Mennatullah Siam

Mennatullah Siam

University of Alberta

H-index: 15

North America-Canada

About Mennatullah Siam

Mennatullah Siam, With an exceptional h-index of 15 and a recent h-index of 14 (since 2020), a distinguished researcher at University of Alberta, specializes in the field of Few-shot Object Segmentation, Video Object Segmentation, Computer Vision, Deep Learning.

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

A Survey on African Computer Vision Datasets, Topics and Researchers

Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach

System Identification of Neural Systems: Going Beyond Images to Modelling Dynamics

M3T: Multi-Scale Memory Matching for Video Object Segmentation and Tracking

Two-stage Joint Transductive and Inductive learning for Nuclei Segmentation

AI-assisted tool for early diagnosis and prevention of colorectal cancer in Africa

Multiscale Memory Comparator Transformer for Few-Shot Video Segmentation

Towards a Better Understanding of the Computer Vision Research Community in Africa

Mennatullah Siam Information

University

Position

___

Citations(all)

1389

Citations(since 2020)

1237

Cited By

658

hIndex(all)

15

hIndex(since 2020)

14

i10Index(all)

16

i10Index(since 2020)

14

Email

University Profile Page

Google Scholar

Mennatullah Siam Skills & Research Interests

Few-shot Object Segmentation

Video Object Segmentation

Computer Vision

Deep Learning

Top articles of Mennatullah Siam

A Survey on African Computer Vision Datasets, Topics and Researchers

arXiv preprint arXiv:2401.11617

2024/1/21

Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach

2024/4/17

Mennatullah Siam
Mennatullah Siam

H-Index: 11

System Identification of Neural Systems: Going Beyond Images to Modelling Dynamics

arXiv preprint arXiv:2402.12519

2024/2/19

Mohamed Rashad
Mohamed Rashad

H-Index: 1

Mennatullah Siam
Mennatullah Siam

H-Index: 11

M3T: Multi-Scale Memory Matching for Video Object Segmentation and Tracking

arXiv preprint arXiv:2312.08514

2023/12/13

Raghav Goyal
Raghav Goyal

H-Index: 0

Mennatullah Siam
Mennatullah Siam

H-Index: 11

Two-stage Joint Transductive and Inductive learning for Nuclei Segmentation

arXiv preprint arXiv:2311.08774

2023/11/15

Hesham Ali
Hesham Ali

H-Index: 0

Mennatullah Siam
Mennatullah Siam

H-Index: 11

AI-assisted tool for early diagnosis and prevention of colorectal cancer in Africa

2023/8/19

Mennatullah Siam
Mennatullah Siam

H-Index: 11

Multiscale Memory Comparator Transformer for Few-Shot Video Segmentation

arXiv preprint arXiv:2307.07812

2023/7/15

Towards a Better Understanding of the Computer Vision Research Community in Africa

2023/5/11

Mennatullah Siam
Mennatullah Siam

H-Index: 11

MED-VT: Multiscale Encoder-Decoder Video Transformer with Application to Object Segmentation

2023

Rezaul Karim
Rezaul Karim

H-Index: 3

He Zhao
He Zhao

H-Index: 4

Mennatullah Siam
Mennatullah Siam

H-Index: 11

Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks

arXiv preprint arXiv:2211.01783

2022/11/3

Temporal Transductive Inference for Few-Shot Video Object Segmentation

arXiv preprint arXiv:2203.14308

2022/3/27

Mennatullah Siam
Mennatullah Siam

H-Index: 11

A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information

2022

Monocular instance motion segmentation for autonomous driving: Kitti instancemotseg dataset and multi-task baseline

2021/7/11

Mennatullah Siam
Mennatullah Siam

H-Index: 11

Hazem Rashed
Hazem Rashed

H-Index: 2

Video Class Agnostic Segmentation with Contrastive Learning for Autonomous Driving

arXiv preprint arXiv:2105.03533

2021/5/7

Learning Video Object Segmentation from Limited Labelled Data

2021

Mennatullah Siam
Mennatullah Siam

H-Index: 11

Video Class Agnostic Segmentation Benchmark for Autonomous Driving

2021

Weakly supervised few-shot object segmentation using co-attention with visual and semantic embeddings

arXiv preprint arXiv:2001.09540

2020/1/26

Mennatullah Siam
Mennatullah Siam

H-Index: 11

Martin Jagersand
Martin Jagersand

H-Index: 23

See List of Professors in Mennatullah Siam University(University of Alberta)

Co-Authors

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