27 citations · 35 across the 4 of their papers we have counts for
5 papers · 1 filter
Self-supervised Learning via Cluster Distance Prediction for Operating Room Context Awareness
Idris Hamoud, Alexandros Karargyris, Aidean Sharghi +2
Semantic segmentation and activity classification are key components to creating intelligent surgical systems able to understand and assist clinical workflow. In the Operating Room…
Automatic Operating Room Surgical Activity Recognition for Robot-Assisted Surgery
Aidean Sharghi, Helene Haugerud, Daniel Oh +1
Automatic recognition of surgical activities in the operating room (OR) is a key technology for creating next generation intelligent surgical devices and workflow monitoring/suppor…
Text Synopsis Generation for Egocentric Videos
Aidean Sharghi, Niels da Vitoria Lobo, Mubarak Shah
Mass utilization of body-worn cameras has led to a huge corpus of available egocentric video. Existing video summarization algorithms can accelerate browsing such videos by selecti…
Fully-Coupled Two-Stream Spatiotemporal Networks for Extremely Low Resolution Action Recognition
Mingze Xu, Aidean Sharghi, Xin Chen +1
A major emerging challenge is how to protect people's privacy as cameras and computer vision are increasingly integrated into our daily lives, including in smart devices inside hom…
Query-Focused Video Summarization: Dataset, Evaluation, and A Memory Network Based Approach
Aidean Sharghi, Jacob S. Laurel, Boqing Gong
Recent years have witnessed a resurgence of interest in video summarization. However, one of the main obstacles to the research on video summarization is the user subjectivity - us…