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Hughes Perreault

About Hughes Perreault

Hughes Perreault, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at École Polytechnique de Montréal, specializes in the field of Machine Learning, Computer Vision, Object Detection, Instance Segmentation.

His recent articles reflect a diverse array of research interests and contributions to the field:

MobileFuse: Multimodal Image Fusion at the Edge

Multimodal deep homography estimation using a domain adaptation generative adversarial network

Thermal and visible image registration using deep homography

PolyTrack: tracking with bounding polygons

FFAVOD: Feature fusion architecture for video object detection

Détection et segmentation des usagers de la route dans des images et vidéos

Centerpoly: Real-time instance segmentation using bounding polygons

Rn-vid: A feature fusion architecture for video object detection

Hughes Perreault Information

University

Position

PhD student

Citations(all)

116

Citations(since 2020)

116

Cited By

12

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

3

i10Index(since 2020)

3

Email

University Profile Page

Google Scholar

Hughes Perreault Skills & Research Interests

Machine Learning

Computer Vision

Object Detection

Instance Segmentation

Top articles of Hughes Perreault

MobileFuse: Multimodal Image Fusion at the Edge

2023/6/27

Hughes Perreault
Hughes Perreault

H-Index: 2

Multimodal deep homography estimation using a domain adaptation generative adversarial network

2022/12/17

Hughes Perreault
Hughes Perreault

H-Index: 2

Sébastien Roy
Sébastien Roy

H-Index: 32

Thermal and visible image registration using deep homography

2022/7/4

Hughes Perreault
Hughes Perreault

H-Index: 2

Jean-Philippe Mercier
Jean-Philippe Mercier

H-Index: 3

Sébastien Roy
Sébastien Roy

H-Index: 32

PolyTrack: tracking with bounding polygons

arXiv preprint arXiv:2111.01606

2021/11/2

Hughes Perreault
Hughes Perreault

H-Index: 2

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

Nicolas Saunier
Nicolas Saunier

H-Index: 28

FFAVOD: Feature fusion architecture for video object detection

Pattern Recognition Letters

2021/11/1

Hughes Perreault
Hughes Perreault

H-Index: 2

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

Nicolas Saunier
Nicolas Saunier

H-Index: 28

Détection et segmentation des usagers de la route dans des images et vidéos

2021

Hughes Perreault
Hughes Perreault

H-Index: 2

Centerpoly: Real-time instance segmentation using bounding polygons

2021

Hughes Perreault
Hughes Perreault

H-Index: 2

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

Nicolas Saunier
Nicolas Saunier

H-Index: 28

Rn-vid: A feature fusion architecture for video object detection

2020/6/17

Hughes Perreault
Hughes Perreault

H-Index: 2

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

Nicolas Saunier
Nicolas Saunier

H-Index: 28

SpotNet: Self-attention multi-task network for object detection

2020/5/13

Hughes Perreault
Hughes Perreault

H-Index: 2

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

Nicolas Saunier
Nicolas Saunier

H-Index: 28

See List of Professors in Hughes Perreault University(École Polytechnique de Montréal)

Co-Authors

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