Composed Historical Image Retrieval by Modeling Temporal Representations
This paper proposes Temporally Decomposable Image Representations (TDIR), a representation learning algorithm that decomposes historical photographs into separate date and content components through orthogonal subspaces, and defines and proves the conditions under which such a decomposition is achievable.
Adria Molina Rodr'iguez, O. R. Terrades, Josep Lladós Canet
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