6 citations · 8 across the 7 of their papers we have counts for
7 papers
Can You Trust the Confidence? ConfBench for Vision-Language Models on Document Extraction
Priyashree Roy, Sujitha Martin, Mohammad Rostami +6
Intelligent document processing (IDP) with vision-language models (VLMs) hinges on confidence scores trustworthy enough to route extractions between automation and human review. Ex…
DocBed: A Multi-Stage OCR Solution for Documents with Complex Layouts
Wenzhen Zhu, Negin Sokhandan, Guang Yang +2
Digitization of newspapers is of interest for many reasons including preservation of history, accessibility and search ability, etc. While digitization of documents such as scienti…
Improving Driver Situation Awareness Prediction using Human Visual Sensory and Memory Mechanism
Haibei Zhu, Teruhisa Misu, Sujitha Martin +2
Situation awareness (SA) is generally considered as the perception, understanding, and projection of objects' properties and positions. We believe if the system can sense drivers'…
Interaction Graphs for Object Importance Estimation in On-road Driving Videos
Zehua Zhang, Ashish Tawari, Sujitha Martin +1
A vehicle driving along the road is surrounded by many objects, but only a small subset of them influence the driver's decisions and actions. Learning to estimate the importance of…
Context Aware Road-user Importance Estimation (iCARE)
Alireza Rahimpour, Sujitha Martin, Ashish Tawari +1
Road-users are a critical part of decision-making for both self-driving cars and driver assistance systems. Some road-users, however, are more important for decision-making than ot…
Goal-oriented Object Importance Estimation in On-road Driving Videos
Mingfei Gao, Ashish Tawari, Sujitha Martin
We formulate a new problem as Object Importance Estimation (OIE) in on-road driving videos, where the road users are considered as important objects if they have influence on the c…
Dynamics of Driver's Gaze: Explorations in Behavior Modeling & Maneuver Prediction
Sujitha Martin, Sourabh Vora, Kevan Yuen +1
The study and modeling of driver's gaze dynamics is important because, if and how the driver is monitoring the driving environment is vital for driver assistance in manual mode, fo…