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The XM2VTS Database of Faces
Changelog
- Version 3, 02/Nov/2017:
- Port to beat.backend.python v1.4.2
- Version 2, 20/Jan/2016:
- Port to Bob v2
- Version 1, 21/Oct/2014:
- Initial release
Description
The XM2VTS database is a large multi-modal database that was captured onto high quality digital video. It contains four recordings of 295 subjects taken over a period of four months. Each recording contains a speaking head shot and a rotating head shot. Sets of data taken from this database are available including high quality colour images, 32 KHz 16-bit sound files, video sequences and a 3d Model.
The database was aquired within the M2VTS project (Multi Modal Verification for Teleservices and Security applications), a part of the EU ACTS programme, which deals with access control by the use of multimodal identification of human faces. The goal of using a multimodal recognition scheme is to improve the recognition efficiency by combining single modalities, namely face and voice features.
This deployment of the XM2VTS database only consists of the images.
Search experiments
train
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Output name Data format image: system/array_3d_uint8/1 eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) dev_templates
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Output name Data format image: system/array_3d_uint8/1 eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) template_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) dev_probes
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Output name Data format image: system/array_3d_uint8/1 probe_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) template_ids: system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values) test_templates
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Output name Data format image: system/array_3d_uint8/1 eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) template_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) test_probes
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Output name Data format image: system/array_3d_uint8/1 probe_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) template_ids: system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values)
Search experiments
train
-
Output name Data format image: system/array_3d_uint8/1 eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) dev_templates
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Output name Data format image: system/array_3d_uint8/1 eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) template_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) dev_probes
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Output name Data format image: system/array_3d_uint8/1 probe_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) template_ids: system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values) test_templates
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Output name Data format image: system/array_3d_uint8/1 eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) template_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) test_probes
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Output name Data format image: system/array_3d_uint8/1 probe_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) template_ids: system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values)
Search experiments
train
-
Output name Data format image: system/array_3d_uint8/1 eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) dev_templates
-
Output name Data format image: system/array_3d_uint8/1 eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) template_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) dev_probes
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Output name Data format image: system/array_3d_uint8/1 probe_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) template_ids: system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values) test_templates
-
Output name Data format image: system/array_3d_uint8/1 eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) template_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) test_probes
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Output name Data format image: system/array_3d_uint8/1 probe_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) template_ids: system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values)
Search experiments
train
-
Output name Data format image: system/array_3d_uint8/1 eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) dev_templates
-
Output name Data format image: system/array_3d_uint8/1 eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) template_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) dev_probes
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Output name Data format image: system/array_3d_uint8/1 probe_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) template_ids: system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values) test_templates
-
Output name Data format image: system/array_3d_uint8/1 eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) template_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) test_probes
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Output name Data format image: system/array_3d_uint8/1 probe_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) file_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) client_id: system/uint64/1 (Basic format containing only a single unsigned integer (64 bits) value) eye_centers: system/eye_positions/1 (The position of the eyes of a person in an image) template_ids: system/array_1d_uint64/1 (Basic format containing a one-dimensional array of unsigned integer (64 bits) values)
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