Feb/March_AMP_Digital

34 ASM NEWS The latest news about ASM members, chapters, events, awards, conferences, affiliates, and other Society activities. COMPUTER VISION AND MACHING LEARNING TO QUANTIFY MICROSTRUCTURE Elizabeth A. Holm, Ryan Cohn, Nan Gao, Andrew R. Kitahara, Bo Lei, Srujana Rao Yarasi, and Thomas P. Matson Computer vision and machine learning systems for microstructural characterization and analysis are used for a variety of image analysis tasks, including image classification, semantic segmentation, object detection, and instance segmentation. 13 A D V A N C E D M A T E R I A L S & P R O C E S S E S | F E B R U A R Y / M A R C H 2 0 2 1 2 In this tiled image, an ultrahigh carbon steel micro- structure with three carbide morphologies is segment- ed into spheroidite (green), Widmanstatten carbide (magenta), network carbide (teal), and ferrite (dark blue) using computer vision and machine learning. Courtesy of CMU HolmGroup. On the Cover: 40 GEORGE DIETER REMEMBERED ASM members share tributes to Dr. George E. Dieter, Jr., FASM, 1928-2020. 27 TECHNICAL SPOTLIGHT ADVANCED ICP-OES FOR RARE EARTH ELEMENT DETECTION The latest advancements in ICP-OES systems are changing the landscape for rare earth element analysis.