Alexandre X. Falcão

The image foresting transform: theory, algorithms, and applications

Alexandre X. Falcão, Jorge Stolfi, Roberto Lotufo · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004 · 610 citations

Engineering, Machine Learning, Network Analysis +21

User-Steered Image Segmentation Paradigms: Live Wire and Live Lane

Alexandre X. Falcão, Jayaram K. Udupa, Supun Samarasekera et al. · Graphical Models and Image Processing · 1998 · 484 citations · Full text

Engineering, Feature Detection, Segmentation Research +16

Supervised pattern classification based on optimum‐path forest

João Paulo Papa, Alexandre X. Falcão, Celso Tetsuo Nagase Suzuki · International Journal of Imaging Systems and Technology · 2009 · 356 citations

Artificial Intelligence, Engineering, Machine Learning +18

Federated learning enables big data for rare cancer boundary detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards et al. · Nature Communications · 2022 · 306 citations · Full text

A compact and efficient image retrieval approach based on border/interior pixel classification

Renato O. Stehling, Mário A. Nascimento, Alexandre X. Falcão · 2002 · 303 citations

Engineering, Feature Detection, Image Retrieval +18