Hamid Laga | DeepAI

AI Chat

Featured Co-authors

Wanli Ouyang
169 publications
Mohammed Bennamoun
78 publications
Dan Xu
67 publications
Jinyuan Jia
39 publications
Wray Buntine
34 publications
Anuj Srivastava
28 publications
Guan Wang
23 publications
Aladine Chetouani
21 publications
Farid Boussaid
18 publications
Sebastian Kurtek
16 publications
Ferdous Sohel
15 publications

∙ 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...

0 Lian Xu, et al. ∙

∙ 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...

3 Laurent Jospin, et al. ∙

∙ 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...

8 Laurent Valentin Jospin, et al. ∙

∙ 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 ...

0 Laurent Valentin Jospin, et al. ∙

∙ 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 ...

9 Guan Wang, et al. ∙

∙ 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...

6 Tarek Ben Charrada, et al. ∙

∙ 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 ...

4 Hamid Laga, et al. ∙

∙ 07/14/2020

Hands-on Bayesian Neural Networks – a Tutorial for Deep Learning Users

Modern deep learning methods have equipped researchers and engineers wit...

356 Laurent Valentin Jospin, et al. ∙

∙ 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...

14 Hamid Laga, et al. ∙

∙ 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...

7 Isaac Ronald Ward, et al. ∙

∙ 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...

5 Xian-Feng Han, et al. ∙

∙ 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...

0 Hamid Laga, et al. ∙

∙ 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 ...

0 Guan Wang, et al. ∙

∙ 12/25/2018

A Survey on Non-rigid 3D Shape Analysis

Shape is an important physical property of natural and manmade 3D object...

6 Hamid Laga, et al. ∙

∙ 10/06/2018

A Comprehensive Survey of Deep Learning for Image Captioning

Generating a description of an image is called image captioning. Image c...

0 Md. Zakir Hossain, et al. ∙

∙ 10/06/2018

A Comprehensive Study of Deep Learning for Image Captioning

Generating a description of an image is called image captioning. Image c...

0 Md. Zakir Hossain, et al. ∙

∙ 10/14/2016

Numerical Inversion of SRNF Maps for Elastic Shape Analysis of Genus-Zero Surfaces

Recent developments in elastic shape analysis (ESA) are motivated by the...

0 Hamid Laga, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world