Match tier
Likely match
Presence
Current · Arkansas
Last published
2026
Sources
OpenAlex · ORCID
Refreshed
2026-10-07
C
Chaitanya Kumar Reddy Pallerla
This is a likely match — the affiliation was inferred from OpenAlex, ORCID, and web sources but has not been fully confirmed. Treat with appropriate caution.
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3 h-index
19 pubs
26 cited
Research Areas
Biomedical Subjects
Links
Biography and Research Information
OverviewAI-generated summary
Chaitanya Kumar Reddy Pallerla's research focuses on the application of machine learning and advanced sensing technologies to improve food safety and processing, particularly within the poultry industry. His work investigates the development of novel methods for detecting microbial contamination, classifying meat quality attributes, and automating quality control processes.
Publications by Pallerla detail the creation of deep learning architectures for classifying chicken woody breast and hardness, as well as systems for detecting E. coli O157:H7 in poultry meat using electrochemical biosensing and machine learning. He has also explored robotic swabbing and fluorescent sensing for monitoring food contact surface hygiene, and developed efficient methods for auto-labeling large-scale poultry datasets using ensemble models. His research network includes collaborators such as Siavash Mahmoudi, Pouya Sohrabipour, Philip G. Crandall, and Jeyamkondan Subbiah at the University of Arkansas at Fayetteville.
Metrics
- h-index: 3
- Publications: 19
- Citations: 26
Selected Publications
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Assessing the feasibility of low-cost multispectral sensing for woody breast severity classification (2026)
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Autonomous robotic-biosensing platform for real-time microbial surveillance in poultry processing facilities (2026)
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Assessing the Feasibility of Low-Cost Multispectral Sensing for Woody Breast Severity Classification (2026)
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MyoVision: A Mobile Research Tool and NEATBoost-Attention Ensemble Framework for Real Time Chicken Breast Myopathy Detection (2026)arXiv (Cornell University) OpenAlex
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Portable electrochemical impedance biosensing with DRT-enabled machine learning for detecting E. coli O157:H7 in poultry meat (2026)
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Smartphone-enabled Depth-aware Transillumination Imaging for Detection of Chicken Breast Fillet Myopathies in Chicken Fillets (2026)
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Portable Broadband Dielectric Impedance Immunosensor Based on IDEs for Rapid, Label-Free Whole-Cell E. coli Detection (2026)
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ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products (2026)
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ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products (2026)
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Synthetic Data Augmentation for Enhanced Chicken Carcass Instance Segmentation (2025)
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Thermal imaging-guided detection of transparent plastic contaminants on chicken breast: A combined vision and simulation approach (2025)
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Automated Detection of Kinky Back in Broiler Chickens Using Optimized Deep Learning Techniques (2025)
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Synthetic Data Augmentation for Enhanced Chicken Carcass Instance Segmentation (2025)
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Evaluation of Robotic Swabbing and Fluorescent Sensing to Monitor the Hygiene of Food Contact Surfaces (2025)
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Palm-size wireless piezoelectric immune-biosensing system for rapid E. coli O157:H7 detection (2025)
Collaboration Network
Top Collaborators
Dongyi Wang
University of Arkansas at Fayetteville
12 shared publications
In database
- Neural network architecture search enabled wide-deep learning (NAS-WD) for spatially heterogenous property awared chicken woody breast classification and hardness regression
- Cost-Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation in Poultry Processing
- Evaluation of Robotic Swabbing and Fluorescent Sensing to Monitor the Hygiene of Food Contact Surfaces
- Palm-size wireless piezoelectric immune-biosensing system for rapid E. coli O157:H7 detection
- ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products
Showing 5 of 12 shared publications
Siavash Mahmoudi
University of Arkansas at Fayetteville
10 shared publications
In database
- Neural network architecture search enabled wide-deep learning (NAS-WD) for spatially heterogenous property awared chicken woody breast classification and hardness regression
- Portable electrochemical impedance biosensing with DRT-enabled machine learning for detecting E. coli O157:H7 in poultry meat
- Cost-Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation in Poultry Processing
- Evaluation of Robotic Swabbing and Fluorescent Sensing to Monitor the Hygiene of Food Contact Surfaces
- Palm-size wireless piezoelectric immune-biosensing system for rapid E. coli O157:H7 detection
Showing 5 of 10 shared publications
Pouya Sohrabipour
University of Arkansas at Fayetteville
8 shared publications
In database
- Neural network architecture search enabled wide-deep learning (NAS-WD) for spatially heterogenous property awared chicken woody breast classification and hardness regression
- Cost-Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation in Poultry Processing
- Evaluation of Robotic Swabbing and Fluorescent Sensing to Monitor the Hygiene of Food Contact Surfaces
- Synthetic Data Augmentation for Enhanced Chicken Carcass Instance Segmentation
- ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products
Showing 5 of 8 shared publications
Philip G. Crandall
University of Arkansas at Fayetteville
7 shared publications
In database
- Cost-Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation in Poultry Processing
- Evaluation of Robotic Swabbing and Fluorescent Sensing to Monitor the Hygiene of Food Contact Surfaces
- Synthetic Data Augmentation for Enhanced Chicken Carcass Instance Segmentation
- ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products
- ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products
Showing 5 of 7 shared publications
Ramesh Bahadur Bist
North Carolina State University
6 shared publications
In database
- Neural network architecture search enabled wide-deep learning (NAS-WD) for spatially heterogenous property awared chicken woody breast classification and hardness regression
- Portable electrochemical impedance biosensing with DRT-enabled machine learning for detecting E. coli O157:H7 in poultry meat
- Palm-size wireless piezoelectric immune-biosensing system for rapid E. coli O157:H7 detection
- Automated Detection of Kinky Back in Broiler Chickens Using Optimized Deep Learning Techniques
- Thermal imaging-guided detection of transparent plastic contaminants on chicken breast: A combined vision and simulation approach
Showing 5 of 6 shared publications
Amirreza Davar
University of Arkansas at Fayetteville
6 shared publications
In database
- Neural network architecture search enabled wide-deep learning (NAS-WD) for spatially heterogenous property awared chicken woody breast classification and hardness regression
- Cost-Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation in Poultry Processing
- ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products
- ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products
- Assessing the Feasibility of Low-Cost Multispectral Sensing for Woody Breast Severity Classification
Showing 5 of 6 shared publications
Jeyamkondan Subbiah
University of Arkansas at Fayetteville
6 shared publications
In database
- Portable electrochemical impedance biosensing with DRT-enabled machine learning for detecting E. coli O157:H7 in poultry meat
- Palm-size wireless piezoelectric immune-biosensing system for rapid E. coli O157:H7 detection
- Thermal imaging-guided detection of transparent plastic contaminants on chicken breast: A combined vision and simulation approach
- Portable Broadband Dielectric Impedance Immunosensor Based on IDEs for Rapid, Label-Free Whole-Cell E. coli Detection
- Smartphone-enabled Depth-aware Transillumination Imaging for Detection of Chicken Breast Fillet Myopathies in Chicken Fillets
Showing 5 of 6 shared publications
Wan Shou
University of Arkansas at Fayetteville
4 shared publications
In database
- Cost-Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation in Poultry Processing
- Synthetic Data Augmentation for Enhanced Chicken Carcass Instance Segmentation
- ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products
- ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products
Terry Howell
University of Arkansas at Fayetteville
4 shared publications
In database
- Portable electrochemical impedance biosensing with DRT-enabled machine learning for detecting E. coli O157:H7 in poultry meat
- Palm-size wireless piezoelectric immune-biosensing system for rapid E. coli O157:H7 detection
- Portable Broadband Dielectric Impedance Immunosensor Based on IDEs for Rapid, Label-Free Whole-Cell E. coli Detection
- Autonomous robotic-biosensing platform for real-time microbial surveillance in poultry processing facilities
Casey M. Owens
University of Arkansas at Fayetteville
3 shared publications
In database
- Neural network architecture search enabled wide-deep learning (NAS-WD) for spatially heterogenous property awared chicken woody breast classification and hardness regression
- Thermal imaging-guided detection of transparent plastic contaminants on chicken breast: A combined vision and simulation approach
- Assessing the feasibility of low-cost multispectral sensing for woody breast severity classification
Yiting Xiao
University of Arkansas System
3 shared publications
In database
- Portable electrochemical impedance biosensing with DRT-enabled machine learning for detecting E. coli O157:H7 in poultry meat
- Palm-size wireless piezoelectric immune-biosensing system for rapid E. coli O157:H7 detection
- Portable Broadband Dielectric Impedance Immunosensor Based on IDEs for Rapid, Label-Free Whole-Cell E. coli Detection
Yu She
Purdue University West Lafayette (US)
2 shared publications
- Cost-Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation in Poultry Processing
- ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products
Yang Tian
University of Arkansas at Fayetteville
2 shared publications
In database
- Evaluation of Robotic Swabbing and Fluorescent Sensing to Monitor the Hygiene of Food Contact Surfaces
- Automated Detection of Kinky Back in Broiler Chickens Using Optimized Deep Learning Techniques
Zhengtong Xu
Purdue University West Lafayette (US)
2 shared publications
- ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products
- ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products
Yang Tian
University of Arkansas System
2 shared publications
In database
- Portable electrochemical impedance biosensing with DRT-enabled machine learning for detecting E. coli O157:H7 in poultry meat
- Portable Broadband Dielectric Impedance Immunosensor Based on IDEs for Rapid, Label-Free Whole-Cell E. coli Detection
Similar Researchers
Based on overlapping research topics
Siavash Mahmoudi
University of Arkansas at Fayetteville
Machine Learning Applications
Livestock and Poultry Management
Microbial infections and disease research
Amirreza Davar
University of Arkansas at Fayetteville
Machine Learning Applications
Livestock and Poultry Management
Meat and Animal Product Quality
Pouya Sohrabipour
University of Arkansas at Fayetteville
Machine Learning Applications
Livestock and Poultry Management
Robotics and Sensor-Based Localization
Dan J. Donoghue
University of Arkansas at Fayetteville
Livestock and Poultry Management
Microbial infections and disease research
Meat and Animal Product Quality
Chase E. Golden
University of Arkansas at Fayetteville
Machine Learning Applications
Microbial infections and disease research
Meat and Animal Product Quality
Alison Ramser
University of Arkansas at Fayetteville
Livestock and Poultry Management
Microbial infections and disease research
Meat and Animal Product Quality