John Collomosse

John Collomosse

University of Surrey

H-index: 37

Europe-United Kingdom

About John Collomosse

John Collomosse, With an exceptional h-index of 37 and a recent h-index of 28 (since 2020), a distinguished researcher at University of Surrey, specializes in the field of Computer Vision, Computer Graphics, DLT/Blockchain, Artificial Intelligence.

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

FINEMATCH: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction

Image processing network search for deep image priors

VIXEN: Visual Text Comparison Network for Image Difference Captioning

DETERMINING VIDEO PROVENANCE UTILIZING DEEP LEARNING

ProMark: Proactive Diffusion Watermarking for Causal Attribution

Video manipulation detection

Identifying and localizing editorial changes to images utilizing deep learning

TrustMark: Universal Watermarking for Arbitrary Resolution Images

John Collomosse Information

University

Position

Principal Scientist Adobe Research. Professor in Computer Vision .

Citations(all)

5015

Citations(since 2020)

2958

Cited By

3098

hIndex(all)

37

hIndex(since 2020)

28

i10Index(all)

86

i10Index(since 2020)

60

Email

University Profile Page

Google Scholar

John Collomosse Skills & Research Interests

Computer Vision

Computer Graphics

DLT/Blockchain

Artificial Intelligence

Top articles of John Collomosse

FINEMATCH: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction

arXiv preprint arXiv:2404.14715

2024/4/23

Image processing network search for deep image priors

2021/8/26

VIXEN: Visual Text Comparison Network for Image Difference Captioning

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

DETERMINING VIDEO PROVENANCE UTILIZING DEEP LEARNING

2024/2/29

ProMark: Proactive Diffusion Watermarking for Causal Attribution

arXiv preprint arXiv:2403.09914

2024/3/14

Video manipulation detection

2023/12/21

Identifying and localizing editorial changes to images utilizing deep learning

2023/11/30

TrustMark: Universal Watermarking for Arbitrary Resolution Images

arXiv preprint arXiv:2311.18297

2023/11/30

DECORAIT-DECentralized Opt-in/out Registry for AI Training

2023/11/30

Utilizing voxel feature transformations for view synthesis

2023/11/21

Digital Content Layout Encoding for Search

2023/11/9

Scene designer: compositional sketch-based image retrieval with contrastive learning and an auxiliary synthesis task

Multimedia tools and applications

2023/10

Retrieval-based text-to-image generation with visual-semantic contrastive representation

2023/8/17

Determining fine-grain visual style similarities for digital images by extracting style embeddings disentangled from image content

2023/7/25

Learning to search user experience designs based on structural similarity

2023/7/18

Adversarially robust visual fingerprinting and image provenance models

2023/7/13

Diff-nst: Diffusion interleaving for deformable neural style transfer

arXiv preprint arXiv:2307.04157

2023/7/9

Audio-visual contrastive learning with temporal self-supervision

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Layout representation learning with spatial and structural hierarchies

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Aladin-nst: Self-supervised disentangled representation learning of artistic style through neural style transfer

arXiv preprint arXiv:2304.05755

2023/4/12

See List of Professors in John Collomosse University(University of Surrey)

Co-Authors

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