Video content analysis of surgical procedures

C Loukas - Surgical endoscopy, 2018 - Springer
Background In addition to its therapeutic benefits, minimally invasive surgery offers the
potential for video recording of the operation. The videos may be archived and used later for …

Retrieval from and understanding of large-scale multi-modal medical datasets: a review

H Müller, D Unay - IEEE transactions on multimedia, 2017 - ieeexplore.ieee.org
Content-based multimedia retrieval (CBMR) has been an active research domain since the
mid 1990s. In medicine visual retrieval started later and has mostly remained a research …

Content-based processing and analysis of endoscopic images and videos: A survey

B Münzer, K Schoeffmann, L Böszörmenyi - Multimedia Tools and …, 2018 - Springer
In recent years, digital endoscopy has established as key technology for medical screenings
and minimally invasive surgery. Since then, various research communities with manifold …

Learning laparoscopic video shot classification for gynecological surgery

S Petscharnig, K Schöffmann - Multimedia Tools and Applications, 2018 - Springer
Videos of endoscopic surgery are used for education of medical experts, analysis in medical
research, and documentation for everyday clinical life. Hand-crafted image descriptors lack …

Hybrid spatiotemporal contrastive representation learning for content-based surgical video retrieval

V Kumar, V Tripathi, B Pant, SS Alshamrani, A Dumka… - Electronics, 2022 - mdpi.com
In the medical field, due to their economic and clinical benefits, there is a growing interest in
minimally invasive surgeries and microscopic surgeries. These types of surgeries are often …

Video retrieval in laparoscopic video recordings with dynamic content descriptors

K Schoeffmann, H Husslein, S Kletz… - Multimedia Tools and …, 2018 - Springer
In the domain of gynecologic surgery an increasing number of surgeries are performed in a
minimally invasive manner. These laparoscopic surgeries require specific psychomotor …

Context driven optimized perceptual video summarization and retrieval

SS Thomas, S Gupta… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Video summarization is an economical way of representing video contents and is useful for
effective and quick browsing of the relevant activity present in the video. Most current video …

Enabling relevance-based exploration of cataract videos

N Ghamsarian - Proceedings of the 2020 international conference on …, 2020 - dl.acm.org
Training new surgeons as one of the major duties of experienced expert surgeons demands
a considerable supervisory investment of them. To expedite the training process and …

Semantic-Preserving Surgical Video Retrieval with Phase and Behavior Coordinated Hashing

Y Yang, H Wang, J Wang, K Dong… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Medical professionals rely on surgical video retrieval to discover relevant content within
large numbers of videos for surgical education and knowledge transfer. However, the …

Content-based retrieval in videos from laparoscopic surgery

K Schoeffmann, C Beecks, M Lux… - … Imaging 2016: Image …, 2016 - spiedigitallibrary.org
In the field of medical endoscopy more and more surgeons are changing over to record and
store videos of their endoscopic procedures for long-term archival. These endoscopic videos …