Deepu Rajan

Deepu Rajan

Nanyang Technological University

H-index: 38

Asia-Singapore

About Deepu Rajan

Deepu Rajan, With an exceptional h-index of 38 and a recent h-index of 20 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of Image Processing, Computer Vision.

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

A multivariate Markov chain model for interpretable dense action anticipation

A unified framework for guiding generative ai with wireless perception in resource constrained mobile edge networks

Activation Control of Vision Models for Sustainable AI Systems

Cross-Modality and Within-Modality Regularization for Audio-Visual DeepFake Detection

Multimodal few-shot classification without attribute embedding

Towards Balanced Active Learning for Multimodal Classification

UniS-MMC: Multimodal classification via unimodality-supervised multimodal contrastive learning

Controllable video generation with text-based instructions

Deepu Rajan Information

University

Position

___

Citations(all)

4901

Citations(since 2020)

1817

Cited By

3745

hIndex(all)

38

hIndex(since 2020)

20

i10Index(all)

82

i10Index(since 2020)

40

Email

University Profile Page

Nanyang Technological University

Google Scholar

View Google Scholar Profile

Deepu Rajan Skills & Research Interests

Image Processing

Computer Vision

Top articles of Deepu Rajan

Title

Journal

Author(s)

Publication Date

A multivariate Markov chain model for interpretable dense action anticipation

Neurocomputing

Yihui Qiu

Deepu Rajan

2024/3/14

A unified framework for guiding generative ai with wireless perception in resource constrained mobile edge networks

IEEE Transactions on Mobile Computing

Jiacheng Wang

Hongyang Du

Dusit Niyato

Jiawen Kang

Zehui Xiong

...

2024/3/14

Activation Control of Vision Models for Sustainable AI Systems

IEEE Transactions on Artificial Intelligence

Jonathan Burton-Barr

Basura Fernando

Deepu Rajan

2024/3/5

Cross-Modality and Within-Modality Regularization for Audio-Visual DeepFake Detection

arXiv preprint arXiv:2401.05746

Heqing Zou

Meng Shen

Yuchen Hu

Chen Chen

Eng Siong Chng

...

2024/1/11

Multimodal few-shot classification without attribute embedding

EURASIP Journal on Image and Video Processing

Jun Qing Chang

Deepu Rajan

Nicholas Vun

2024/1/10

Towards Balanced Active Learning for Multimodal Classification

Meng Shen

Yizheng Huang

Jianxiong Yin

Heqing Zou

Deepu Rajan

...

2023/10/26

UniS-MMC: Multimodal classification via unimodality-supervised multimodal contrastive learning

arXiv preprint arXiv:2305.09299

Heqing Zou

Meng Shen

Chen Chen

Yuchen Hu

Deepu Rajan

...

2023/5/16

Controllable video generation with text-based instructions

IEEE transactions on multimedia

Ali Köksal

Kenan E Ak

Ying Sun

Deepu Rajan

Joo Hwee Lim

2023/3/29

UniS-MMC: Learning Unimodality-supervised Multimodal Contrastive Representations

Heqing Zou

Meng Shen

Chen Chen

Yuchen Hu

Deepu Rajan

...

2022/9/29

Speech emotion recognition with co-attention based multi-level acoustic information

Heqing Zou

Yuke Si

Chen Chen

Deepu Rajan

Eng Siong Chng

2022/5/23

An embedded deep fuzzy association model for learning and explanation

Applied Soft Computing

Chen Xie

Deepu Rajan

Dilip K Prasad

Chai Quek

2022/12/1

Smart interpretable model (SIM) enabling subject matter experts in rule generation

Expert Systems with Applications

Hotman Christianto

Gary Kee Khoon Lee

Zhou Weigui Jair

Henry Kasim

Deepu Rajan

2022/11/30

An interpretable Neural Fuzzy Hammerstein-Wiener network for stock price prediction

Information Sciences

Chen Xie

Deepu Rajan

Quek Chai

2021/10/1

Deep residual pooling network for texture recognition

pattern Recognition

Shangbo Mao

Deepu Rajan

Liang Tien Chia

2021/4/1

A deep hybrid fuzzy neural hammerstein-wiener network for stock price prediction

Xie Chen

Deepu Rajan

Chai Quek

2020/2/19

An image similarity descriptor for classification tasks

Journal of Visual Communication and Image Representation

Liangliang Wang

Deepu Rajan

2020/8/1

Saliency-based bit plane detection for network applications

Multimedia Tools and Applications

Maryam Asadzadeh Kaljahi

Palaiahnakote Shivakumara

Saqib Hakak

Mohd Yamani Idna Idris

Mohammad Hossein Anisi

...

2020/7

See List of Professors in Deepu Rajan University(Nanyang Technological University)