Search Results for author: Slobodan Djukanović

Found 3 papers, 0 papers with code

A dataset for audio-video based vehicle speed estimation

no code implementations3 Dec 2022 Slobodan Djukanović, Nikola Bulatović, Ivana Čavor

The dataset is fully available and intended as a public benchmark to facilitate research in audio-video vehicle speed estimation.

Vehicle Speed Estimation

Robust Audio-Based Vehicle Counting in Low-to-Moderate Traffic Flow

no code implementations22 Oct 2020 Slobodan Djukanović, Jiři Matas, Tuomas Virtanen

The method is trained and tested on a traffic-monitoring dataset comprising $422$ short, $20$-second one-channel sound files with a total of $ 1421 $ vehicles passing by the microphone.

regression

Neural Network-based Acoustic Vehicle Counting

no code implementations22 Oct 2020 Slobodan Djukanović, Yash Patel, Jiři Matas, Tuomas Virtanen

This distance is predicted from audio using a two-stage (coarse-fine) regression, with both stages realised via neural networks (NNs).

Distance regression regression

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