AIMC Topic: Vision, Ocular

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What do deep neural networks tell us about biological vision?

Vision research May 10, 2022
Humans Neural Networks, Computer Vision, Ocular
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Weather Classification by Utilizing Synthetic Data.

Sensors (Basel, Switzerland) Apr 21, 2022
Weather prediction from real-world images can be termed a complex task when targeting classification using neural networks. Moreover, the number of images throughout the available datasets can contain a huge amount of variance when comparing location...
Neural Networks, Computer Weather Data Collection Vision, Ocular
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Research on Intelligent Target Tracking Algorithm Based on MDNet under Artificial Intelligence.

Computational intelligence and neuroscience Apr 19, 2022
Target tracking is an important subject in computer vision technology, which has developed rapidly in recent ten years, and its application have become wider and wider. In this process, it has transferred from a simple experimental tracking environme...
Artificial Intelligence Algorithms Technology Vision, Ocular
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van der Waals Semiconductor Empowered Vertical Color Sensor.

ACS nano Apr 18, 2022
Biomimetic artificial vision is receiving significant attention nowadays, particularly for the development of neuromorphic electronic devices, artificial intelligence, and microrobotics. Nevertheless, color recognition, the most critical vision funct...
Artificial Intelligence Semiconductors Electronics Biomimetics Vision, Ocular
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Contextual associations represented both in neural networks and human behavior.

Scientific reports Apr 2, 2022
Contextual associations facilitate object recognition in human vision. However, the role of context in artificial vision remains elusive as does the characteristics that humans use to define context. We investigated whether contextually related objec...
Humans Neural Networks, Computer Vision, Ocular Visual Perception
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Photo-induced non-volatile VO phase transition for neuromorphic ultraviolet sensors.

Nature communications Apr 1, 2022
In the quest for emerging in-sensor computing, materials that respond to optical stimuli in conjunction with non-volatile phase transition are highly desired for realizing bioinspired neuromorphic vision components. Here, we report a non-volatile mul...
Neural Networks, Computer Vision, Ocular Phase Transition
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Vision-Based Learning from Demonstration System for Robot Arms.

Sensors (Basel, Switzerland) Mar 31, 2022
Robotic arms have been widely used in various industries and have the advantages of cost savings, high productivity, and efficiency. Although robotic arms are good at increasing efficiency in repetitive tasks, they still need to be re-programmed and ...
Humans Robotics Motion Vision, Ocular Movement Upper Extremity
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Recognition of Human Body Feature Changes in Sports Health Based on Deep Learning.

Computational and mathematical methods in medicine Mar 24, 2022
With the rapid development of social economy and the extensive and in-depth development of national fitness activities, national physical fitness monitoring and research work has achieved rapid development. In recent years, the application of deep le...
Humans Deep Learning Motion Vision, Ocular Sports Human Body
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Motor-related signals support localization invariance for stable visual perception.

PLoS computational biology Mar 14, 2022
Our ability to perceive a stable visual world in the presence of continuous movements of the body, head, and eyes has puzzled researchers in the neuroscience field for a long time. We reformulated this problem in the context of hierarchical convoluti...
Neural Networks, Computer Learning Animals Mammals Vision, Ocular Visual Perception
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Design and Implementation of a UAV-Based Airborne Computing Platform for Computer Vision and Machine Learning Applications.

Sensors (Basel, Switzerland) Mar 6, 2022
Visual sensing of the environment is crucial for flying an unmanned aerial vehicle (UAV) and is a centerpiece of many related applications. The ability to run computer vision and machine learning algorithms onboard an unmanned aerial system (UAS) is ...
Machine Learning Algorithms Computers Image Processing, Computer-Assisted Vision, Ocular
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