8 citations · 28 across the 20 of their papers we have counts for
7 papers · 1 filter
Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty
Roman Colman, Minh Vu, Manish Bhattarai +4
For decades, corporations and governments have relied on scanned documents to record vast amounts of information. However, extracting this information is a slow and tedious process…
Integrating Deep Learning and Augmented Reality to Enhance Situational Awareness in Firefighting Environments
Manish Bhattarai
We present a new four-pronged approach to build firefighter's situational awareness for the first time in the literature. We construct a series of deep learning frameworks built on…
An embedded deep learning system for augmented reality in firefighting applications
Manish Bhattarai, Aura Rose Jensen-Curtis, Manel MartíNez-Ramón
Firefighting is a dynamic activity, in which numerous operations occur simultaneously. Maintaining situational awareness (i.e., knowledge of current conditions and activities at th…
A Novel Indoor Positioning System for unprepared firefighting scenarios
Vamsi Karthik Vadlamani, Manish Bhattarai, Meenu Ajith +1
Situational awareness and Indoor location tracking for firefighters is one of the tasks with paramount importance in search and rescue operations. For Indoor Positioning systems (I…
Learning Spatial Relationships between Samples of Patent Image Shapes
Juan Castorena, Manish Bhattarai, Diane Oyen
Binary image based classification and retrieval of documents of an intellectual nature is a very challenging problem. Variations in the binary image generation mechanisms which are…
Diagram Image Retrieval using Sketch-Based Deep Learning and Transfer Learning
Manish Bhattarai, Diane Oyen, Juan Castorena +2
Resolution of the complex problem of image retrieval for diagram images has yet to be reached. Deep learning methods continue to excel in the fields of object detection and image c…
A Deep Learning Framework for Detection of Targets in Thermal Images to Improve Firefighting
Manish Bhattarai, Manel Martínez-Ramón
Intelligent detection and processing capabilities can be instrumental to improving the safety, efficiency, and successful completion of rescue missions conducted by firefighters in…