no code implementations • 20 Sep 2023 • Samuel Felipe dos Santos, Rodrigo Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
Nevertheless, the models are usually larger than the baseline for a single domain.
no code implementations • 20 Sep 2023 • Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida
In this paper, we propose a further study of the computational cost of deep models designed for the frequency domain, evaluating the cost of decoding and passing the images through the network.
no code implementations • 14 Oct 2022 • Samuel Felipe dos Santos, Rodrigo Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
Nevertheless, the models are usually larger than the baseline for a single domain.
no code implementations • 1 Apr 2021 • Samuel Felipe dos Santos, Jurandy Almeida
Most image data available are often stored in a compressed format, from which JPEG is the most widespread.
no code implementations • 26 Dec 2020 • Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida
In this paper, we propose a further study of the computational cost of deep models designed for the frequency domain, evaluating the cost of decoding and passing the images through the network.
no code implementations • 26 Dec 2020 • Samuel Felipe dos Santos, Jurandy Almeida
For this reason, a preliminary decoding process is required, since video data are often stored in a compressed format.