29 citations · 58 across the 7 of their papers we have counts for
7 papers
Feature boosting with efficient attention for scene parsing
Vivek Singh, Shailza Sharma, Fabio Cuzzolin
The complexity of scene parsing grows with the number of object and scene classes, which is higher in unrestricted open scenes. The biggest challenge is to model the spatial relati…
Why is the winner the best?
Matthias Eisenmann, Annika Reinke, Vivienn Weru +122
International benchmarking competitions have become fundamental for the comparative performance assessment of image analysis methods. However, little attention has been given to in…
Biomedical image analysis competitions: The state of current participation practice
Matthias Eisenmann, Annika Reinke, Vivienn Weru +352
The number of international benchmarking competitions is steadily increasing in various fields of machine learning (ML) research and practice. So far, however, little is known abou…
Audio-visual video face hallucination with frequency supervision and cross modality support by speech based lip reading loss
Shailza Sharma, Abhinav Dhall, Vinay Kumar +1
Recently, there has been numerous breakthroughs in face hallucination tasks. However, the task remains rather challenging in videos in comparison to the images due to inherent cons…
The SARAS Endoscopic Surgeon Action Detection (ESAD) dataset: Challenges and methods
Vivek Singh Bawa, Gurkirt Singh, Francis KapingA +16
For an autonomous robotic system, monitoring surgeon actions and assisting the main surgeon during a procedure can be very challenging. The challenges come from the peculiar struct…
ESAD: Endoscopic Surgeon Action Detection Dataset
Vivek Singh Bawa, Gurkirt Singh, Francis KapingA +8
In this work, we take aim towards increasing the effectiveness of surgical assistant robots. We intended to make assistant robots safer by making them aware about the actions of su…
No reference image quality assessment metric based on regional mutual information among images
Vinay Kumar, Vivek Singh Bawa, Rahul Upadhyay
With the inclusion of camera in daily life, an automatic no reference image quality evaluation index is required for automatic classification of images. The present manuscripts pro…