Laura Elena Cué La Rosa

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 7

Top Topics

Convolutional Network

Partially Supervised

Fusion Strategies

Hyperspectral Imagery

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Laura Elena Cué La Rosa, Dário Augusto Borges Oliveira, Pedram Ghamisi
Learning Crop-Type Mapping From Regional Label Proportions in Large-Scale SAR and Optical Imagery. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Laura Elena Cué La Rosa, Dário Augusto Borges Oliveira
Learning from Label Proportions with Prototypical Contrastive Clustering. AAAI (2022)
Laura Elena Cué La Rosa, Dário A. B. Oliveira, Maciel Zortea, Bruno Holtz Gemignani, Raul Queiroz Feitosa
Learning Geometric Features for Improving the Automatic Detection of Citrus Plantation Rows in UAV Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Laura Elena Cué La Rosa, Dário Augusto Borges Oliveira, Samuel T. Thiele, Pedram Ghamisi, Richard Gloaguen
Weak-Supervision Based on Label Proportions for Earth Observation Applications from Optical and Hyperspectral Imagery. CDCEO@IJCAI (2022)
Daliana Lobo Torres, Laura Elena Cué La Rosa, D. A. B. Oliveira, Raul Queiroz Feitosa
Evaluation of Unsupervised Deep Clustering Methods for Crop Classification Using SAR Image Sequences. IGARSS (2021)
Laura Elena Cué La Rosa, Dário A. B. Oliveira, Raul Queiroz Feitosa
Investigating Fusion Strategies on Encoder-Decoder Networks for Crop Segmentation Using SAR and Optical Image Sequences. IGARSS (2021)
Laura Elena Cué La Rosa, Camile Sothe, Raul Queiroz Feitosa, Cláudia Maria de Almeida, Marcos Benedito Schimalski, Dário Augusto Borges Oliveira
Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data. CoRR (2021)