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Computer Vision Algorithm Development and Biomedical Applications
(2016-05-10)
Supervising Professor: Liping Tang and Weihua Mao
This study focuses on the development and analysis of novel computer vision algorithms for biomedical applications. Chapter 2 focuses on developing a 2D Canny edge-based ...
Towards Automated Understanding of Laparoscopic Videos
(2019-08-09)
Despite the advantages of minimally invasive surgeries, the indirect access and lack of the 3D field of view of the area of interest introduce complications in the procedures. Fortunately, the recorded videos from the ...
Artificial Intelligence For Cognitive Behavior Assessment In Children
(2018-06-25)
Cognitive impairments in early childhood can lead to poor academic performance and require proper remedial intervention at the appropriate time. ADHD affects about 6-7% of children and is a psychiatric neurodevelopmental ...
Region Based Convolutional Neural Networks for object detection and recognition in ADAS application
(2018-02-15)
Object Detection and Recognition using Computer Vision has been a very interesting and a challenging field of study from past three decades. Recent advancements in Deep Learning and as well as increase in computational ...
HUMAN ROBOT INTERACTION WITH CLOUD ASSISTED VOICE CONTROL AND VISION SYSTEM
(2018-05-14)
The objective of this research is to investigate a way of interaction between humans and robots, which is through voice or speech commands. A Biomimetic Artificial Hand (BAH) is used as a platform to perform grasping tasks ...
Extracting and Modeling Useful Information from Videos for Supporting Continuous Queries
(2016-12-20)
Automating video stream processing for inferring situations of interest has been an ongoing challenge. This problem is currently exacerbated by the volume of surveillance/monitoring videos generated. Currently, manual or ...
Understanding human actions: Cognitive assessment and action segmentation using human object interaction
(2022-11-07)
Automatic understanding of human behavior has several applications in medicine and surveillance. Analysing human actions can enable cognitive assessment of children by measuring their hyperactivity and response inhibition ...
FROM TEXT CLASSIFICATION TO IMAGE CLUSTERING, PROBLEMS LESS OPTIMIZED
(2018-06-11)
Machine Learning is thriving. Every industry is using its techniques in some way to improve their efficiency and revenue. However, the focus on research is not divided equally between all of the different areas and problems ...
Applications of deep learning in large-scale object detection and semantic segmentation
(2018-08-13)
With the massive storage of multimedia data and increasing computational power of mobile devices, developing scalable computer vision applications has become the primary motivation for both research and industrial community. ...
Computer Vision Methods for Sign Language and Cognitive Evaluation through Physical Tasks
(2020-08-05)
Analyzing human motion is vital for a multitude of tasks including human-computer interaction,
sign language recognition, and the assessment of cognitive disorders. Providing automatic assessments for cognitive disorders ...