C
Chaitanya Pallerla Data-verified
Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.
Researcher
faculty
2 h-index
15 pubs
17 cited
Research Areas
Links
Biography and Research Information
OverviewAI-generated summary
Chaitanya Pallerla's research focuses on the application of advanced computational techniques, particularly deep learning and neural networks, to address challenges in agricultural processing and food safety. His recent work includes developing and evaluating neural network architectures for classifying chicken meat quality attributes, such as woody breast and hardness, and for instance segmentation of chicken carcasses using cost-effective active laser scanning systems. Pallerla has also investigated synthetic data augmentation strategies to improve the performance of these models. His research extends to food safety monitoring, with work on robotic swabbing and fluorescent sensing for hygiene assessment of food contact surfaces. Additionally, he has explored efficient auto-labeling methods for large-scale poultry datasets and the use of thermal imaging for detecting contaminants in chicken breast. Pallerla collaborates with researchers Siavash Mahmoudi, Philip G. Crandall, Wan Shou, and C.M. Owens at the University of Arkansas at Fayetteville.
Metrics
- h-index: 2
- Publications: 15
- Citations: 17
Selected Publications
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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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Automated Detection of Kinky Back in Broiler Chickens Using Optimized Deep Learning Techniques (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
13 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
- Efficient auto-labeling of large-scale poultry datasets (ALPD) using an ensemble model with self- and active-learning approaches
- Evaluation of Robotic Swabbing and Fluorescent Sensing to Monitor the Hygiene of Food Contact Surfaces
- Neural Network Architecture Search Enabled Wide-Deep Learning (NAS-WD) for Spatially Heterogenous Property Awared Chicken Woody Breast Classification and Hardness Regression
Showing 5 of 13 shared publications
Siavash Mahmoudi
University of Arkansas at Fayetteville
9 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
- Neural Network Architecture Search Enabled Wide-Deep Learning (NAS-WD) for Spatially Heterogenous Property Awared Chicken Woody Breast Classification and Hardness Regression
- Palm-Size Wireless Piezoelectric Immune-Biosensing System for Rapid E. coli O157:H7 Detection
Showing 5 of 9 shared publications
Pouya Sohrabipour
University of Arkansas at Fayetteville
9 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
- Neural Network Architecture Search Enabled Wide-Deep Learning (NAS-WD) for Spatially Heterogenous Property Awared Chicken Woody Breast Classification and Hardness Regression
Showing 5 of 9 shared publications
Ramesh Bahadur Bist
University of Arkansas at Fayetteville (US)
7 shared publications
- Neural network architecture search enabled wide-deep learning (NAS-WD) for spatially heterogenous property awared chicken woody breast classification and hardness regression
- Efficient auto-labeling of large-scale poultry datasets (ALPD) using an ensemble model with self- and active-learning approaches
- Neural Network Architecture Search Enabled Wide-Deep Learning (NAS-WD) for Spatially Heterogenous Property Awared Chicken Woody Breast Classification and Hardness Regression
- Palm-Size Wireless Piezoelectric Immune-Biosensing System for Rapid E. coli O157:H7 Detection
- Palm-size wireless piezoelectric immune-biosensing system for rapid E. coli O157:H7 detection
Showing 5 of 7 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
- Cost Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation for Poultry Processing
- ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products
Showing 5 of 7 shared publications
Wan Shou
University of Arkansas at Fayetteville
6 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
- Cost Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation for Poultry Processing
- ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products
- Synthetic Data Augmentation for Enhanced Chicken Carcass Instance Segmentation
Showing 5 of 6 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
- Neural Network Architecture Search Enabled Wide-Deep Learning (NAS-WD) for Spatially Heterogenous Property Awared Chicken Woody Breast Classification and Hardness Regression
- 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
C.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
- 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
Yang Tian
3 shared publications
- Efficient auto-labeling of large-scale poultry datasets (ALPD) using an ensemble model with self- and active-learning approaches
- Palm-Size Wireless Piezoelectric Immune-Biosensing System for Rapid E. coli O157:H7 Detection
- Palm-size wireless piezoelectric immune-biosensing system for rapid E. coli O157:H7 detection
Jeyamkondan Subbiah
University of Arkansas at Fayetteville
3 shared publications
In database
- Palm-Size Wireless Piezoelectric Immune-Biosensing System for Rapid E. coli O157:H7 Detection
- 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
Yu She
Purdue University West Lafayette (US)
3 shared publications
- Cost-Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation in Poultry Processing
- Cost Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation for Poultry Processing
- ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products
Yu Feng
University of Arkansas at Fayetteville (US)
2 shared publications
- Neural network architecture search enabled wide-deep learning (NAS-WD) for spatially heterogenous property awared chicken woody breast classification and hardness regression
- Neural Network Architecture Search Enabled Wide-Deep Learning (NAS-WD) for Spatially Heterogenous Property Awared Chicken Woody Breast Classification and Hardness Regression
Lisa Kelso
2 shared publications
- Palm-Size Wireless Piezoelectric Immune-Biosensing System for Rapid E. coli O157:H7 Detection
- Palm-size wireless piezoelectric immune-biosensing system for rapid E. coli O157:H7 detection
Yiting Xiao
2 shared publications
- Palm-Size Wireless Piezoelectric Immune-Biosensing System for Rapid E. coli O157:H7 Detection
- Palm-size wireless piezoelectric immune-biosensing system for rapid E. coli O157:H7 detection
Ziyu Liu
2 shared publications
- Palm-Size Wireless Piezoelectric Immune-Biosensing System for Rapid E. coli O157:H7 Detection
- Palm-size wireless piezoelectric immune-biosensing system for rapid E. coli O157:H7 detection
Similar Researchers
Based on overlapping research topics
Amirreza Davar
University of Arkansas at Fayetteville
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