Skip to main content

Datasets

Standard Dataset

BPPV videos dataset samples

Citation Author(s):
Trung Pham (KAIST)
Submitted by:
Trung Pham
Last updated:
DOI:
10.21227/54cn-v724
Data Format:
No Ratings Yet

Abstract

- There are six folders corresponding to 6 types of BPPV disorders.

- Each folder has one sample.

 

Each class is specified by the typical movement of the eye.

 

+) Lt_Geo_BPPV: eye beats toward the ground, beats stronger to the left side (turn head left).

+) Rt_Geo_BPPV: eye beats toward the ground, beats stronger to the right side (turn head right).

+) Lt_Apo_BPPV: eye beats toward the sky, beats stronger to the left side (turn head right).

+) Rt_Apo_BPPV: eye beats toward the sky, beats stronger to the right side (turn head left).

+) Lt_PC_BPPV: eye beats slightly up and rotates clockwise (often at hanging left position).

+) Rt_PC_BPPV: eye beats slightly up and rotates counter-clockwise (often at hanging right position).

 

- Each folder contains a video (*.avi format) and a temporal labeled file (*.mat format).

- The '*.mat' file can be read by matlab, that stores the 'fr' and 'label' variable.

- Each action of the patient is labeled with the start and end frame ID. 

- Actions are marked as follows:

  +) 'sitting' is labeled as '1'

  +) 'head turns left' is labeled as '2'

  +) 'head turns right' is labeled as '3'

  +) 'head hanging left' is labeled as '4'

  +) 'head hanging right' is labeled as '5'

  +) 'lying down' is labeled as '6'

  +) 'head bending' is labeled as '7'

 

 

An example: postures of patient are labeled in the 'Class2_100030.mat' (Lt_Geo_BPPV folder) as follows:

'fr''label'

2221

10351

16142

16632

17813

18373

22062

22712

27751

31901

32085

33135

37801

39471

39644

40604

44961

78051

10306

11866

51947

52577

63307

64067

 

 

 

TRANSLATE with Image removed. x English
ArabicHebrewPolish
BulgarianHindiPortuguese
CatalanHmong DawRomanian
Chinese SimplifiedHungarianRussian
Chinese TraditionalIndonesianSlovak
CzechItalianSlovenian
DanishJapaneseSpanish
DutchKlingonSwedish
EnglishKoreanThai
EstonianLatvianTurkish
FinnishLithuanianUkrainian
FrenchMalayUrdu
GermanMalteseVietnamese
GreekNorwegianWelsh
Haitian CreolePersian 
Image removed.// Image removed. Image removed. Image removed.  TRANSLATE with Image removed. COPY THE URL BELOW Image removed. Image removed. Back EMBED THE SNIPPET BELOW IN YOUR SITE Image removed.Enable collaborative features and customize widget: Bing Webmaster PortalBack// ORIGINAL: "; langMenu.appendChild(origLangDiv); LanguageMenu.Init('LanguageMenu', LanguageMenu_keys, LanguageMenu_values, LanguageMenu_callback, LanguageMenu_popupid); window["LanguageMenu"] = LanguageMenu; clearInterval(intervalId); } }, 1); // ]]>

Instructions:

Readme.txt explains the details of the sample videos in dataset and its labels in *.mat format.

 

 

 

TRANSLATE with Image removed. x English
ArabicHebrewPolish
BulgarianHindiPortuguese
CatalanHmong DawRomanian
Chinese SimplifiedHungarianRussian
Chinese TraditionalIndonesianSlovak
CzechItalianSlovenian
DanishJapaneseSpanish
DutchKlingonSwedish
EnglishKoreanThai
EstonianLatvianTurkish
FinnishLithuanianUkrainian
FrenchMalayUrdu
GermanMalteseVietnamese
GreekNorwegianWelsh
Haitian CreolePersian 
Image removed.// Image removed. Image removed. Image removed.  TRANSLATE with Image removed. COPY THE URL BELOW Image removed. Image removed. Back EMBED THE SNIPPET BELOW IN YOUR SITE Image removed.Enable collaborative features and customize widget: Bing Webmaster PortalBack// ORIGINAL: "; langMenu.appendChild(origLangDiv); LanguageMenu.Init('LanguageMenu', LanguageMenu_keys, LanguageMenu_values, LanguageMenu_callback, LanguageMenu_popupid); window["LanguageMenu"] = LanguageMenu; clearInterval(intervalId); } }, 1); // ]]>