1 citations · 2 across the 5 of their papers we have counts for
6 papers
Transformer Models for Text Summarization: A Comparative Study of BART, BERT, and RoBERTa
Daisy Aptovska, Vinayak Elangovan
Text summarization refers to the task of condensing a document into a shorter version while preserving its key information. Automatic text summarization (ATS), driven by advancemen…
A Comparison of Document Similarity Algorithms
Nicholas Gahman, Vinayak Elangovan
Document similarity is an important part of Natural Language Processing and is most commonly used for plagiarism-detection and text summarization. Thus, finding the overall most ef…
Indoor Group Activity Recognition using Multi-Layered HMMs
Vinayak Elangovan
Discovery and recognition of Group Activities (GA) based on imagery data processing have significant applications in persistent surveillance systems, which play an important role i…
Object sorting using faster R-CNN
Pengchang Chen, Vinayak Elangovan
In a factory production line, different industry parts need to be quickly differentiated and sorted for further process. Parts can be of different colors and shapes. It is tedious…
Obstacle avoidance and path finding for mobile robot navigation
Poojith Kotikalapudi, Vinayak Elangovan
This paper investigates different methods to detect obstacles ahead of a robot using a camera in the robot, an aerial camera, and an ultrasound sensor. We also explored various eff…
Face recognition using PCA integrated with Delaunay triangulation
Kavan Adeshara, Vinayak Elangovan
Face Recognition is most used for biometric user authentication that identifies a user based on his or her facial features. The system is in high demand, as it is used by many busi…