Publication

Semantic Segmentation Map Dataset (Semap)

2026

Abstract

The Semantic Segmentation Map Dataset (Semap) contains 1,439 manually annotated map samples. Specifically, the dataset includes 356 image patches from the Historical City Maps Semantic Segmentation Dataset (HCMSSD, [1]), 78 samples extracted from 19th-century European cadastres [2–4], three from Paris city atlases [5], and 1,002 newly annotated samples, drawn from the Aggregated Dataset on the History of Cartography (ADHOC Images, [6]).

Additionally, it comprises 12,122 synthetically generated image samples and corresponding labels.

Both datasets are part of R. Petitpierre's PhD thesis [7], and related paper [8]. Extensive details on annotation and synthetic generation procedures are provided in that work.

Official source

https://infoscience.epfl.ch/entities/publication/1317d24a-7030-4f47-add4-3eb21ce4db82

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2026

Abstract

Additionally, it comprises 12,122 synthetically generated image samples and corresponding labels.

Both datasets are part of R. Petitpierre's PhD thesis [7], and related paper [8]. Extensive details on annotation and synthetic generation procedures are provided in that work.

Official source

https://infoscience.epfl.ch/entities/publication/1317d24a-7030-4f47-add4-3eb21ce4db82

About this result

Related concepts (25)

Thesis

A thesis (: theses), or dissertation (abbreviated diss.), is a document submitted in support of candidature for an academic degree or professional qualification presenting the author's research and findings. In some contexts, the word thesis or a cognate is used for part of a bachelor's or master's course, while dissertation is normally applied to a doctorate. This is the typical arrangement in American English. In other contexts, such as within most institutions of the United Kingdom and Republic of Ireland, the reverse is true.

Doctor of Philosophy

A Doctor of Philosophy (PhD, Ph.D., or DPhil; Latin: philosophiae doctor or doctor philosophiae) is the most common degree at the highest academic level, awarded following a course of study and research. PhDs are awarded for programs across the whole breadth of academic fields. Because it is an earned research degree, those studying for a PhD are required to produce original research that expands the boundaries of knowledge, normally in the form of a dissertation, and defend their work before a panel of other experts in the field.

Doctorate

A doctorate (from Latin doctor, meaning "teacher") or doctoral degree is a postgraduate academic degree awarded by universities and some other educational institutions, derived from the ancient formalism licentia docendi ("licence to teach"). In most countries, a research degree qualifies the holder to teach at university level in the degree's field or work in a specific profession. There are a number of doctoral degrees; the most common is the Doctor of Philosophy (PhD), awarded in many different fields, ranging from the humanities to scientific disciplines.

Related publications (1)

Semantic Segmentation Map Dataset (Semap)

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