Recognizing food places in egocentric photo-streams using multi-scale atrous convolutional networks and self-attention mechanism.

Sarker, Md. Mostafa Kamal; Rashwan, Hatem A.; Akram, Farhan; Talavera, Estefania; Banu, Syeda Furruka; Radeva, Petia; Puig, Domenec

doi:10.1109/ACCESS.2019.2902225

All Outputs (3)

Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network. (2019)
Journal Article
SINGH, V.K., RASHWAN, H.A., ROMANI, S., AKRAM, F., PANDEY, N., SARKER, M.M.K., SALEH, A., ARENAS, M., ARQUEZ, M., PUIG, D. and TORRENTS-BARRENA, J. 2020. Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network. Expert systems with applications [online], 139, article number 112855. Available from: https://doi.org/10.1016/j.eswa.2019.112855

Mammogram inspection in search of breast tumors is a tough assignment that radiologists must carry out frequently. Therefore, image analysis methods are needed for the detection and delineation of breast tumors, which portray crucial morphological in... Read More about Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network..

Hierarchical approach to classify food scenes in egocentric photo-streams. (2019)
Journal Article
MARTINEZ, E.T., LEYVA-VALLINA, M., SARKER, M.M.K., PUIG, D., PETKOV, N. and RADEVA, P. 2020. Hierarchical approach to classify food scenes in egocentric photo-streams. IEEE journal of biomedical and health informatics [online], 24(3), pages 866-877. Available from: https://doi.org/10.1109/JBHI.2019.2922390

Recent studies have shown that the environment where people eat can affect their nutritional behavior. In this paper, we provide automatic tools for personalized analysis of a person's health habits by the examination of daily recorded egocentric pho... Read More about Hierarchical approach to classify food scenes in egocentric photo-streams..

Recognizing food places in egocentric photo-streams using multi-scale atrous convolutional networks and self-attention mechanism. (2019)
Journal Article
SARKER, M.M.K., RASHWAN, H.A., AKRAM, F., TALAVERA, E., BANU, S.F., RADEVA, P. and PUIG, D. 2019. Recognizing food places in egocentric photo-streams using multi-scale atrous convolutional networks and self-attention mechanism. IEEE access [online], 7, pages 39069-39082. Available from: https://doi.org/10.1109/ACCESS.2019.2902225

Wearable sensors (e.g., lifelogging cameras) represent very useful tools to monitor people's daily habits and lifestyle. Wearable cameras are able to continuously capture different moments of the day of their wearers, their environment, and interacti... Read More about Recognizing food places in egocentric photo-streams using multi-scale atrous convolutional networks and self-attention mechanism..