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Michael P. Pound

2 accepted papers

2025

T2ICount: Enhancing Cross-modal Understanding for Zero-Shot Counting

CVPR 2025highlight

Zero-shot object counting aims to count instances of arbitrary object categories specified by text descriptions. Existing methods typically rely on vision-language models like CLIP, but often exhibit limited sensitivity to text prompts. We present T2ICount, a diffusion-based framework that leverages…

2024

Advancing Saliency Ranking with Human Fixations: Dataset Models and Benchmarks

CVPR 2024poster

Saliency ranking detection (SRD) has emerged as a challenging task in computer vision aiming not only to identify salient objects within images but also to rank them based on their degree of saliency. Existing SRD datasets have been created primarily using mouse-trajectory data which inadequately ca…