
On the Statistical Analysis of Complex Treeshaped 3D Objects
How can one analyze detailed 3D biological objects, such as neurons and ...
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Learnable Triangulation for Deep Learningbased 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images
We propose a novel deep reinforcement learningbased approach for 3D obj...
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4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data
We propose a novel framework to learn the spatiotemporal variability in ...
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Handson Bayesian Neural Networks – a Tutorial for Deep Learning Users
Modern deep learning methods have equipped researchers and engineers wit...
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A Survey on Deep Learning Techniques for Stereobased Depth Estimation
Estimating depth from RGB images is a longstanding illposed problem, w...
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RGBD imagebased Object Detection: from Traditional Methods to Deep Learning Techniques
Object detection from RGB images is a longstanding problem in image pro...
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Imagebased 3D Object Reconstruction: StateoftheArt and Trends in the Deep Learning Era
3D reconstruction is a longstanding illposed problem, which has been ex...
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A Survey on Deep Learning Architectures for Imagebased Depth Reconstruction
Estimating depth from RGB images is a longstanding illposed problem, w...
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Statistical Analysis and Modeling of the Geometry and Topology of Plant Roots
Root is an important organ of a plant since it is responsible for water ...
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A Survey on Nonrigid 3D Shape Analysis
Shape is an important physical property of natural and manmade 3D object...
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A Comprehensive Survey of Deep Learning for Image Captioning
Generating a description of an image is called image captioning. Image c...
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A Comprehensive Study of Deep Learning for Image Captioning
Generating a description of an image is called image captioning. Image c...
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Numerical Inversion of SRNF Maps for Elastic Shape Analysis of GenusZero Surfaces
Recent developments in elastic shape analysis (ESA) are motivated by the...
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Hamid Laga
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