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12/01/2022
One-shot recognition of any material anywhere using contrastive learning with physics-based rendering
We present MatSim: a synthetic dataset, a benchmark, and a method for co...
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09/30/2021
Seeing Glass: Joint Point Cloud and Depth Completion for Transparent Objects
The basis of many object manipulation algorithms is RGB-D input. Yet, co...
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09/15/2021
Predicting 3D shapes, masks, and properties of materials, liquids, and objects inside transparent containers, using the TransProteus CGI dataset
We present TransProteus, a dataset, and methods for predicting the 3D st...
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05/04/2021
Computer vision for liquid samples in hospitals and medical labs using hierarchical image segmentation and relations prediction
This work explores the use of computer vision for image segmentation and...
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12/17/2020
Deep Molecular Dreaming: Inverse machine learning for de-novo molecular design and interpretability with surjective representations
Computer-based de-novo design of functional molecules is one of the most...
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08/24/2019
Generator evaluator-selector net: a modular approach for panoptic segmentation
In machine learning and other fields, suggesting a good solution to a pr...
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02/20/2019
Class-independent sequential full image segmentation, using a convolutional net that finds a segment within an attention region, given a pointer pixel within this segment
This work examines the use of a fully convolutional net (FCN) to find an...
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12/01/2018
Classifying a specific image region using convolutional nets with an ROI mask as input
Convolutional neural nets (CNN) are the leading computer vision method f...
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10/14/2017
Hierarchical semantic segmentation using modular convolutional neural networks
Image recognition tasks that involve identifying parts of an object or t...
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01/31/2016
Tracing liquid level and material boundaries in transparent vessels using the graph cut computer vision approach
Detection of boundaries of materials stored in transparent vessels is es...
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05/30/2015
Using curvature to distinguish between surface reflections and vessel contents in computer vision based recognition of materials in transparent vessels
The recognition of materials and objects inside transparent containers u...
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01/20/2015
Tracing the boundaries of materials in transparent vessels using computer vision
Visual recognition of material boundaries in transparent vessels is valu...
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04/28/2014
