Roser Matamala

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 8

Top Topics

Multiple Instance Learning

Top Venues

Comput. Electron. Agric.

Mach. Vis. Appl.

Publications

Srinivasa Balivada, Gregory Grant, Xufeng Zhang, Monisha Ghosh, Supratik Guha, Roser Matamala
A Wireless Underground Sensor Network Field Pilot for Agriculture and Ecology: Soil Moisture Mapping Using Signal Attenuation. Sensors 22 (10) (2022)
Weihuang Xu, Guohao Yu, Yiming Cui, Romain Gloaguen, Alina Zare, Jason Bonnette, Joel Reyes-Cabrera, Ashish Rajurkar, Diane Rowland, Roser Matamala, Julie D. Jastrow, Thomas E. Juenger, Felix B. Fritschi
PRMI: A Dataset of Minirhizotron Images for Diverse Plant Root Study. CoRR (2022)
Guohao Yu, Alina Zare, Weihuang Xu, Roser Matamala, Joel Reyes-Cabrera, Felix B. Fritschi, Thomas E. Juenger
Weakly Supervised Minirhizotron Image Segmentation with MIL-CAM. CoRR (2020)
Guohao Yu, Alina Zare, Weihuang Xu, Roser Matamala, Joel Reyes-Cabrera, Felix B. Fritschi, Thomas E. Juenger
Weakly Supervised Minirhizotron Image Segmentation with MIL-CAM. ECCV Workshops (6) (2020)
Guohao Yu, Alina Zare, Hudanyun Sheng, Roser Matamala, Joel Reyes-Cabrera, Felix B. Fritschi, Thomas E. Juenger
Root identification in minirhizotron imagery with multiple instance learning. Mach. Vis. Appl. 31 (6) (2020)
Weihuang Xu, Guohao Yu, Alina Zare, Brendan Zurweller, Diane Rowland, Joel Reyes-Cabrera, Felix B. Fritschi, Roser Matamala, Thomas E. Juenger
Overcoming small minirhizotron datasets using transfer learning. Comput. Electron. Agric. 175 (2020)
Guohao Yu, Alina Zare, Hudanyun Sheng, Roser Matamala, Joel Reyes-Cabrera, Felix B. Fritschi, Thomas E. Juenger
Root Identification in Minirhizotron Imagery with Multiple Instance Learning. CoRR (2019)
Weihuang Xu, Guohao Yu, Alina Zare, Brendan Zurweller, Diane Rowland, Joel Reyes-Cabrera, Felix B. Fritschi, Roser Matamala, Thomas E. Juenger
Overcoming Small Minirhizotron Datasets Using Transfer Learning. CoRR (2019)