training difficulty. CoRR abs/2110.13058 (2021) - [i5]Hannes Fassold:
Detecting speaking persons in video. CoRR abs/2110.13806 (2021) - 2020
- [c20]Hannes Fassold, Antonis Karakottas, Dorothea Tsatsou, Dimitrios Zarpalas, Barnabás Takács, Christian Fuhrhop, Angelo Manfredi, Nicolas Patz, Simona Tonoli, Iana Dulskaia:
The Hyper360 Toolset For Enriched 360° Video. ICME Workshops 2020: 1-4 - [i4]Hannes Fassold, Antonis Karakottas, Dorothea Tsatsou, Dimitrios Zarpalas, Barnabás Takács, Christian Fuhrhop, Angelo Manfredi, Nicolas Patz, Simona Tonoli, Iana Dulskaia:
The Hyper360 toolset for enriched 360° video. CoRR abs/2005.06944 (2020) - [i3]Hannes Fassold:
Automatic cinematography for 360 video. CoRR abs/2009.05388 (2020)
2010 – 2019
- 2019
- [c19]Hannes Fassold, Stefanie Wechtitsch:
A Localized No-Reference Blurriness Measure for Omnidirectional Images and Video. EUSIPCO 2019: 1-5 - [c18]Werner Bailer, Hannes Fassold:
Resource-Efficient Object Detection by Sharing Backbone CNNs. ISM 2019: 196-199 - [c17]Hannes Fassold, Ridouane Ghermi:
OmniTrack: Real-Time Detection and Tracking of Objects, Text and Logos in Video. ISM 2019: 245-246 - [c16]Hannes Fassold:
Automatic Camera Path Generation from 360 ^\circ Video. ISVC (1) 2019: 505-514 - [c15]Hannes Fassold:
Adapting Computer Vision Algorithms for Omnidirectional Video. ACM Multimedia 2019: 1026-1028 - [c14]Hannes Fassold, Barnabás Takács:
Towards Automatic Cinematography and Annotation for 360° Video. TVX 2019: 157-166 - [i2]Hannes Fassold:
Adapting Computer Vision Algorithms for Omnidirectional Video. CoRR abs/1907.09233 (2019) - [i1]Hannes Fassold, Ridouane Ghermi:
OmniTrack: Real-time detection and tracking of objects, text and logos in video. CoRR abs/1910.06017 (2019) - 2016
- [c13]Stefanie Wechtitsch, Hannes Fassold, Marcus Thaler, Krzysztof Kozlowski, Werner Bailer:
Quality Analysis on Mobile Devices for Real-Time Feedback. MMM (1) 2016: 359-369 - 2015
- [c12]Hannes Fassold, Harald Stiegler, Jakub Rosner, Marcus Thaler, Werner Bailer:
A GPU-accelerated two stage visual matching pipeline for image and video retrieval. CBMI 2015: 1-5 - [c11]Hannes Fassold, Harald Stiegler, Felix Lee, Werner Bailer:
JRS at Synchronization of Multi-user Event Media Task. MediaEval 2015 - [c10]Hannes Fassold, Stefanie Wechtitsch, Marcus Thaler, Krzysztof Kozlowski, Werner Bailer:
Real-time video quality analysis on mobile devices. MoVid@MMSys 2015: 23-24 - [c9]Hannes Fassold, Peter Schallauer:
A hybrid wavelet and temporal fusion algorithm for film and video denoising. MVA 2015: 275-278 - [c8]Hannes Fassold, Jakub Rosner:
A real-time GPU implementation of the SIFT algorithm for large-scale video analysis tasks. Real-Time Image and Video Processing 2015: 940007 - 2013
- [j1]Christoph Feichtenhofer, Hannes Fassold, Peter Schallauer:
A Perceptual Image Sharpness Metric Based on Local Edge Gradient Analysis. IEEE Signal Process. Lett. 20(4): 379-382 (2013) - [c7]Peter Schallauer, Hannes Fassold, Albert Hofmann, Werner Bailer, Stefanie Wechtitsch:
Improving Preservation and Access Processes of Audiovisual Media by Content-Based Quality Assessment. MMM (2) 2013: 385-394 - 2012
- [c6]Stefanie Wechtitsch, Hannes Fassold, Peter Schallauer:
Robust detection of single-frame defects in archived film. ICPR 2012: 2647-2650 - [c5]Hannes Fassold, Stefanie Wechtitsch, Albert Hofmann, Werner Bailer, Peter Schallauer, Roberto Borgotallo, Alberto Messina, Mohan Liu, Patrick Ndjiki-Nya, Peter Altendorf:
Automated Visual Quality Analysis for Media Production. ISM 2012: 394-400 - [c4]Jakub Rosner, Hannes Fassold, Martin Winter, Peter Schallauer:
Real-time video breakup detection for multiple HD video streams on a single GPU. Real-Time Image and Video Processing 2012: 84370B - 2011
- [c3]Rene Kaiser, Marcus Thaler, Andreas Kriechbaum, Hannes Fassold, Werner Bailer, Jakub Rosner:
Real-time Person Tracking in High-resolution Panoramic Video for Automated Broadcast Production. CVMP 2011: 21-29 - 2010
- [c2]Martin Winter, Peter Schallauer, Albert Hofmann, Hannes Fassold:
Efficient video breakup detection and verification. AIEMPro @ ACM Multimedia 2010: 63-68
2000 – 2009
- 2009
- [c1]Peter Schallauer, Hannes Fassold, Martin Winter, Werner Bailer:
Automatic freeze frame detection for video preservation. ICIP 2009: 81-84
Coauthor Index
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