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Journal Articles
- 2022
[j2]Ylva Jansson
, Tony Lindeberg:
Scale-Invariant Scale-Channel Networks: Deep Networks That Generalise to Previously Unseen Scales. J. Math. Imaging Vis. 64(5): 506-536 (2022)- 2018
- [j1]Ylva Jansson, Tony Lindeberg:
Dynamic Texture Recognition Using Time-Causal and Time-Recursive Spatio-Temporal Receptive Fields. J. Math. Imaging Vis. 60(9): 1369-1398 (2018)
Conference and Workshop Papers
- 2020
- [c3]Ylva Jansson, Tony Lindeberg:
Exploring the ability of CNN s to generalise to previously unseen scales over wide scale ranges. ICPR 2020: 1181-1188 - [c2]Lukas Finnveden, Ylva Jansson, Tony Lindeberg:
Understanding when spatial transformer networks do not support invariance, and what to do about it. ICPR 2020: 3427-3434 - 2017
- [c1]Ylva Jansson, Tony Lindeberg:
Dynamic Texture Recognition Using Time-Causal Spatio-Temporal Scale-Space Filters. SSVM 2017: 16-28
Informal and Other Publications
- 2021
- [i6]Ylva Jansson, Tony Lindeberg:
Scale-invariant scale-channel networks: Deep networks that generalise to previously unseen scales. CoRR abs/2106.06418 (2021) - 2020
- [i5]Lukas Finnveden, Ylva Jansson, Tony Lindeberg:
The problems with using STNs to align CNN feature maps. CoRR abs/2001.05858 (2020) - [i4]Ylva Jansson, Tony Lindeberg:
Exploring the ability of CNNs to generalise to previously unseen scales over wide scale ranges. CoRR abs/2004.01536 (2020) - [i3]Lukas Finnveden, Ylva Jansson, Tony Lindeberg:
Understanding when spatial transformer networks do not support invariance, and what to do about it. CoRR abs/2004.11678 (2020) - [i2]Ylva Jansson, Maksim Maydanskiy, Lukas Finnveden, Tony Lindeberg:
Inability of spatial transformations of CNN feature maps to support invariant recognition. CoRR abs/2004.14716 (2020) - 2017
- [i1]Ylva Jansson, Tony Lindeberg:
Dynamic texture recognition using time-causal and time-recursive spatio-temporal receptive fields. CoRR abs/1710.04842 (2017)
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