Restricted Research - Award List, Note/Discussion Page
Fiscal Year: 2023
692 Prairie View A&M University (142580)
Principal Investigator: Qian, Lijun
Total Amount of Contract, Award, or Gift (Annual before 2011): $ 224,671
Exceeds $250,000 (Is it flagged?): No
Start and End Dates: 9/1/22 - 8/31/24
Restricted Research: YES
Academic Discipline: Engineering
Department, Center, School, or Institute: Electrical Engineering
Title of Contract, Award, or Gift: Advanced Deep Learning for Object Detection in Overhead Imagery
Name of Granting or Contracting Agency/Entity:
Ohio State University
CFDA: 12.81
Program Title: Minority Leaders Research Collaboration
Note:
1.1.1 The objective of this project is to design and implement novel object detection methods for overhead imagery to advance key frontiers in computer vision and develop new solutions for national security and disaster response. Research Tasks (details given in Technical Proposal): Task 1: Feature enriched end-to-end learning via joint super-resolution and object detection model training; Task 2: Data augmentation via unsupervised segmentation and background manipulation; Task 3: Class-weighted multi-task learning for joint segmentation and object detection; Task 4: Attention enhanced object detection model design and implementation;
Discussion: No discussion notes