Deepu Rajan

Orcid: 0000-0001-7788-8368

According to our database1, Deepu Rajan authored at least 134 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Multimodal few-shot classification without attribute embedding.
EURASIP J. Image Video Process., December, 2024

A Unified Framework for Guiding Generative AI With Wireless Perception in Resource Constrained Mobile Edge Networks.
IEEE Trans. Mob. Comput., November, 2024

Activation Control of Vision Models for Sustainable AI Systems.
IEEE Trans. Artif. Intell., July, 2024

A multivariate Markov chain model for interpretable dense action anticipation.
Neurocomputing, March, 2024

Controllable Video Generation With Text-Based Instructions.
IEEE Trans. Multim., 2024

Situational Scene Graph for Structured Human-centric Situation Understanding.
CoRR, 2024

Improving Temporal Action Segmentation and Detection with Hierarchical Task Grammar.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Cross-Modality and Within-Modality Regularization for Audio-Visual Deepfake Detection.
Proceedings of the IEEE International Conference on Acoustics, 2024

Multiscale Graph Texture Network.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
Towards Balanced Active Learning for Multimodal Classification.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Smart interpretable model (SIM) enabling subject matter experts in rule generation.
Expert Syst. Appl., 2022

An embedded deep fuzzy association model for learning and explanation.
Appl. Soft Comput., 2022

Speech Emotion Recognition with Co-Attention Based Multi-Level Acoustic Information.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Deep residual pooling network for texture recognition.
Pattern Recognit., 2021

An interpretable Neural Fuzzy Hammerstein-Wiener network for stock price prediction.
Inf. Sci., 2021

2020
Are Object Detection Assessment Criteria Ready for Maritime Computer Vision?
IEEE Trans. Intell. Transp. Syst., 2020

Saliency-based bit plane detection for network applications.
Multim. Tools Appl., 2020

An image similarity descriptor for classification tasks.
J. Vis. Commun. Image Represent., 2020

A Deep Hybrid Fuzzy Neural Hammerstein-Wiener Network for Stock Price Prediction.
Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

2019
Object Detection in a Maritime Environment: Performance Evaluation of Background Subtraction Methods.
IEEE Trans. Intell. Transp. Syst., 2019

CNN-based gender classification in near-infrared periocular images.
Pattern Anal. Appl., 2019

CamType: assistive text entry using gaze with an off-the-shelf webcam.
Mach. Vis. Appl., 2019

Comparative Convolutional Neural Network for Younger Face Identification.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Gaze Estimation Using Residual Neural Network.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

Free-Head Appearance-Based Eye Gaze Estimation on Mobile Devices.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2019

2018
Backtracking Spatial Pyramid Pooling-Based Image Classifier for Weakly Supervised Top-Down Salient Object Detection.
IEEE Trans. Image Process., 2018

Locality and context-aware top-down saliency.
IET Image Process., 2018

Are object detection assessment criteria ready for maritime computer vision?
CoRR, 2018

2017
Video Processing From Electro-Optical Sensors for Object Detection and Tracking in a Maritime Environment: A Survey.
IEEE Trans. Intell. Transp. Syst., 2017

L1-Regularized Reconstruction Error as Alpha Matte.
IEEE Signal Process. Lett., 2017

MSCM-LiFe: Multi-scale cross modal linear feature for horizon detection in maritime images.
CoRR, 2017

Maritime situational awareness using adaptive multi-sensor management under hazy conditions.
CoRR, 2017

A learning-based approach for automatic image and video colorization.
CoRR, 2017

2016
Double Low Rank Matrix Recovery for Saliency Fusion.
IEEE Trans. Image Process., 2016

Sparse Coding for Alpha Matting.
IEEE Trans. Image Process., 2016

A classifier-guided approach for top-down salient object detection.
Signal Process. Image Commun., 2016

Efficient 2D viewpoint combination for human action recognition.
Pattern Anal. Appl., 2016

Challenges in video based object detection in maritime scenario using computer vision.
CoRR, 2016

Weakly Supervised Top-down Salient Object Detection.
CoRR, 2016

Salient object detection in tracking shots.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Feasibility Analysis of Eye Typing with a Standard Webcam.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Backtracking ScSPM Image Classifier for Weakly Supervised Top-Down Saliency.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Multi-modal fusion for associated news story retrieval.
Multim. Tools Appl., 2015

Particle filter framework for salient object detection in videos.
IET Comput. Vis., 2015

Temporal trimap propagation using motion-assisted shape blending.
Proceedings of the 2015 Visual Communications and Image Processing, 2015

Local feature embedding for supervised image classification.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Top-down saliency with Locality-constrained Contextual Sparse Coding.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Sparse codes as Alpha Matte.
Proceedings of the British Machine Vision Conference, 2014

2013
Weighted Color and Texture Sample Selection for Image Matting.
IEEE Trans. Image Process., 2013

Regularized Feature Reconstruction for Spatio-Temporal Saliency Detection.
IEEE Trans. Image Process., 2013

Salient Motion Detection in Compressed Domain.
IEEE Signal Process. Lett., 2013

Dynamic distortion maps for image retargeting.
J. Vis. Commun. Image Represent., 2013

Using texture to complement color in image matting.
Image Vis. Comput., 2013

Background subtraction via coherent trajectory decomposition.
Proceedings of the ACM Multimedia Conference, 2013

Human activities recognition using depth images.
Proceedings of the ACM Multimedia Conference, 2013

Improving Image Matting Using Comprehensive Sampling Sets.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Depth really Matters: Improving Visual Salient Region Detection with Depth.
Proceedings of the British Machine Vision Conference, 2013

2012
A Linear Dynamical System Framework for Salient Motion Detection.
IEEE Trans. Circuits Syst. Video Technol., 2012

Human action recognition using Pose-based discriminant embedding.
Signal Process. Image Commun., 2012

Object Recognition by Discriminative Combinations of Line Segments, Ellipses, and Appearance Features.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

New Edge Characteristics for Scene and Object Classification.
Int. J. Pattern Recognit. Artif. Intell., 2012

Multi-modal Solution for Unconstrained News Story Retrieval.
Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

Scene Signatures for Unconstrained News Video Stories.
Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

Image colorization using similar images.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Video saliency detection with robust temporal alignment and local-global spatial contrast.
Proceedings of the International Conference on Multimedia Retrieval, 2012

Salient Object Detection through Over-Segmentation.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Spatiotemporal Saliency Detection via Sparse Representation.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Salient motion detection through state controllability.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Sparse likelihood saliency detection.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
A Split and Merge Based Ellipse Detector With Self-Correcting Capability.
IEEE Trans. Image Process., 2011

Content-Based Keyframe Clustering Using Near Duplicate Keyframe Identification.
Int. J. Multim. Data Eng. Manag., 2011

2010
Random Walks on Graphs for Salient Object Detection in Images.
IEEE Trans. Image Process., 2010

Scene classification using multiple features in a two-stage probabilistic classification framework.
Neurocomputing, 2010

Understanding Photographic Composition through Data-driven Approaches.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Improved saliency detection based on superpixel clustering and saliency propagation.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Image Retargeting in Compressed Domain.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Multi-view Clustering of Visual Words Using Canonical Correlation Analysis for Human Action Recognition.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

DCT domain watermarking scheme using Chinese Remainder Theorem for image authentication.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Hybrid shift map for video retargeting.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Object recognition by discriminative combinations of line segments and ellipses.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Embedding Visual Words into Concept Space for Action and Scene Recognition.
Proceedings of the British Machine Vision Conference, 2010

A Data-Driven Approach to Understanding Skill in Photographic Composition.
Proceedings of the Computer Vision - ACCV 2010 Workshops, 2010

Salient Region Detection by Jointly Modeling Distinctness and Redundancy of Image Content.
Proceedings of the Computer Vision - ACCV 2010, 2010

Unsupervised Feature Selection for Salient Object Detection.
Proceedings of the Computer Vision - ACCV 2010, 2010

Sustained Observability for Salient Motion Detection.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Coherent Phrase Model for Efficient Image Near-Duplicate Retrieval.
IEEE Trans. Multim., 2009

Salient Region Detection by Modeling Distributions of Color and Orientation.
IEEE Trans. Multim., 2009

Structural Descriptors for Category Level Object Detection.
IEEE Trans. Multim., 2009

Attention-from-motion: A factorization approach for detecting attention objects in motion.
Comput. Vis. Image Underst., 2009

Improved Keypoint Matching Method for Near-Duplicate Keyframe Retrieval.
Proceedings of the 11th IEEE International Symposium on Multimedia, 2009

Random walks on graphs to model saliency in images.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Appearance-based action recognition in the tensor framework.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation, 2009

2008
Detection of visual attention regions in images using robust subspace analysis.
J. Vis. Commun. Image Represent., 2008

Image classification: Are rule-based systems effective when classes are fixed and known?
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A split and merge based ellipse detector.
Proceedings of the International Conference on Image Processing, 2008

Category-level detection based on object structures.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Object Class Recognition using Quadrangles.
Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008

2007
Differential pixel-based low-power and high-speed implementation of DCT for on-board satellite image processing.
IET Circuits Devices Syst., 2007

Scale adaptive visual attention detection by subspace analysis.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

A ZGPCA Algorithm for Subspace Estimation.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

2006
Dynamic Programming-Based Reverse Frame Selection for VBR Video Delivery Under Constrained Resources.
IEEE Trans. Circuits Syst. Video Technol., 2006

A motion-based scene tree for compressed video content management.
Image Vis. Comput., 2006

A motion-based scene tree for browsing and retrieval of compressed videos.
Inf. Syst., 2006

Multimodal Semantic Analysis and Annotation for Basketball Video.
EURASIP J. Adv. Signal Process., 2006

Affective content detection in sitcom using subtitle and audio.
Proceedings of the 12th International Conference on Multi Media Modeling (MMM 2006), 2006

Event on demand with MPEG-21 video adaptation system.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

An Event-Driven Sports Video Adaptation for the MPEG-21 DIA Framework.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

2005
A new motion histogram to index motion content in video segments.
Pattern Recognit. Lett., 2005

Automatic Generation of MPEG-7 Compliant XML Document for Motion Trajectory Descriptor in Sports Video.
Multim. Tools Appl., 2005

Attention region selection with information from professional digital camera.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Robust subspace analysis for detecting visual attention regions in images.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Adaptive hierarchical multi-class SVM classifier for texture-based image classification.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Adaptive local context suppression of multiple cues for salient visual attention detection.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Global Motion Compensated Key Frame Extraction from Compressed Videos.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Semantic Video Indexing and Summarization Using Subtitles.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Region-Based Image Retrieval with Scale and Orientation Invariant Features.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Semantic Analysis of Basketball Video Using Motion Information.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Salient Region Detection Using Weighted Feature Maps Based on the Human Visual Attention Model.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

JPEG2000 Image Adaptation for MPEG-21 Digital Items.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Automatic extraction of motion trajectories in compressed sports videos.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Region-of-interest based image resolution adaptation for MPEG-21 digital item.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Motion Histogram: A New Motion Feature to Index Motion Content in Video Segment.
Proceedings of the International Conference on Information and Knowledge Engineering. IKE'04, 2004

2003
Multi-objective super resolution: concepts and examples.
IEEE Signal Process. Mag., 2003

Simultaneous Estimation of Super-Resolved Scene and Depth Map from Low Resolution Defocused Observations.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

A unified approach to detection of shot boundaries and subshots in compressed video.
Proceedings of the 2003 International Conference on Image Processing, 2003

Efficient image retrieval using MPEG-7 descriptors.
Proceedings of the 2003 International Conference on Image Processing, 2003

Image Retrieval Using Dominant Color Descriptor.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003

2002
An MRF-Based Approach to Generation of Super-Resolution Images from Blurred Observations.
J. Math. Imaging Vis., 2002

Data fusion techniques for super-resolution imaging.
Inf. Fusion, 2002

2001
Generalized interpolation and its application in super-resolution imaging.
Image Vis. Comput., 2001

Simultaneous Estimation of Super-Resolved Intensity and Depth Maps from Low Resolution Defocused Observations of a Scene.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Generation of super-resolution images from blurred observations using Markov random fields.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
A Perceptually Organized Method for Image Interpolation.
Proceedings of the 15th International Conference on Pattern Recognition, 2000


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