Infrared thermography: An approach for iron ore gradation

•IR thermography based non-invasive technique for gradation of iron ore.•Categorization of iron ores from different mines as high-, medium- and low-grade.•Alternative for present process of ore gradation by sampling and chemical analysis.•Real time analysis of feed grade to plant operators.•Faster decision making for effective blend planning in beneficiation plants.