AIMC Topic: Vision Disparity

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Depth Perception Based on the Interaction of Binocular Disparity and Motion Parallax Cues in Three-Dimensional Space.

Sensors (Basel, Switzerland) May 17, 2025
BACKGROUND AND OBJECTIVES: Depth perception of the human visual system in three-dimensional (3D) space plays an important role in human-computer interaction and artificial intelligence (AI) areas. It mainly employs binocular disparity and motion para...
Humans Artificial Intelligence Motion Cues Motion Perception Depth Perception Vision, Binocular Vision Disparity
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Transformer Based Binocular Disparity Prediction with Occlusion Predict and Novel Full Connection Layers.

Sensors (Basel, Switzerland) Oct 6, 2022
The depth estimation algorithm based on the convolutional neural network has many limitations and defects by constructing matching cost volume to calculate the disparity: using a limited disparity range, the authentic disparity beyond the predetermin...
Neural Networks, Computer Algorithms Vision Disparity
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Parallax attention stereo matching network based on the improved group-wise correlation stereo network.

PloS one Feb 9, 2022
Recent stereo matching methods, especially end-to-end deep stereo matching networks, have achieved remarkable performance in the fields of autonomous driving and depth sensing. However, state-of-the-art stereo algorithms, even with the deep neural ne...
Humans Neural Networks, Computer Machine Learning Algorithms Imaging, Three-Dimensional Image Processing, Computer-Assisted Attention Cues Datasets as Topic Visual Perception Vision Disparity
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Emergence of Binocular Disparity Selectivity through Hebbian Learning.

The Journal of neuroscience : the official journal of the Society for Neuroscience Sep 21, 2018
Neural selectivity in the early visual cortex strongly reflects the statistics of our environment (Barlow, 2001; Geisler, 2008). Although this has been described extensively in literature through various encoding hypotheses (Barlow and Földiák, 1989;...
Humans Neural Networks, Computer Databases, Factual Neuronal Plasticity Visual Cortex Vision, Binocular Vision Disparity
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Binocular vision supports the development of scene segmentation capabilities: Evidence from a deep learning model.

Journal of vision Jul 6, 2021
The application of deep learning techniques has led to substantial progress in solving a number of critical problems in machine vision, including fundamental problems of scene segmentation and depth estimation. Here, we report a novel deep neural net...
Humans Deep Learning Depth Perception Vision, Binocular Vision Disparity
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