Sohini Roychowdhury

Sohini Roychowdhury

University of Washington

H-index: 19

North America-United States

About Sohini Roychowdhury

Sohini Roychowdhury, With an exceptional h-index of 19 and a recent h-index of 15 (since 2020), a distinguished researcher at University of Washington, specializes in the field of Image Processing, Signal Processing, Machine Learning, Complex Networks.

His recent articles reflect a diverse array of research interests and contributions to the field:

Journey of hallucination-minimized generative ai solutions for financial decision makers

System and method for providing vehicle safety distance and speed alerts under slippery road conditions

Systems and methods for fusing road friction to enhance vehicle maneuvering

Long range lidar-based speed estimation

Vehicle systems and methods utilizing LIDAR data for road condition estimation

System and method for utilizing aggregated weather data for road surface condition and road friction estimates

Computerized smart inventory search methods and systems using classification and tagging

Systems and methods for assessing, correlating, and utilizing online browsing and sales data

Sohini Roychowdhury Information

University

Position

Affiliate Assistant Professor Electrical and Computer Engineering

Citations(all)

2064

Citations(since 2020)

1479

Cited By

1248

hIndex(all)

19

hIndex(since 2020)

15

i10Index(all)

25

i10Index(since 2020)

21

Email

University Profile Page

University of Washington

Google Scholar

View Google Scholar Profile

Sohini Roychowdhury Skills & Research Interests

Image Processing

Signal Processing

Machine Learning

Complex Networks

Top articles of Sohini Roychowdhury

Title

Journal

Author(s)

Publication Date

Journey of hallucination-minimized generative ai solutions for financial decision makers

Sohini Roychowdhury

2024/3/4

System and method for providing vehicle safety distance and speed alerts under slippery road conditions

2024/1/30

Systems and methods for fusing road friction to enhance vehicle maneuvering

2024/1/9

Long range lidar-based speed estimation

2024/3/5

Vehicle systems and methods utilizing LIDAR data for road condition estimation

2023/2/28

System and method for utilizing aggregated weather data for road surface condition and road friction estimates

2023/10/10

Computerized smart inventory search methods and systems using classification and tagging

2023/10/5

Systems and methods for assessing, correlating, and utilizing online browsing and sales data

2023/8/15

Methods and systems for the automated quality assurance of annotated images

2023/6/27

Hallucination-minimized Data-to-answer Framework for Financial Decision-makers

Sohini Roychowdhury

Andres Alvarez

Brian Moore

Marko Krema

Maria Paz Gelpi

...

2023/12/15

NUMSnet: Nested-U Multi-Class Segmentation Network for 3D Medical Image Stacks

Information

Sohini Roychowdhury

2023/6/13

Automated road damage detection

2023/11/7

Semi-supervised and Deep learning Frameworks for Video Classification and Key-frame Identification

Sohini Roychowdhury

2022/7/18

Deep-ReAP: Deep representations and partial label learning for multi-pathology classification

Sohini Roychowdhury

2021/11/1

Few shot learning framework to reduce inter-observer variability in medical images

Sohini Roychowdhury

2021/1/10

Opam: Online purchasing-behavior analysis using machine learning

Sohini Roychowdhury

Ebrahim Alareqi

Wenxi Li

2021/7/18

SISE-PC: semi-supervised image subsampling for explainable pathology classification

Sohini Roychowdhury

Kwok Sun Tang

Mohith Ashok

Anoop Sanka

2021/11/1

Data filtering of image stacks and video streams

2021/7/13

QU-net++: Image Quality Detection Framework for Segmentation of Medical 3D Image Stacks

arXiv preprint arXiv:2110.14181

Sohini Roychowdhury

2021/10/27

Methods and systems for the fast estimation of three-dimensional bounding boxes and drivable surfaces using LIDAR point clouds

2021/12/21

See List of Professors in Sohini Roychowdhury University(University of Washington)