Deepu Rajan

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 48

Top Venues

CoRR

IEEE Trans. Image Process.

IEEE Trans. Intell. Transp. Syst.

VCIP

Publications

Jonathan Burton-Barr, Basura Fernando, Deepu Rajan
Activation Control of Vision Models for Sustainable AI Systems. IEEE Trans. Artif. Intell. 5 (7) (2024)
Yihui Qiu, Deepu Rajan
A multivariate Markov chain model for interpretable dense action anticipation. Neurocomputing 574 (2024)
Heqing Zou, Meng Shen, Yuchen Hu, Chen Chen, Eng Siong Chng, Deepu Rajan
Cross-Modality and Within-Modality Regularization for Audio-Visual DeepFake Detection. CoRR (2024)
Heqing Zou, Meng Shen, Yuchen Hu, Chen Chen, Eng Siong Chng, Deepu Rajan
Cross-Modality and Within-Modality Regularization for Audio-Visual Deepfake Detection. ICASSP (2024)
Ali Köksal, Kenan E. Ak, Ying Sun, Deepu Rajan, Joo Hwee Lim
Controllable Video Generation With Text-Based Instructions. IEEE Trans. Multim. 26 (2024)
Jun Qing Chang, Deepu Rajan, Nicholas Vun
Multimodal few-shot classification without attribute embedding. EURASIP J. Image Video Process. 2024 (1) (2024)
Heqing Zou, Meng Shen, Chen Chen, Yuchen Hu, Deepu Rajan, Eng Siong Chng
UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning. ACL (Findings) (2023)
Jiacheng Wang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Deepu Rajan, Shiwen Mao, Xuemin Shen
A Unified Framework for Guiding Generative AI with Wireless Perception in Resource Constrained Mobile Edge Networks. CoRR (2023)
Meng Shen, Yizheng Huang, Jianxiong Yin, Heqing Zou, Deepu Rajan, Simon See
Towards Balanced Active Learning for Multimodal Classification. ACM Multimedia (2023)
Heqing Zou, Meng Shen, Chen Chen, Yuchen Hu, Deepu Rajan, Eng Siong Chng
UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning. CoRR (2023)
Meng Shen, Yizheng Huang, Jianxiong Yin, Heqing Zou, Deepu Rajan, Simon See
Towards Balanced Active Learning for Multimodal Classification. CoRR (2023)
Hotman Christianto, Gary Kee Khoon Lee, Zhou Weigui Jair, Henry Kasim, Deepu Rajan
Smart interpretable model (SIM) enabling subject matter experts in rule generation. Expert Syst. Appl. 207 (2022)
Heqing Zou, Yuke Si, Chen Chen, Deepu Rajan, Eng Siong Chng
Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information. CoRR (2022)
Xie Chen, Deepu Rajan, Dilip K. Prasad, Chai Quek
An embedded deep fuzzy association model for learning and explanation. Appl. Soft Comput. 131 (2022)
Heqing Zou, Yuke Si, Chen Chen, Deepu Rajan, Eng Siong Chng
Speech Emotion Recognition with Co-Attention Based Multi-Level Acoustic Information. ICASSP (2022)
Shangbo Mao, Deepu Rajan, Liang-Tien Chia
Deep residual pooling network for texture recognition. Pattern Recognit. 112 (2021)
Xie Chen, Deepu Rajan, Chai Quek
An interpretable Neural Fuzzy Hammerstein-Wiener network for stock price prediction. Inf. Sci. 577 (2021)
Liangliang Wang, Deepu Rajan
An image similarity descriptor for classification tasks. J. Vis. Commun. Image Represent. 71 (2020)
Xie Chen, Deepu Rajan, Chai Quek
A Deep Hybrid Fuzzy Neural Hammerstein-Wiener Network for Stock Price Prediction. ICAIIC (2020)
Dilip K. Prasad, Huixu Dong, Deepu Rajan, Chai Quek
Are Object Detection Assessment Criteria Ready for Maritime Computer Vision? IEEE Trans. Intell. Transp. Syst. 21 (12) (2020)
Maryam Asadzadeh Kaljahi, Palaiahnakote Shivakumara, Saqib Hakak, Mohd Yamani Idna Bin Idris, Mohammad Hossein Anisi, Deepu Rajan
Saliency-based bit plane detection for network applications. Multim. Tools Appl. 79 (25-26) (2020)
En Teng Wong, Seanglidet Yean, Qingyao Hu, Bu-Sung Lee, Jigang Liu, Deepu Rajan
Gaze Estimation Using Residual Neural Network. PerCom Workshops (2019)
Yi Liu, Bu-Sung Lee, Deepu Rajan, Andrzej Sluzek, Martin J. McKeown
CamType: assistive text entry using gaze with an off-the-shelf webcam. Mach. Vis. Appl. 30 (3) (2019)
Jigang Liu, Francis Bu-Sung Lee, Deepu Rajan
Free-Head Appearance-Based Eye Gaze Estimation on Mobile Devices. ICAIIC (2019)
Anirudh Manyala, Hisham Cholakkal, Vijay Anand, Vivek Kanhangad, Deepu Rajan
CNN-based gender classification in near-infrared periocular images. Pattern Anal. Appl. 22 (4) (2019)
Dilip K. Prasad, Chandrashekar Krishna Prasath, Deepu Rajan, Lily Rachmawati, Eshan Rajabally, Chai Quek
Object Detection in a Maritime Environment: Performance Evaluation of Background Subtraction Methods. IEEE Trans. Intell. Transp. Syst. 20 (5) (2019)
Liangliang Wang, Deepu Rajan
Comparative Convolutional Neural Network for Younger Face Identification. VCIP (2019)
Junxia Li, Deepu Rajan, Jian Yang
Locality and context-aware top-down saliency. IET Image Process. 12 (3) (2018)
Dilip K. Prasad, Deepu Rajan, Chai Quek
Are object detection assessment criteria ready for maritime computer vision? CoRR (2018)
Hisham Cholakkal, Jubin Johnson, Deepu Rajan
Backtracking Spatial Pyramid Pooling-Based Image Classifier for Weakly Supervised Top-Down Salient Object Detection. IEEE Trans. Image Process. 27 (12) (2018)
Dilip K. Prasad, Chandrashekar Krishna Prasath, Deepu Rajan, Lily Rachmawati, Eshan Rajabally, Chai Quek
Maritime situational awareness using adaptive multi-sensor management under hazy conditions. CoRR (2017)
Raj Kumar Gupta, Alex Yong Sang Chia, Deepu Rajan, Zhiyong Huang
A learning-based approach for automatic image and video colorization. CoRR (2017)
Jubin Johnson, Hisham Cholakkal, Deepu Rajan
L1-Regularized Reconstruction Error as Alpha Matte. IEEE Signal Process. Lett. 24 (4) (2017)
Dilip K. Prasad, Deepu Rajan, Lily Rachmawati, Eshan Rajabally, Chai Quek
Video Processing From Electro-Optical Sensors for Object Detection and Tracking in a Maritime Environment: A Survey. IEEE Trans. Intell. Transp. Syst. 18 (8) (2017)
Dilip K. Prasad, Deepu Rajan, Chandrashekar Krishna Prasath, Lily Rachmawati, Eshan Rajabally, Chai Quek
MSCM-LiFe: Multi-scale cross modal linear feature for horizon detection in maritime images. CoRR (2017)
Jubin Johnson, Hisham Cholakkal, Deepu Rajan
L1-regularized Reconstruction Error as Alpha Matte. CoRR (2017)
Behrouz Saghafi, Deepu Rajan, Wanqing Li
Efficient 2D viewpoint combination for human action recognition. Pattern Anal. Appl. 19 (2) (2016)
Dilip K. Prasad, Deepu Rajan, Lily Rachmawati, Eshan Rajabally, Chai Quek
Video Processing from Electro-optical Sensors for Object Detection and Tracking in Maritime Environment: A Survey. CoRR (2016)
Junxia Li, Lei Luo, Fanlong Zhang, Jian Yang, Deepu Rajan
Double Low Rank Matrix Recovery for Saliency Fusion. IEEE Trans. Image Process. 25 (9) (2016)
Hisham Cholakkal, Jubin Johnson, Deepu Rajan
A classifier-guided approach for top-down salient object detection. Signal Process. Image Commun. 45 (2016)
Hisham Cholakkal, Jubin Johnson, Deepu Rajan
A Classifier-guided Approach for Top-down Salient Object Detection. CoRR (2016)
Jubin Johnson, Ehsan Shahrian Varnousfaderani, Hisham Cholakkal, Deepu Rajan
Sparse Coding for Alpha Matting. IEEE Trans. Image Process. 25 (7) (2016)
Hisham Cholakkal, Jubin Johnson, Deepu Rajan
Weakly Supervised Top-down Salient Object Detection. CoRR (2016)
Jubin Johnson, Ehsan Shahrian Varnousfaderani, Hisham Cholakkal, Deepu Rajan
Sparse Coding for Alpha Matting. CoRR (2016)
Hisham Cholakkal, Jubin Johnson, Deepu Rajan
Backtracking ScSPM Image Classifier for Weakly Supervised Top-Down Saliency. CVPR (2016)
Karthik Muthuswamy, Deepu Rajan
Salient object detection in tracking shots. ICPR (2016)
Dilip K. Prasad, Chandrashekar Krishna Prasath, Deepu Rajan, Lily Rachmawati, Eshan Rajabally, Chai Quek
Challenges in video based object detection in maritime scenario using computer vision. CoRR (2016)
Yi Liu, Bu-Sung Lee, Andrzej Sluzek, Deepu Rajan, Martin J. McKeown
Feasibility Analysis of Eye Typing with a Standard Webcam. ECCV Workshops (2) (2016)
Hisham Cholakkal, Deepu Rajan, Jubin Johnson
Top-down saliency with Locality-constrained Contextual Sparse Coding. BMVC (2015)
Jubin Johnson, Deepu Rajan, Hisham Cholakkal
Temporal trimap propagation using motion-assisted shape blending. VCIP (2015)
Junxia Li, Deepu Rajan, Jian Yang
Local feature embedding for supervised image classification. ICIP (2015)
Karthik Muthuswamy, Deepu Rajan
Particle filter framework for salient object detection in videos. IET Comput. Vis. 9 (3) (2015)
Ehsan Younessian, Deepu Rajan
Multi-modal fusion for associated news story retrieval. Multim. Tools Appl. 74 (8) (2015)
Jubin Johnson, Deepu Rajan, Hisham Cholakkal
Sparse codes as Alpha Matte. BMVC (2014)
Karthik Desingh, K. Madhava Krishna, Deepu Rajan, C. V. Jawahar
Depth really Matters: Improving Visual Salient Region Detection with Depth. BMVC (2013)
Karthik Muthuswamy, Deepu Rajan
Salient Motion Detection in Compressed Domain. IEEE Signal Process. Lett. 20 (10) (2013)
Raj Kumar Gupta, Alex Yong Sang Chia, Deepu Rajan
Human activities recognition using depth images. ACM Multimedia (2013)
Xuejie Zhang, Yiqun Hu, Deepu Rajan
Dynamic distortion maps for image retargeting. J. Vis. Commun. Image Represent. 24 (1) (2013)
Ehsan Shahrian, Deepu Rajan, Brian L. Price, Scott Cohen
Improving Image Matting Using Comprehensive Sampling Sets. CVPR (2013)
Zhixiang Ren, Shenghua Gao, Liang-Tien Chia, Deepu Rajan
Regularized Feature Reconstruction for Spatio-Temporal Saliency Detection. IEEE Trans. Image Process. 22 (8) (2013)
Ehsan Shahrian, Deepu Rajan
Using texture to complement color in image matting. Image Vis. Comput. 31 (9) (2013)
Ehsan Shahrian Varnousfaderani, Deepu Rajan
Weighted Color and Texture Sample Selection for Image Matting. IEEE Trans. Image Process. 22 (11) (2013)
Zhixiang Ren, Liang-Tien Chia, Deepu Rajan, Shenghua Gao
Background subtraction via coherent trajectory decomposition. ACM Multimedia (2013)
Alex Yong Sang Chia, Deepu Rajan, Maylor Karhang Leung, Susanto Rahardja
Object Recognition by Discriminative Combinations of Line Segments, Ellipses, and Appearance Features. IEEE Trans. Pattern Anal. Mach. Intell. 34 (9) (2012)
Karthik Muthuswamy, Deepu Rajan
Salient motion detection through state controllability. ICASSP (2012)
Zhixiang Ren, Liang-Tien Chia, Deepu Rajan
Video saliency detection with robust temporal alignment and local-global spatial contrast. ICMR (2012)
Raj Kumar Gupta, Alex Yong Sang Chia, Deepu Rajan, Ee Sin Ng, Zhiyong Huang
Image colorization using similar images. ACM Multimedia (2012)
Viswanath Gopalakrishnan, Deepu Rajan, Yiqun Hu
A Linear Dynamical System Framework for Salient Motion Detection. IEEE Trans. Circuits Syst. Video Technol. 22 (5) (2012)
Palaiahnakote Shivakumara, Deepu Rajan, Suresh Anand Sadananthan
New Edge Characteristics for Scene and Object Classification. Int. J. Pattern Recognit. Artif. Intell. 26 (1) (2012)
Ehsan Younessian, Deepu Rajan
Scene Signatures for Unconstrained News Video Stories. MMM (2012)
Ehsan Shahrian, Deepu Rajan
Weighted color and texture sample selection for image matting. CVPR (2012)
Minh-Chau Hoang, Deepu Rajan
Sparse likelihood saliency detection. ICASSP (2012)
Xuejie Zhang, Zhixiang Ren, Deepu Rajan, Yiqun Hu
Salient Object Detection through Over-Segmentation. ICME (2012)
Zhixiang Ren, Shenghua Gao, Deepu Rajan, Liang-Tien Chia, Yun Huang
Spatiotemporal Saliency Detection via Sparse Representation. ICME (2012)
Behrouz Saghafi, Deepu Rajan
Human action recognition using Pose-based discriminant embedding. Signal Process. Image Commun. 27 (1) (2012)
Ehsan Younessian, Deepu Rajan
Multi-modal Solution for Unconstrained News Story Retrieval. MMM (2012)
Alex Yong Sang Chia, Susanto Rahardja, Deepu Rajan, Maylor Karhang Leung
A Split and Merge Based Ellipse Detector With Self-Correcting Capability. IEEE Trans. Image Process. 20 (7) (2011)
Ehsan Younessian, Deepu Rajan
Content-Based Keyframe Clustering Using Near Duplicate Keyframe Identification. Int. J. Multim. Data Eng. Manag. 2 (1) (2011)
Viswanath Gopalakrishnan, Yiqun Hu, Deepu Rajan
Sustained Observability for Salient Motion Detection. ACCV (3) (2010)
Yiqun Hu, Deepu Rajan
Hybrid shift map for video retargeting. CVPR (2010)
Behrouz Saghafi, Deepu Rajan
Multi-view Clustering of Visual Words Using Canonical Correlation Analysis for Human Action Recognition. ICMLA (2010)
O. V. Ramana Murthy, Karthik Muthuswamy, Deepu Rajan, Liang-Tien Chia
Image Retargeting in Compressed Domain. ICPR (2010)
Viswanath Gopalakrishnan, Yiqun Hu, Deepu Rajan
Unsupervised Feature Selection for Salient Object Detection. ACCV (2) (2010)
Todd S. Sachs, Ramakrishna Kakarala, Shannon Lee Castleman, Deepu Rajan
A Data-Driven Approach to Understanding Skill in Photographic Composition. ACCV Workshops (2) (2010)
Jagdish Chandra Patra, Jiliang E. Phua, Deepu Rajan
DCT domain watermarking scheme using Chinese Remainder Theorem for image authentication. ICME (2010)
Zhixiang Ren, Yiqun Hu, Liang-Tien Chia, Deepu Rajan
Improved saliency detection based on superpixel clustering and saliency propagation. ACM Multimedia (2010)
Viswanath Gopalakrishnan, Yiqun Hu, Deepu Rajan
Random Walks on Graphs for Salient Object Detection in Images. IEEE Trans. Image Process. 19 (12) (2010)
Yiqun Hu, Zhixiang Ren, Deepu Rajan, Liang-Tien Chia
Salient Region Detection by Jointly Modeling Distinctness and Redundancy of Image Content. ACCV (2) (2010)
Zhan-Li Sun, Deepu Rajan, Liang-Tien Chia
Scene classification using multiple features in a two-stage probabilistic classification framework. Neurocomputing 73 (16-18) (2010)
Dansheng Mao, Ramakrishna Kakarala, Deepu Rajan, Shannon Lee Castleman
Understanding Photographic Composition through Data-driven Approaches. VISAPP (2) (2010)
Behrouz Khadem, Elahe Farahzadeh, Deepu Rajan, Andrzej Sluzek
Embedding Visual Words into Concept Space for Action and Scene Recognition. BMVC (2010)
Alex Y. S. Chia, Susanto Rahardja, Deepu Rajan, Maylor K. H. Leung
Object recognition by discriminative combinations of line segments and ellipses. CVPR (2010)
Ehsan Younessian, Deepu Rajan, Chng Eng Siong
Improved Keypoint Matching Method for Near-Duplicate Keyframe Retrieval. ISM (2009)
Viswanath Gopalakrishnan, Yiqun Hu, Deepu Rajan
Random walks on graphs to model saliency in images. CVPR (2009)
Yiqun Hu, Deepu Rajan, Liang-Tien Chia
Attention-from-motion: A factorization approach for detecting attention objects in motion. Comput. Vis. Image Underst. 113 (3) (2009)
Alex Y. S. Chia, Susanto Rahardja, Deepu Rajan, Maylor K. H. Leung
Structural Descriptors for Category Level Object Detection. IEEE Trans. Multim. 11 (8) (2009)
Yiqun Hu, Xiangang Cheng, Liang-Tien Chia, Xing Xie, Deepu Rajan, Ah-Hwee Tan
Coherent Phrase Model for Efficient Image Near-Duplicate Retrieval. IEEE Trans. Multim. 11 (8) (2009)
Viswanath Gopalakrishnan, Yiqun Hu, Deepu Rajan
Salient Region Detection by Modeling Distributions of Color and Orientation. IEEE Trans. Multim. 11 (5) (2009)
Behrouz Saghafi Khadem, Deepu Rajan
Appearance-based action recognition in the tensor framework. CIRA (2009)
Alex Y. S. Chia, Maylor K. H. Leung, Deepu Rajan, Susanto Rahardja
Object Class Recognition using Quadrangles. CRV (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Deepu Rajan