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08/06/2023
MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation
This paper proposes a novel transformer-based framework that aims to enh...
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09/17/2022
Active-Passive SimStereo – Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods
In stereo vision, self-similar or bland regions can make it difficult to...
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09/12/2022
Bayesian Learning for Disparity Map Refinement for Semi-Dense Active Stereo Vision
A major focus of recent developments in stereo vision has been on how to...
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12/02/2021
Generalized Closed-form Formulae for Feature-based Subpixel Alignment in Patch-based Matching
Cost-based image patch matching is at the core of various techniques in ...
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10/17/2021
On the Statistical Analysis of Complex Tree-shaped 3D Objects
How can one analyze detailed 3D biological objects, such as neurons and ...
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09/24/2021
Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images
We propose a novel deep reinforcement learning-based approach for 3D obj...
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01/23/2021
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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07/14/2020
Hands-on Bayesian Neural Networks – a Tutorial for Deep Learning Users
Modern deep learning methods have equipped researchers and engineers wit...
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06/01/2020
A Survey on Deep Learning Techniques for Stereo-based Depth Estimation
Estimating depth from RGB images is a long-standing ill-posed problem, w...
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07/22/2019
RGB-D image-based Object Detection: from Traditional Methods to Deep Learning Techniques
Object detection from RGB images is a long-standing problem in image pro...
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06/15/2019
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era
3D reconstruction is a longstanding ill-posed problem, which has been ex...
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06/14/2019
A Survey on Deep Learning Architectures for Image-based Depth Reconstruction
Estimating depth from RGB images is a long-standing ill-posed problem, w...
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05/16/2019
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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12/25/2018
A Survey on Non-rigid 3D Shape Analysis
Shape is an important physical property of natural and manmade 3D object...
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10/06/2018
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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10/06/2018
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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10/14/2016
