1 code implementation • 11 Feb 2024 • Leandro A. Passos, Douglas Rodrigues, Danilo Jodas, Kelton A. P. Costa, Ahsan Adeel, João Paulo Papa
This paper presents BioNeRF, a biologically plausible architecture that models scenes in a 3D representation and synthesizes new views through radiance fields.
1 code implementation • 31 Jan 2023 • Luiz C. F. Ribeiro, Mateus Roder, Gustavo H. de Rosa, Leandro A. Passos, João P. Papa
The continuous computational power growth in the last decades has made solving several optimization problems significant to humankind a tractable task; however, tackling some of them remains a challenge due to the overwhelming amount of candidate solutions to be evaluated, even by using sophisticated algorithms.
no code implementations • 20 Dec 2022 • Daniel F. S. Santos, Rafael G. Pires, Leandro A. Passos, João P. Papa
Research on remote sensing image classification significantly impacts essential human routine tasks such as urban planning and agriculture.
no code implementations • 5 Dec 2022 • Lucas Biaggi, João P. Papa, Kelton A. P Costa, Danillo R. Pereira, Leandro A. Passos
Identifying anomalies has become one of the primary strategies towards security and protection procedures in computer networks.
no code implementations • 30 Nov 2022 • Mateus Roder, Jurandy Almeida, Gustavo H. de Rosa, Leandro A. Passos, André L. D. Rossi, João P. Papa
In the last decade, exponential data growth supplied machine learning-based algorithms' capacity and enabled their usage in daily-life activities.
no code implementations • 26 Sep 2022 • Talita A. Pereira, Regina C. Popim, Leandro A. Passos, Danillo R. Pereira, Clayton R. Pereira, João P. Papa
Complex wounds usually face partial or total loss of skin thickness, healing by secondary intention.
no code implementations • 7 Sep 2022 • Mohsin Raza, Leandro A. Passos, Ahmed Khubaib, Ahsan Adeel
This paper proposes the MBURST, a novel multimodal solution for audio-visual speech enhancements that consider the most recent neurological discoveries regarding pyramidal cells of the prefrontal cortex and other brain regions.
no code implementations • 6 Jun 2022 • Leandro A. Passos, João Paulo Papa, Amir Hussain, Ahsan Adeel
Despite the recent success of machine learning algorithms, most models face drawbacks when considering more complex tasks requiring interaction between different sources, such as multimodal input data and logical time sequences.
no code implementations • 13 Apr 2022 • Renato W. R. de Souza, João V. C. de Oliveira, Leandro A. Passos, Weiping Ding, João P. Papa, Victor Hugo C. de Albuquerque
In the past decades, fuzzy logic has played an essential role in many research areas.
2 code implementations • 25 Mar 2022 • Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kumar
We employed the STARE dataset for external validation, ensuring a comprehensive assessment of the proposed approach.
no code implementations • 5 Mar 2022 • Claudio Filipi Goncalves do Santos, Mateus Roder, Leandro A. Passos, João P. Papa
In the last decade, exponential data growth supplied the machine learning-based algorithms' capacity and enabled their usage in daily life activities.
no code implementations • 12 Feb 2022 • Leandro A. Passos, Danilo Jodas, Kelton A. P. da Costa, Luis A. Souza Júnior, Douglas Rodrigues, Javier Del Ser, David Camacho, João Paulo Papa
Recent advancements in deep learning generative models have raised concerns as they can create highly convincing counterfeit images and videos.
no code implementations • 10 Jan 2022 • Claudio Filipi Gonçalves dos Santos, Diego de Souza Oliveira, Leandro A. Passos, Rafael Gonçalves Pires, Daniel Felipe Silva Santos, Lucas Pascotti Valem, Thierry P. Moreira, Marcos Cleison S. Santana, Mateus Roder, João Paulo Papa, Danilo Colombo
In general, biometry-based control systems may not rely on individual expected behavior or cooperation to operate appropriately.
no code implementations • 17 Jan 2021 • Mateus Roder, Leandro A. Passos, Luiz Carlos Felix Ribeiro, Clayton Pereira, João Paulo Papa
With the advent of deep learning, the number of works proposing new methods or improving existent ones has grown exponentially in the last years.
no code implementations • 17 Jan 2021 • Mateus Roder, Leandro A. Passos, Luiz Carlos Felix Ribeiro, Barbara Caroline Benato, Alexandre Xavier Falcão, João Paulo Papa
Currently, approximately $4$ billion people are infected by intestinal parasites worldwide.