Match tier
Likely match
Presence
Current · Arkansas
Last published
2026
Sources
OpenAlex · ORCID
Refreshed
2026-08-15
C
Chaitanya 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.
Researcher
Faculty Researcher
3 h-index
17 pubs
24 cited
Research Areas
Biomedical Subjects
Links
Biography and Research Information
OverviewAI-generated summary
Chaitanya Pallerla's research focuses on the application of advanced machine learning techniques and sensor technologies to address challenges in food safety and quality, particularly within the poultry industry. His work investigates the use of deep learning for classifying poultry meat conditions, such as woody breast, and for improving instance segmentation in processing lines. Pallerla also explores robotic swabbing and fluorescent sensing for monitoring food contact surface hygiene and develops portable biosensing systems for the rapid detection of bacteria like E. coli O157:H7 in poultry meat. His research incorporates synthetic data augmentation and efficient auto-labeling methods to enhance the performance of AI models on large-scale datasets. Pallerla collaborates with researchers at the University of Arkansas at Fayetteville, including Siavash Mahmoudi and Pouya Sohrabipour.
Metrics
- h-index: 3
- Publications: 17
- Citations: 24
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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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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Cost-Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation in Poultry Processing (2025)
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Neural network architecture search enabled wide-deep learning (NAS-WD) for spatially heterogenous property awared chicken woody breast classification and hardness regression (2024)
Collaboration Network
Top Collaborators
Dongyi Wang
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
- ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products
- Automated Detection of Kinky Back in Broiler Chickens Using Optimized Deep Learning Techniques
Showing 5 of 8 shared publications
Siavash Mahmoudi
University of Arkansas System
7 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
- 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
Pouya Sohrabipour
University of Arkansas at Fayetteville
7 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 7 shared publications
Amirreza Davar
University of Arkansas at Fayetteville
5 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
Philip G. Crandall
University of Arkansas at Fayetteville
5 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
Ramesh Bahadur Bist
North Carolina State University
4 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
- Automated Detection of Kinky Back in Broiler Chickens Using Optimized Deep Learning Techniques
- Smartphone-enabled Depth-aware Transillumination Imaging for Detection of Chicken Breast Fillet Myopathies in Chicken Fillets
- Portable electrochemical impedance biosensing with DRT-enabled machine learning for detecting E. coli O157:H7 in poultry meat
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
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
Yiting Xiao
University of Arkansas System
2 shared publications
In database
- Portable Broadband Dielectric Impedance Immunosensor Based on IDEs for Rapid, Label-Free Whole-Cell E. coli Detection
- Portable electrochemical impedance biosensing with DRT-enabled machine learning for detecting E. coli O157:H7 in poultry meat
Terry Howell
University of Arkansas System
2 shared publications
In database
- Portable Broadband Dielectric Impedance Immunosensor Based on IDEs for Rapid, Label-Free Whole-Cell E. coli Detection
- Portable electrochemical impedance biosensing with DRT-enabled machine learning for detecting E. coli O157:H7 in poultry meat
Jeyamkondan Subbiah
University of Arkansas at Fayetteville
2 shared publications
In database
- Portable Broadband Dielectric Impedance Immunosensor Based on IDEs for Rapid, Label-Free Whole-Cell E. coli Detection
- Assessing the Feasibility of Low-Cost Multispectral Sensing for Woody Breast Severity Classification
Yihong Feng
University of Arkansas at Fayetteville
2 shared publications
In database
- Smartphone-enabled Depth-aware Transillumination Imaging for Detection of Chicken Breast Fillet Myopathies in Chicken Fillets
- Assessing the Feasibility of Low-Cost Multispectral Sensing for Woody Breast Severity Classification
Casey Owens
University of Arkansas at Fayetteville
2 shared publications
In database
- Smartphone-enabled Depth-aware Transillumination Imaging for Detection of Chicken Breast Fillet Myopathies in Chicken Fillets
- Assessing the Feasibility of Low-Cost Multispectral Sensing for Woody Breast Severity Classification
Similar Researchers
Based on overlapping research topics
Pouya Sohrabipour
University of Arkansas at Fayetteville
Advanced Neural Network Applications
Machine Learning Applications
Livestock and Poultry Management
Amirreza Davar
University of Arkansas at Fayetteville
Advanced Neural Network Applications
Machine Learning Applications
Livestock and Poultry Management
Siavash Mahmoudi
University of Arkansas at Fayetteville
Machine Learning Applications
Livestock and Poultry Management
Microbial infections and disease research
Ramesh Bahadur Bist
University of Arkansas at Fayetteville
Advanced Neural Network Applications
Machine Learning Applications
Livestock and Poultry Management
Clark Griscom
University of Arkansas at Fayetteville
Livestock and Poultry Management
Microbial infections and disease research
Meat and Animal Product Quality
Jacob Collier-Tenison
Hendrix College
Advanced Neural Network Applications
Machine Learning Applications
Robotics and Sensor-Based Localization