32 citations · 74 across the 15 of their papers we have counts for
17 papers
Conditional Synthetic Food Image Generation
Wenjin Fu, Yue Han, Jiangpeng He +3
Generative Adversarial Networks (GAN) have been widely investigated for image synthesis based on their powerful representation learning ability. In this work, we explore the StyleG…
An Overview of Recent Work in Media Forensics: Methods and Threats
Kratika Bhagtani, Amit Kumar Singh Yadav, Emily R. Bartusiak +4
In this paper, we review recent work in media forensics for digital images, video, audio (specifically speech), and documents. For each data modality, we discuss synthesis and mani…
High-Resolution UAV Image Generation for Sorghum Panicle Detection
Enyu Cai, Zhankun Luo, Sriram Baireddy +3
The number of panicles (or heads) of Sorghum plants is an important phenotypic trait for plant development and grain yield estimation. The use of Unmanned Aerial Vehicles (UAVs) en…
Leaf Tar Spot Detection Using RGB Images
Sriram Baireddy, Da-Young Lee, Carlos Gongora-Canul +2
Tar spot disease is a fungal disease that appears as a series of black circular spots containing spores on corn leaves. Tar spot has proven to be an impactful disease in terms of r…
Improving Building Segmentation for Off-Nadir Satellite Imagery
Hanxiang Hao, Sriram Baireddy, Kevin LaTourette +4
Automatic building segmentation is an important task for satellite imagery analysis and scene understanding. Most existing segmentation methods focus on the case where the images a…
Field-Based Plot Extraction Using UAV RGB Images
Changye Yang, Sriram Baireddy, Enyu Cai +2
Unmanned Aerial Vehicles (UAVs) have become popular for use in plant phenotyping of field based crops, such as maize and sorghum, due to their ability to acquire high resolution da…
Panicle Counting in UAV Images For Estimating Flowering Time in Sorghum
Enyu Cai, Sriram Baireddy, Changye Yang +2
Flowering time (time to flower after planting) is important for estimating plant development and grain yield for many crops including sorghum. Flowering time of sorghum can be appr…
Image-Based Plant Wilting Estimation
Changye Yang, Sriram Baireddy, Enyu Cai +4
Many plants become limp or droop through heat, loss of water, or disease. This is also known as wilting. In this paper, we examine plant wilting caused by bacterial infection. In p…
Manipulation Detection in Satellite Images Using Vision Transformer
János Horváth, Sriram Baireddy, Hanxiang Hao +2
A growing number of commercial satellite companies provide easily accessible satellite imagery. Overhead imagery is used by numerous industries including agriculture, forestry, nat…
Forensic Analysis of Video Files Using Metadata
Ziyue Xiang, János Horváth, Sriram Baireddy +3
The unprecedented ease and ability to manipulate video content has led to a rapid spread of manipulated media. The availability of video editing tools greatly increased in recent y…
FaR-GAN for One-Shot Face Reenactment
Hanxiang Hao, Sriram Baireddy, Amy R. Reibman +1
Animating a static face image with target facial expressions and movements is important in the area of image editing and movie production. This face reenactment process is challeng…
Deepfakes Detection with Automatic Face Weighting
Daniel Mas Montserrat, Hanxiang Hao, S. K. Yarlagadda +8
Altered and manipulated multimedia is increasingly present and widely distributed via social media platforms. Advanced video manipulation tools enable the generation of highly real…
Deep Transfer Learning For Plant Center Localization
Enyu Cai, Sriram Baireddy, Changye Yang +2
Plant phenotyping focuses on the measurement of plant characteristics throughout the growing season, typically with the goal of evaluating genotypes for plant breeding. Estimating…
An Attention-Based System for Damage Assessment Using Satellite Imagery
Hanxiang Hao, Sriram Baireddy, Emily R. Bartusiak +6
When disaster strikes, accurate situational information and a fast, effective response are critical to save lives. Widely available, high resolution satellite images enable emergen…
Plant Stem Segmentation Using Fast Ground Truth Generation
Changye Yang, Sriram Baireddy, Yuhao Chen +5
Accurately phenotyping plant wilting is important for understanding responses to environmental stress. Analysis of the shape of plants can potentially be used to accurately quantif…
Learning eating environments through scene clustering
Sri Kalyan Yarlagadda, Sriram Baireddy, David Güera +3
It is well known that dietary habits have a significant influence on health. While many studies have been conducted to understand this relationship, little is known about the relat…
We Need No Pixels: Video Manipulation Detection Using Stream Descriptors
David Güera, Sriram Baireddy, Paolo Bestagini +2
Manipulating video content is easier than ever. Due to the misuse potential of manipulated content, multiple detection techniques that analyze the pixel data from the videos have b…