Datasets

V3C1 Analysis Data

Results of content analysis on the V3C1 dataset can be downloaded from my GitHub repository. An overview and description of the analysis data can be found in our SIGMM Records article. Thanks a lot also to Luca Rossetto for providing the second part of the analysis results.

V3C1 Mirror (Vimeo Creative Commons License)

We provide a mirror of the V3C1 dataset in collaboration with NIST/TRECVID, which is used for the Video Browser Showdown as well as for the TRECVID Ad-Hoc Video Search (AVS) Task (thanks a lot to Luca Rossetto). This first part of the V3C dataset consists of 7475 video files, amounting for 1000h of video content (1,082,659 predefined segments) and 1.3 TB in size. In order to download the dataset, please complete this data agreement form and send a scan to angela.ellis@nist.gov with CC to gawad@nist.gov and ks@itec.aau.at. You will be provided with an FTP-server link for downloading the data.

LapGyn4 Gynecologic Laparoscopy Dataset

The ITEC LapGyn4 Gynecologic Laparoscopy Image Dataset actually comprises four individual datasets:

  • surgical actions
  • anatomical structures
  • actions on anatomy
  • instrument count

The dataset was collected from 500+ gynecologic laparoscopic surgeries for the task of automatic content analysis, as described in detail in the corresponding paper presented at MMSYS 2018 (if you use our dataset, please cite this paper).

The ITEC LapGyn4 dataset is available here.

Cataract-101 Video Dataset

The ITEC Cataract-101 dataset consists of videos from 101 cataract surgeries, annotated with different operation phases that were performed by four different surgeons over a period of 9 months. These surgeons are grouped into moderately experienced and highly experienced surgeons (assistant vs. senior physicians), providing the basis for experience-based video analytics, as described in detail in the corresponding paper presented at MMSYS 2018 (if you use our dataset, please cite this paper) .

The ITEC Cataract-101 dataset is available for download here.

SurgicalActions160

The ITEC SurgicalActions160 dataset consists of short video clips representing 16 typical actions in gynecologic laparoscopy, which have been compiled from different surgeries. For each action class there are exactly 10 example clips.

The SurgicalActions160 dataset is available for download here.

More information about the dataset can be found in our MTAP paper (if you use our dataset, please cite this paper):

Klaus Schoeffmann, Heinrich Husslein, Sabrina Kletz, Stefan Petscharnig, Bernd Münzer, and Christian Beecks. Video Retrieval in Laparoscopic Video Recordings with Dynamic Content Descriptors, in Multimedia Tools and Applications (MTAP), 2018, pp. 1-18, online first.