Joana Konadu Owusu

Object Counting Across Modalities: Taxonomies, Benchmarks, Applications, and Open Challenges

Object-counting methods have rapidly shifted from class-specific density regression to open-vocabulary, foundation-model-backed counters. These methods now enumerate instances from various visual and textual prompts. While this shift marks major conceptual progress, our survey argues that claims of universal generality...