Dec 6, 2011 · This paper presents a novel framework for learning a generative image representation-the hybrid image template (HIT) from a small number (ie, 3 \sim 20) of ...
We evaluate the hybrid image templates on several public benchmarks, and demonstrate classification performances on par with state-of-art methods like HoG+SVM, ...
Jun 16, 2023 · This is the project page of our work "Learning Hybrid image Templates (HiT) by Information Projection". This paper presents a novel framework ...
This paper presents a novel framework for learning a generative image representation-the hybrid image template (HIT) from a small number of image examples, ...
This paper presents a novel framework for learning a generative image representation—the hybrid image template (HIT) from a small number (i.e., ...
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Learning AND-OR templates for object recognition and detection - PubMed
pubmed.ncbi.nlm.nih.gov › ...
This paper presents a framework for unsupervised learning of a hierarchical reconfigurable image template--the AND-OR Template (AOT) for visual objects.
Apr 25, 2024 · Learning Hybrid Image Templates (HIT) by Information Projection. ... Learning explicit and implicit visual manifolds by information projection.
We show that both the structures and parameters of the AOT model can be learned in an unsupervised way from images using an information projection principle.
Learning hybrid image templates (hit) by information projection. Z Si, SC Zhu. IEEE Transactions on pattern analysis and machine intelligence 34 (7), 1354-1367, ...