1. Ultrasound Temperature Estimation Using Generative Adversarial Networks Open Access Author: Safri, Muayyad Title: Ultrasound Temperature Estimation Using Generative Adversarial Networks Area of Honors: Computer Engineering Keywords: High-intensity focused ultrasoundUltrasound Temperature EstimationGenerative adversarial networksDeep Learning File: Download Honors_Thesis_final.pdf Thesis Supervisors: Mohamed Khaled Almekkawy, Thesis SupervisorRobert Collins, Thesis Honors Advisor
2. Addressing Overfitting Issues with Deep Learning Model for Video Action Recognition Open Access Author: Muralidhar, Shivran Title: Addressing Overfitting Issues with Deep Learning Model for Video Action Recognition Area of Honors: Computer Engineering Keywords: deep learningmachine learningvideo recognitioncomputer vision File: Download Muralidhar_Shivran_Addressing_Overfitting_Issues_with_Deep_Learning_Model.pdf Thesis Supervisors: Vijaykrishnan Narayanan, Thesis SupervisorVijaykrishnan Narayanan, Thesis Honors AdvisorJohn Morgan Sampson, Faculty Reader
3. Road Traffic Crash Severity Prediction Using Multi-State Data Open Access Author: England, Thomas M Title: Road Traffic Crash Severity Prediction Using Multi-State Data Area of Honors: Computer Engineering Keywords: Machine LearningCrash Severity PredictionDecision TreeNeural NetworkData Processing File: Download Thomas_England_Thesis_2021__1_.pdf Thesis Supervisors: Kamesh Madduri, Thesis SupervisorJohn Morgan Sampson, Thesis Honors Advisor
4. Attention Based Human Action Recognition Model Open Access Author: Shen, Tianyi Title: Attention Based Human Action Recognition Model Area of Honors: Computer Engineering Keywords: Action RecognitionVideo UnderstandingGraph ConvolutionSpatial-Temporal StructureAttention MechanismTransformer ModelData Augmentation File: Download thesis_Tianyi.pdf Thesis Supervisors: Vijaykrishnan Narayanan, Thesis SupervisorJohn Morgan Sampson, Thesis Honors Advisor
5. Efficient and Accurate Motion Tracking and its Applications within the Internet of Things Design Space Open Access Author: Gardner, Kevin Title: Efficient and Accurate Motion Tracking and its Applications within the Internet of Things Design Space Area of Honors: Computer Engineering Keywords: ASLASLLVDCNNHRIIMULSTMMonocular RGBRGB-DRNNAmerican Sign LanguageAmerican Sign Language Large Video DatasetConvolutional Neural NetworkHuman Robot InteractionInertial Measurement UnitLong Short-Term Memory RNNRecurrent Neural Network File: Download Thesis_Final_Draft.pdf Thesis Supervisors: Mahanth Gowda, Thesis SupervisorJohn Morgan Sampson, Thesis Honors Advisor
