Masanori Suganuma

About Masanori Suganuma

Masanori Suganuma, With an exceptional h-index of 12 and a recent h-index of 12 (since 2020), a distinguished researcher at Tohoku University, specializes in the field of Computer Vision, Evolutionary Computation, Machine Learning.

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

Symmetry-aware Neural Architecture for Embodied Visual Navigation

That’s BAD: blind anomaly detection by implicit local feature clustering

Improving visual question answering for bridge inspection by pre‐training with external data of image–text pairs

SBCFormer: Lightweight Network Capable of Full-size ImageNet Classification at 1 FPS on Single Board Computers

Contextual affinity distillation for image anomaly detection

Rectifying Open-Set Object Detection: Proper Evaluation and a Taxonomy

Accurate single-image defocus deblurring based on improved integration with defocus map estimation

Visual Abductive Reasoning Meets Driving Hazard Prediction: Problem Formulation and Dataset

Masanori Suganuma Information

University

Position

___

Citations(all)

1506

Citations(since 2020)

1427

Cited By

560

hIndex(all)

12

hIndex(since 2020)

12

i10Index(all)

15

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Masanori Suganuma Skills & Research Interests

Computer Vision

Evolutionary Computation

Machine Learning

Top articles of Masanori Suganuma

Symmetry-aware Neural Architecture for Embodied Visual Navigation

International Journal of Computer Vision

2024/4

Shuang Liu
Shuang Liu

H-Index: 9

Masanori Suganuma
Masanori Suganuma

H-Index: 7

That’s BAD: blind anomaly detection by implicit local feature clustering

Machine Vision and Applications

2024/3

Jie Zhang
Jie Zhang

H-Index: 10

Masanori Suganuma
Masanori Suganuma

H-Index: 7

Improving visual question answering for bridge inspection by pre‐training with external data of image–text pairs

Computer‐Aided Civil and Infrastructure Engineering

2024/2

Masanori Suganuma
Masanori Suganuma

H-Index: 7

SBCFormer: Lightweight Network Capable of Full-size ImageNet Classification at 1 FPS on Single Board Computers

2024

Masanori Suganuma
Masanori Suganuma

H-Index: 7

Contextual affinity distillation for image anomaly detection

2024

Jie Zhang
Jie Zhang

H-Index: 10

Masanori Suganuma
Masanori Suganuma

H-Index: 7

Rectifying Open-Set Object Detection: Proper Evaluation and a Taxonomy

2023/12/12

Masanori Suganuma
Masanori Suganuma

H-Index: 7

Accurate single-image defocus deblurring based on improved integration with defocus map estimation

2023/10/8

Qian Ye
Qian Ye

H-Index: 3

Masanori Suganuma
Masanori Suganuma

H-Index: 7

Visual Abductive Reasoning Meets Driving Hazard Prediction: Problem Formulation and Dataset

arXiv preprint arXiv:2310.04671

2023/10/7

Van-Quang Nguyen
Van-Quang Nguyen

H-Index: 5

Masanori Suganuma
Masanori Suganuma

H-Index: 7

Unsupervised domain adaptation for semantic segmentation via cross-region alignment

Computer Vision and Image Understanding

2023/9/1

Zhijie Wang
Zhijie Wang

H-Index: 18

Xing Liu
Xing Liu

H-Index: 6

Masanori Suganuma
Masanori Suganuma

H-Index: 7

Network Pruning and Fine-tuning for Few-shot Industrial Image Anomaly Detection

2023/7/18

Jie Zhang
Jie Zhang

H-Index: 10

Masanori Suganuma
Masanori Suganuma

H-Index: 7

Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image

arXiv preprint arXiv:2307.02875

2023/7/6

Masanori Suganuma
Masanori Suganuma

H-Index: 7

RefVSR++: Exploiting Reference Inputs for Reference-based Video Super-resolution

arXiv preprint arXiv:2307.02897

2023/7/6

Masanori Suganuma
Masanori Suganuma

H-Index: 7

Prediction of the Mechanical Properties of Carbon Fiber Reinforced Polymer Composites Using Machine Learning

Journal of the Japan Society for Composite Materials

2023/1/15

Masanori Suganuma
Masanori Suganuma

H-Index: 7

Bridging the gap from asymmetry tricks to decorrelation principles in non-contrastive self-supervised learning

Advances in Neural Information Processing Systems

2022/12/6

Masanori Suganuma
Masanori Suganuma

H-Index: 7

Rectifying open-set object detection: A taxonomy, practical applications, and proper evaluation

arXiv preprint arXiv:2207.09775

2022/7/20

Masanori Suganuma
Masanori Suganuma

H-Index: 7

GRIT: Faster and Better Image captioning Transformer Using Dual Visual Features

2022/10/23

Van-Quang Nguyen
Van-Quang Nguyen

H-Index: 5

Masanori Suganuma
Masanori Suganuma

H-Index: 7

Single-image defocus deblurring by integration of defocus map prediction tracing the inverse problem computation

arXiv preprint arXiv:2207.03047

2022/7/7

Qian Ye
Qian Ye

H-Index: 3

Masanori Suganuma
Masanori Suganuma

H-Index: 7

Learning Regularized Multi-Scale Feature Flow for High Dynamic Range Imaging

arXiv preprint arXiv:2207.02539

2022/7/6

Qian Ye
Qian Ye

H-Index: 3

Masanori Suganuma
Masanori Suganuma

H-Index: 7

Jun Xiao
Jun Xiao

H-Index: 16

Rethinking Unsupervised Domain Adaptation for Semantic Segmentation

arXiv preprint arXiv:2207.00067

2022/6/30

Zhijie Wang
Zhijie Wang

H-Index: 18

Masanori Suganuma
Masanori Suganuma

H-Index: 7

k‐Means Clustering for Prediction of Tensile Properties in Carbon Fiber‐Reinforced Polymer Composites

Advanced Engineering Materials

2022/5

Masanori Suganuma
Masanori Suganuma

H-Index: 7

See List of Professors in Masanori Suganuma University(Tohoku University)