Learning temporal relations from semantic neighbors for acoustic scene classification

L Zhang, J Han, Z Shi - IEEE Signal Processing Letters, 2020 - ieeexplore.ieee.org
… learning temporal relations. In this letter, we attempt to capture the temporal relations between
… end-to-end CNN-based framework, thus the temporal relations and the high-level feature …

[PDF][PDF] ATReSN-Net: Capturing Attentive Temporal Relations in Semantic Neighborhood for Acoustic Scene Classification.

L Zhang, J Han, Z Shi - Interspeech, 2020 - isca-archive.org
… However, for each feature point, the temporal relations within its … To better exploit the temporal
relations in the semantic … the temporal relations that would benefit the classification, and …

Scene modelling and classification using learned spatial relations

HM Dee, DC Hogg, AG Cohn - … Conference, COSIT 2009 Aber Wrac'h …, 2009 - Springer
… of temporal variation within the scenes; the work described here essentially integrates all
motion observed within the time frame of the video and does not attempt to model any temporal

Multi-temporal resolution convolutional neural networks for acoustic scene classification

A Schindler, T Lidy, A Rauber - arXiv preprint arXiv:1811.04419, 2018 - arxiv.org
… Finally, the representations of the different temporal … the relationships between them to predict
the acoustic scenes … ×10 to capture frequency and temporal relationships. To retain these …

Multi-temporal scene classification and scene change detection with correlation based fusion

L Ru, B Du, C Wu - IEEE Transactions on Image Processing, 2020 - ieeexplore.ieee.org
… multi-temporal scene classification and scene change detection for bi-temporal remote …
CorrFusionNet starts with extracting deep latent feature representations of bi-temporal input …

Long-short-term features for dynamic scene classification

Y Huang, X Cao, Q Wang, B Zhang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… lies in jointly characterizing spatial appearance and temporal … and temporal features for
dynamic scene representation. … long term temporal relationships in human action recognition…

A generalized temporal context model for semantic scene classification

M Boutell, J Luo - 2004 Conference on Computer Vision and …, 2004 - ieeexplore.ieee.org
… Transition probabilities govern the strength of class relationships between neighboring
images. However, an integral part of this work rests on the following observation: …

Dynamic scene understanding using temporal association rules

AM Talha, IN Junejo - Image and Vision Computing, 2014 - Elsevier
… the temporal scene behavior. Behavior in our context explains the way an object acts in relation
to the other objects in the scene… An event in the scene may have a temporal relation with …

What are they doing?: Collective activity classification using spatio-temporal relationship among people

W Choi, K Shahid, S Savarese - 2009 IEEE 12th international …, 2009 - ieeexplore.ieee.org
… of a human in the scene is recognized in… same scene. Our work introduces a new paradigm
where actions are recognized in relationship with what other humans are doing in the scene. …

Relation-attention networks for remote sensing scene classification

X Wang, L Duan, C Ning, H Zhou - IEEE Journal of Selected …, 2021 - ieeexplore.ieee.org
Relation-Attention First, to better explain the effects of the proposed relationattention on RS
scene classification… technique to visualize the regions that our relation-attention focuses on. …