Search Results for author: Sriram Baireddy

Found 17 papers, 1 papers with code

Conditional Synthetic Food Image Generation

no code implementations16 Mar 2023 WenJin Fu, Yue Han, Jiangpeng He, Sriram Baireddy, Mridul Gupta, Fengqing Zhu

Therefore, we aim to explore the capability and improve the performance of GAN methods for food image generation.

Data Augmentation Image Classification +2

High-Resolution UAV Image Generation for Sorghum Panicle Detection

no code implementations8 May 2022 Enyu Cai, Zhankun Luo, Sriram Baireddy, Jiaqi Guo, Changye Yang, Edward J. Delp

The number of panicles (or heads) of Sorghum plants is an important phenotypic trait for plant development and grain yield estimation.

Data Augmentation Image-to-Image Translation +1

Leaf Tar Spot Detection Using RGB Images

no code implementations2 May 2022 Sriram Baireddy, Da-Young Lee, Carlos Gongora-Canul, Christian D. Cruz, Edward J. Delp

We show that a Mask R-CNN can be used effectively to detect tar spots in close-up images of leaf surfaces.

TAR

An Overview of Recent Work in Media Forensics: Methods and Threats

no code implementations26 Apr 2022 Kratika Bhagtani, Amit Kumar Singh Yadav, Emily R. Bartusiak, Ziyue Xiang, Ruiting Shao, Sriram Baireddy, Edward J. Delp

In this paper, we review recent work in media forensics for digital images, video, audio (specifically speech), and documents.

Improving Building Segmentation for Off-Nadir Satellite Imagery

no code implementations8 Sep 2021 Hanxiang Hao, Sriram Baireddy, Kevin LaTourette, Latisha Konz, Moses Chan, Mary L. Comer, Edward J. Delp

In this paper, we propose a method that is able to provide accurate building segmentation for satellite imagery captured from a large range of off-nadir angles.

Scene Understanding Segmentation

Field-Based Plot Extraction Using UAV RGB Images

no code implementations1 Sep 2021 Changye Yang, Sriram Baireddy, Enyu Cai, Melba Crawford, Edward J. Delp

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 data over field trials.

Management Plant Phenotyping

Panicle Counting in UAV Images For Estimating Flowering Time in Sorghum

no code implementations15 Jul 2021 Enyu Cai, Sriram Baireddy, Changye Yang, Melba Crawford, Edward J. Delp

Flowering time (time to flower after planting) is important for estimating plant development and grain yield for many crops including sorghum.

Image-Based Plant Wilting Estimation

no code implementations27 May 2021 Changye Yang, Sriram Baireddy, Enyu Cai, Valerian Meline, Denise Caldwell, Anjali S. Iyer-Pascuzzi, Edward J. Delp

In particular, we want to design a metric for wilting based on images acquired of the plant.

FaR-GAN for One-Shot Face Reenactment

no code implementations13 May 2020 Hanxiang Hao, Sriram Baireddy, Amy R. Reibman, Edward J. Delp

In this paper, we present a one-shot face reenactment model, FaR-GAN, that takes only one face image of any given source identity and a target expression as input, and then produces a face image of the same source identity but with the target expression.

Face Reenactment

Deep Transfer Learning For Plant Center Localization

no code implementations29 Apr 2020 Enyu Cai, Sriram Baireddy, Changye Yang, Melba Crawford, Edward J. Delp

In this paper, we propose a method for estimating plant centers by transferring an existing model to a new scenario using limited ground truth data.

Management Plant Phenotyping +1

Learning eating environments through scene clustering

no code implementations24 Oct 2019 Sri Kalyan Yarlagadda, Sriram Baireddy, David Güera, Carol J. Boushey, Deborah A. Kerr, Fengqing Zhu

The variation in the number of clusters and images captured by different individual makes this a very challenging problem.

Clustering Image Clustering

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