Dushyant Mehta | DeepAI

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∙ 06/16/2022

Simple and Efficient Architectures for Semantic Segmentation

Though the state-of-the architectures for semantic segmentation, such as...

19 Dushyant Mehta, et al. ∙

∙ 02/13/2021

Learning Speech-driven 3D Conversational Gestures from Video

We propose the first approach to automatically and jointly synthesize bo...

5 Ikhsanul Habibie, et al. ∙

∙ 01/11/2021

Neural Re-Rendering of Humans from a Single Image

Human re-rendering from a single image is a starkly under-constrained pr...

28 Kripasindhu Sarkar, et al. ∙

∙ 12/16/2020

Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces

This work presents DONNA (Distilling Optimal Neural Network Architecture...

10 Bert Moons, et al. ∙

∙ 07/01/2019

XNect: Real-time Multi-person 3D Human Pose Estimation with a Single RGB Camera

We present a real-time approach for multi-person 3D motion capture at ov...

13 Dushyant Mehta, et al. ∙

∙ 05/13/2019

Implicit Filter Sparsification In Convolutional Neural Networks

We show implicit filter level sparsity manifests in convolutional neural...

0 Dushyant Mehta, et al. ∙

∙ 04/05/2019

In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations

Convolutional Neural Network based approaches for monocular 3D human pos...

0 Ikhsanul Habibie, et al. ∙

∙ 11/29/2018

On Implicit Filter Level Sparsity in Convolutional Neural Networks

We investigate filter level sparsity that emerges in convolutional neura...

0 Dushyant Mehta, et al. ∙

∙ 12/09/2017

Single-Shot Multi-Person 3D Body Pose Estimation From Monocular RGB Input

We propose a new efficient single-shot method for multi-person 3D pose e...

0 Dushyant Mehta, et al. ∙

∙ 12/04/2017

GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB

We address the highly challenging problem of real-time 3D hand tracking ...

0 Franziska Mueller, et al. ∙

∙ 08/07/2017

MonoPerfCap: Human Performance Capture from Monocular Video

We present the first marker-less approach for temporally coherent 3D per...

0 Weipeng Xu, et al. ∙

∙ 05/03/2017

VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera

We present the first real-time method to capture the full global 3D skel...

0 Dushyant Mehta, et al. ∙

∙ 04/07/2017

Real-time Hand Tracking under Occlusion from an Egocentric RGB-D Sensor

We present an approach for real-time, robust and accurate hand pose esti...

0 Franziska Mueller, et al. ∙

∙ 11/29/2016

Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision

We propose a CNN-based approach for 3D human body pose estimation from s...

0 Dushyant Mehta, et al. ∙

∙ 03/19/2016

Deep Shading: Convolutional Neural Networks for Screen-Space Shading

In computer vision, convolutional neural networks (CNNs) have recently a...

0 Oliver Nalbach, et al. ∙