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2020 – today
- 2024
[j55]Jun Qing Chang
, Deepu Rajan, Nicholas Vun:
Multimodal few-shot classification without attribute embedding. EURASIP J. Image Video Process. 2024(1): 4 (2024)- [j54]Yihui Qiu, Deepu Rajan:
A multivariate Markov chain model for interpretable dense action anticipation. Neurocomputing 574: 127285 (2024) - [j53]Jonathan Burton-Barr, Basura Fernando, Deepu Rajan:
Activation Control of Vision Models for Sustainable AI Systems. IEEE Trans. Artif. Intell. 5(7): 3470-3481 (2024) - [j52]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. IEEE Trans. Mob. Comput. 23(11): 10344-10360 (2024) - [j51]Ali Köksal, Kenan E. Ak, Ying Sun, Deepu Rajan, Joo Hwee Lim:
Controllable Video Generation With Text-Based Instructions. IEEE Trans. Multim. 26: 190-201 (2024) - [c77]Ravishankar Evani, Deepu Rajan, Shangbo Mao:
Multiscale Graph Texture Network. ECCV (32) 2024: 218-235 - [c76]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: 4900-4904 - [c75]Yihui Qiu, Deepu Rajan:
Improving Temporal Action Segmentation and Detection with Hierarchical Task Grammar. ICPR (29) 2024: 196-211 - [c74]Meng Shen, Yake Wei, Jianxiong (Terry) Yin, Deepu Rajan, Di Hu, Simon See:
Enhancing Modality Representation and Alignment for Multimodal Cold-start Active Learning. MMAsia 2024: 64:1-64:8 - [i17]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 abs/2401.05746 (2024) - [i16]Chinthani Sugandhika, Chen Li, Deepu Rajan, Basura Fernando:
Situational Scene Graph for Structured Human-centric Situation Understanding. CoRR abs/2410.22829 (2024) - [i15]Meng Shen, Yake Wei, Jianxiong Yin, Deepu Rajan, Di Hu, Simon See:
Enhancing Modality Representation and Alignment for Multimodal Cold-start Active Learning. CoRR abs/2412.09126 (2024) - 2023
- [c73]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: 659-672 - [c72]Meng Shen, Yizheng Huang, Jianxiong Yin, Heqing Zou, Deepu Rajan, Simon See:
Towards Balanced Active Learning for Multimodal Classification. ACM Multimedia 2023: 3434-3445 - [i14]Heqing Zou, Meng Shen, Chen Chen, Yuchen Hu, Deepu Rajan, Eng Siong Chng:
UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning. CoRR abs/2305.09299 (2023) - [i13]Meng Shen, Yizheng Huang, Jianxiong Yin, Heqing Zou, Deepu Rajan, Simon See:
Towards Balanced Active Learning for Multimodal Classification. CoRR abs/2306.08306 (2023) - [i12]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 abs/2309.01426 (2023) - 2022
- [j50]Xie Chen, Deepu Rajan, Dilip K. Prasad, Chai Quek:
An embedded deep fuzzy association model for learning and explanation. Appl. Soft Comput. 131: 109738 (2022) - [j49]Hotman Christianto, Gary Kee Khoon Lee, Weigui Jair Zhou, Henry Kasim, Deepu Rajan:
Smart interpretable model (SIM) enabling subject matter experts in rule generation. Expert Syst. Appl. 207: 117945 (2022) - [c71]Heqing Zou, Yuke Si, Chen Chen, Deepu Rajan, Eng Siong Chng:
Speech Emotion Recognition with Co-Attention Based Multi-Level Acoustic Information. ICASSP 2022: 7367-7371 - [i11]Heqing Zou, Yuke Si, Chen Chen, Deepu Rajan, Eng Siong Chng:
Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information. CoRR abs/2203.15326 (2022) - 2021
- [j48]Xie Chen, Deepu Rajan, Chai Quek:
An interpretable Neural Fuzzy Hammerstein-Wiener network for stock price prediction. Inf. Sci. 577: 324-335 (2021) - [j47]Shangbo Mao, Deepu Rajan, Liang-Tien Chia:
Deep residual pooling network for texture recognition. Pattern Recognit. 112: 107817 (2021) - 2020
- [j46]Liangliang Wang, Deepu Rajan:
An image similarity descriptor for classification tasks. J. Vis. Commun. Image Represent. 71: 102847 (2020) - [j45]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): 18495-18513 (2020) - [j44]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): 5295-5304 (2020) - [c70]Xie Chen, Deepu Rajan, Chai Quek:
A Deep Hybrid Fuzzy Neural Hammerstein-Wiener Network for Stock Price Prediction. ICAIIC 2020: 288-293
2010 – 2019
- 2019
- [j43]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): 407-421 (2019) - [j42]Anirudh Manyala, Hisham Cholakkal, Vijay Anand, Vivek Kanhangad, Deepu Rajan:
CNN-based gender classification in near-infrared periocular images. Pattern Anal. Appl. 22(4): 1493-1504 (2019) - [j41]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): 1787-1802 (2019) - [c69]Jigang Liu, Francis Bu-Sung Lee, Deepu Rajan:
Free-Head Appearance-Based Eye Gaze Estimation on Mobile Devices. ICAIIC 2019: 232-237 - [c68]En Teng Wong, Seanglidet Yean, Qingyao Hu, Bu-Sung Lee, Jigang Liu, Deepu Rajan:
Gaze Estimation Using Residual Neural Network. PerCom Workshops 2019: 411-414 - [c67]Liangliang Wang, Deepu Rajan:
Comparative Convolutional Neural Network for Younger Face Identification. VCIP 2019: 1-4 - 2018
- [j40]Junxia Li, Deepu Rajan, Jian Yang:
Locality and context-aware top-down saliency. IET Image Process. 12(3): 400-407 (2018) - [j39]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): 6064-6078 (2018) - [i10]Dilip K. Prasad, Deepu Rajan, Chai Quek:
Are object detection assessment criteria ready for maritime computer vision? CoRR abs/1809.04659 (2018) - 2017
- [j38]Jubin Johnson, Hisham Cholakkal, Deepu Rajan:
L1-Regularized Reconstruction Error as Alpha Matte. IEEE Signal Process. Lett. 24(4): 407-411 (2017) - [j37]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): 1993-2016 (2017) - [i9]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 abs/1701.08378 (2017) - [i8]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 abs/1702.00754 (2017) - [i7]Jubin Johnson, Hisham Cholakkal, Deepu Rajan:
L1-regularized Reconstruction Error as Alpha Matte. CoRR abs/1702.02744 (2017) - [i6]Raj Kumar Gupta, Alex Yong Sang Chia, Deepu Rajan, Zhiyong Huang:
A learning-based approach for automatic image and video colorization. CoRR abs/1704.04610 (2017) - 2016
- [j36]Behrouz Saghafi, Deepu Rajan, Wanqing Li:
Efficient 2D viewpoint combination for human action recognition. Pattern Anal. Appl. 19(2): 563-577 (2016) - [j35]Hisham Cholakkal, Jubin Johnson, Deepu Rajan:
A classifier-guided approach for top-down salient object detection. Signal Process. Image Commun. 45: 24-40 (2016) - [j34]Jubin Johnson, Ehsan Shahrian Varnousfaderani, Hisham Cholakkal, Deepu Rajan:
Sparse Coding for Alpha Matting. IEEE Trans. Image Process. 25(7): 3032-3043 (2016) - [j33]Junxia Li, Lei Luo, Fanlong Zhang, Jian Yang, Deepu Rajan:
Double Low Rank Matrix Recovery for Saliency Fusion. IEEE Trans. Image Process. 25(9): 4421-4432 (2016) - [c66]Hisham Cholakkal, Jubin Johnson, Deepu Rajan:
Backtracking ScSPM Image Classifier for Weakly Supervised Top-Down Saliency. CVPR 2016: 5278-5287 - [c65]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: 254-268 - [c64]Karthik Muthuswamy, Deepu Rajan:
Salient object detection in tracking shots. ICPR 2016: 1780-1785 - [i5]Jubin Johnson, Ehsan Shahrian Varnousfaderani, Hisham Cholakkal, Deepu Rajan:
Sparse Coding for Alpha Matting. CoRR abs/1604.02898 (2016) - [i4]Hisham Cholakkal, Jubin Johnson, Deepu Rajan:
A Classifier-guided Approach for Top-down Salient Object Detection. CoRR abs/1604.06570 (2016) - [i3]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 abs/1608.01079 (2016) - [i2]Hisham Cholakkal, Jubin Johnson, Deepu Rajan:
Weakly Supervised Top-down Salient Object Detection. CoRR abs/1611.05345 (2016) - [i1]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 abs/1611.05842 (2016) - 2015
- [j32]Karthik Muthuswamy, Deepu Rajan:
Particle filter framework for salient object detection in videos. IET Comput. Vis. 9(3): 428-438 (2015) - [j31]Ehsan Younessian, Deepu Rajan:
Multi-modal fusion for associated news story retrieval. Multim. Tools Appl. 74(8): 2563-2585 (2015) - [c63]Hisham Cholakkal, Deepu Rajan, Jubin Johnson:
Top-down saliency with Locality-constrained Contextual Sparse Coding. BMVC 2015: 159.1-159.12 - [c62]Junxia Li, Deepu Rajan, Jian Yang:
Local feature embedding for supervised image classification. ICIP 2015: 1300-1304 - [c61]Jubin Johnson, Deepu Rajan, Hisham Cholakkal:
Temporal trimap propagation using motion-assisted shape blending. VCIP 2015: 1-4 - 2014
- [c60]Jubin Johnson, Deepu Rajan, Hisham Cholakkal:
Sparse codes as Alpha Matte. BMVC 2014 - 2013
- [j30]Ehsan Shahrian, Deepu Rajan:
Using texture to complement color in image matting. Image Vis. Comput. 31(9): 658-672 (2013) - [j29]Xuejie Zhang, Yiqun Hu, Deepu Rajan:
Dynamic distortion maps for image retargeting. J. Vis. Commun. Image Represent. 24(1): 81-92 (2013) - [j28]Karthik Muthuswamy, Deepu Rajan:
Salient Motion Detection in Compressed Domain. IEEE Signal Process. Lett. 20(10): 996-999 (2013) - [j27]Zhixiang Ren, Shenghua Gao, Liang-Tien Chia, Deepu Rajan:
Regularized Feature Reconstruction for Spatio-Temporal Saliency Detection. IEEE Trans. Image Process. 22(8): 3120-3132 (2013) - [j26]Ehsan Shahrian Varnousfaderani, Deepu Rajan:
Weighted Color and Texture Sample Selection for Image Matting. IEEE Trans. Image Process. 22(11): 4260-4270 (2013) - [c59]Karthik Desingh, K. Madhava Krishna, Deepu Rajan, C. V. Jawahar:
Depth really Matters: Improving Visual Salient Region Detection with Depth. BMVC 2013 - [c58]Ehsan Shahrian, Deepu Rajan, Brian L. Price, Scott Cohen:
Improving Image Matting Using Comprehensive Sampling Sets. CVPR 2013: 636-643 - [c57]Raj Kumar Gupta, Alex Yong Sang Chia, Deepu Rajan:
Human activities recognition using depth images. ACM Multimedia 2013: 283-292 - [c56]Zhixiang Ren, Liang-Tien Chia, Deepu Rajan, Shenghua Gao:
Background subtraction via coherent trajectory decomposition. ACM Multimedia 2013: 545-548 - 2012
- [j25]Palaiahnakote Shivakumara, Deepu Rajan, Suresh Anand Sadananthan:
New Edge Characteristics for Scene and Object Classification. Int. J. Pattern Recognit. Artif. Intell. 26(1) (2012) - [j24]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): 1758-1772 (2012) - [j23]Behrouz Saghafi, Deepu Rajan:
Human action recognition using Pose-based discriminant embedding. Signal Process. Image Commun. 27(1): 96-111 (2012) - [j22]Viswanath Gopalakrishnan, Deepu Rajan, Yiqun Hu:
A Linear Dynamical System Framework for Salient Motion Detection. IEEE Trans. Circuits Syst. Video Technol. 22(5): 683-692 (2012) - [c55]Ehsan Shahrian, Deepu Rajan:
Weighted color and texture sample selection for image matting. CVPR 2012: 718-725 - [c54]Minh-Chau Hoang, Deepu Rajan:
Sparse likelihood saliency detection. ICASSP 2012: 897-900 - [c53]Karthik Muthuswamy, Deepu Rajan:
Salient motion detection through state controllability. ICASSP 2012: 1465-1468 - [c52]Zhixiang Ren, Shenghua Gao, Deepu Rajan, Liang-Tien Chia, Yun Huang:
Spatiotemporal Saliency Detection via Sparse Representation. ICME 2012: 158-163 - [c51]Xuejie Zhang, Zhixiang Ren, Deepu Rajan, Yiqun Hu:
Salient Object Detection through Over-Segmentation. ICME 2012: 1033-1038 - [c50]Zhixiang Ren, Liang-Tien Chia, Deepu Rajan:
Video saliency detection with robust temporal alignment and local-global spatial contrast. ICMR 2012: 47 - [c49]Raj Kumar Gupta, Alex Yong Sang Chia, Deepu Rajan, Ee Sin Ng, Zhiyong Huang:
Image colorization using similar images. ACM Multimedia 2012: 369-378 - [c48]Ehsan Younessian, Deepu Rajan:
Scene Signatures for Unconstrained News Video Stories. MMM 2012: 77-88 - [c47]Ehsan Younessian, Deepu Rajan:
Multi-modal Solution for Unconstrained News Story Retrieval. MMM 2012: 186-195 - 2011
- [j21]Ehsan Younessian, Deepu Rajan:
Content-Based Keyframe Clustering Using Near Duplicate Keyframe Identification. Int. J. Multim. Data Eng. Manag. 2(1): 1-21 (2011) - [j20]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): 1991-2006 (2011) - 2010
- [j19]Zhan-Li Sun, Deepu Rajan, Liang-Tien Chia:
Scene classification using multiple features in a two-stage probabilistic classification framework. Neurocomputing 73(16-18): 2971-2979 (2010) - [j18]Viswanath Gopalakrishnan, Yiqun Hu, Deepu Rajan:
Random Walks on Graphs for Salient Object Detection in Images. IEEE Trans. Image Process. 19(12): 3232-3242 (2010) - [c46]Viswanath Gopalakrishnan, Yiqun Hu, Deepu Rajan:
Unsupervised Feature Selection for Salient Object Detection. ACCV (2) 2010: 15-26 - [c45]Todd S. Sachs, Ramakrishna Kakarala, Shannon Lee Castleman, Deepu Rajan:
A Data-Driven Approach to Understanding Skill in Photographic Composition. ACCV Workshops (2) 2010: 112-121 - [c44]Yiqun Hu, Zhixiang Ren, Deepu Rajan, Liang-Tien Chia:
Salient Region Detection by Jointly Modeling Distinctness and Redundancy of Image Content. ACCV (2) 2010: 515-526 - [c43]Viswanath Gopalakrishnan, Yiqun Hu, Deepu Rajan:
Sustained Observability for Salient Motion Detection. ACCV (3) 2010: 732-743 - [c42]Behrouz Khadem, Elahe Farahzadeh, Deepu Rajan, Andrzej Sluzek:
Embedding Visual Words into Concept Space for Action and Scene Recognition. BMVC 2010: 1-11 - [c41]Yiqun Hu, Deepu Rajan:
Hybrid shift map for video retargeting. CVPR 2010: 577-584 - [c40]Alex Y. S. Chia, Susanto Rahardja, Deepu Rajan, Maylor K. H. Leung:
Object recognition by discriminative combinations of line segments and ellipses. CVPR 2010: 2225-2232 - [c39]Jagdish Chandra Patra, Jiliang E. Phua, Deepu Rajan:
DCT domain watermarking scheme using Chinese Remainder Theorem for image authentication. ICME 2010: 111-116 - [c38]Behrouz Saghafi, Deepu Rajan:
Multi-view Clustering of Visual Words Using Canonical Correlation Analysis for Human Action Recognition. ICMLA 2010: 661-666 - [c37]O. V. Ramana Murthy, Karthik Muthuswamy, Deepu Rajan, Liang-Tien Chia:
Image Retargeting in Compressed Domain. ICPR 2010: 4424-4427 - [c36]Zhixiang Ren, Yiqun Hu, Liang-Tien Chia, Deepu Rajan:
Improved saliency detection based on superpixel clustering and saliency propagation. ACM Multimedia 2010: 1099-1102 - [c35]Dansheng Mao, Ramakrishna Kakarala, Deepu Rajan, Shannon Lee Castleman:
Understanding Photographic Composition through Data-driven Approaches. VISAPP (2) 2010: 425-430
2000 – 2009
- 2009
- [j17]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): 319-331 (2009) - [j16]Viswanath Gopalakrishnan, Yiqun Hu, Deepu Rajan:
Salient Region Detection by Modeling Distributions of Color and Orientation. IEEE Trans. Multim. 11(5): 892-905 (2009) - [j15]Alex Y. S. Chia, Susanto Rahardja, Deepu Rajan, Maylor K. H. Leung:
Structural Descriptors for Category Level Object Detection. IEEE Trans. Multim. 11(8): 1407-1421 (2009) - [j14]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): 1434-1445 (2009) - [c34]Behrouz Saghafi Khadem, Deepu Rajan:
Appearance-based action recognition in the tensor framework. CIRA 2009: 398-403 - [c33]Viswanath Gopalakrishnan, Yiqun Hu, Deepu Rajan:
Random walks on graphs to model saliency in images. CVPR 2009: 1698-1705 - [c32]Ehsan Younessian, Deepu Rajan, Chng Eng Siong:
Improved Keypoint Matching Method for Near-Duplicate Keyframe Retrieval. ISM 2009: 298-303 - 2008
- [j13]Yiqun Hu, Deepu Rajan, Liang-Tien Chia:
Detection of visual attention regions in images using robust subspace analysis. J. Vis. Commun. Image Represent. 19(3): 199-216 (2008) - [c31]Alex Y. S. Chia, Maylor K. H. Leung, Deepu Rajan, Susanto Rahardja:
Object Class Recognition using Quadrangles. CRV 2008: 213-220 - [c30]Alex Y. S. Chia, Deepu Rajan, Maylor K. H. Leung, Susanto Rahardja:
Category-level detection based on object structures. EUSIPCO 2008: 1-5 - [c29]Alex Y. S. Chia, Deepu Rajan, Maylor K. H. Leung, Susanto Rahardja:
A split and merge based ellipse detector. ICIP 2008: 3212-3215 - [c28]Palaiahnakote Shivakumara, Deepu Rajan, Suresh Anand Sadananthan:
Image classification: Are rule-based systems effective when classes are fixed and known? ICPR 2008: 1-4 - 2007
- [j12]A. Prasad Vinod, Deepu Rajan, Ankita Singla:
Differential pixel-based low-power and high-speed implementation of DCT for on-board satellite image processing. IET Circuits Devices Syst. 1(6): 444-450 (2007) - [c27]Haoran Yi, Deepu Rajan, Liang-Tien Chia:
A ZGPCA Algorithm for Subspace Estimation. ICME 2007: 771-774 - [c26]Yiqun Hu, Deepu Rajan, Liang-Tien Chia:
Scale adaptive visual attention detection by subspace analysis. ACM Multimedia 2007: 525-528 - [e2]Tat-Jen Cham, Jianfei Cai, Chitra Dorai, Deepu Rajan, Tat-Seng Chua, Liang-Tien Chia:
Advances in Multimedia Modeling, 13th International Multimedia Modeling Conference, MMM 2007, Singapore, January 9-12, 2007. Proceedings, Part I. Lecture Notes in Computer Science 4351, Springer 2007, ISBN 978-3-540-69421-2 [contents] - [e1]Tat-Jen Cham, Jianfei Cai, Chitra Dorai, Deepu Rajan, Tat-Seng Chua, Liang-Tien Chia:
Advances in Multimedia Modeling, 13th International Multimedia Modeling Conference, MMM 2007, Singapore, January 9-12, 2007. Proceedings, Part II. Lecture Notes in Computer Science 4352, Springer 2007, ISBN 978-3-540-69428-1 [contents] - 2006
- [j11]Song Liu, Min Xu, Haoran Yi, Liang-Tien Chia, Deepu Rajan:
Multimodal Semantic Analysis and Annotation for Basketball Video. EURASIP J. Adv. Signal Process. 2006 (2006) - [j10]Haoran Yi, Deepu Rajan, Liang-Tien Chia:
A motion-based scene tree for browsing and retrieval of compressed videos. Inf. Syst. 31(7): 638-658 (2006) - [j9]Haoran Yi, Deepu Rajan, Liang-Tien Chia:
A motion-based scene tree for compressed video content management. Image Vis. Comput. 24(2): 131-142 (2006) - [j8]Dayong Tao, Jianfei Cai, Haoran Yi, Deepu Rajan, Liang-Tien Chia, King Ngi Ngan:
Dynamic Programming-Based Reverse Frame Selection for VBR Video Delivery Under Constrained Resources. IEEE Trans. Circuits Syst. Video Technol. 16(11): 1362-1375 (2006) - [c25]Min Xu, Jiaming Li, Yiqun Hu, Liang-Tien Chia, Bu-Sung Lee, Deepu Rajan, Jianfei Cai:
An Event-Driven Sports Video Adaptation for the MPEG-21 DIA Framework. ICME 2006: 1245-1248 - [c24]Min Xu, Jiaming Li, Liang-Tien Chia, Yiqun Hu, Bu-Sung Lee, Deepu Rajan, Jesse S. Jin:
Event on demand with MPEG-21 video adaptation system. ACM Multimedia 2006: 921-930 - [c23]Min Xu, Liang-Tien Chia, Haoran Yi, Deepu Rajan:
Affective content detection in sitcom using subtitle and audio. MMM 2006 - 2005
- [j7]Haoran Yi, Deepu Rajan, Liang-Tien Chia:
Automatic Generation of MPEG-7 Compliant XML Document for Motion Trajectory Descriptor in Sports Video. Multim. Tools Appl. 26(2): 191-206 (2005) - [j6]Haoran Yi, Deepu Rajan, Liang-Tien Chia:
A new motion histogram to index motion content in video segments. Pattern Recognit. Lett. 26(9): 1221-1231 (2005) - [c22]Haoran Yi, Deepu Rajan, Liang-Tien Chia:
Global Motion Compensated Key Frame Extraction from Compressed Videos. ICASSP (2) 2005: 453-456 - [c21]Yiqun Hu, Deepu Rajan, Liang-Tien Chia:
Adaptive local context suppression of multiple cues for salient visual attention detection. ICME 2005: 346-349 - [c20]Song Liu, Haoran Yi, Liang-Tien Chia, Deepu Rajan:
Adaptive hierarchical multi-class SVM classifier for texture-based image classification. ICME 2005: 1190-1193 - [c19]Song Liu, Liang-Tien Chia, Deepu Rajan:
Attention region selection with information from professional digital camera. ACM Multimedia 2005: 391-394 - [c18]Yiqun Hu, Deepu Rajan, Liang-Tien Chia:
Robust subspace analysis for detecting visual attention regions in images. ACM Multimedia 2005: 716-724 - 2004
- [c17]Haoran Yi, Deepu Rajan, Liang-Tien Chia:
Motion Histogram: A New Motion Feature to Index Motion Content in Video Segment. IKE 2004: 62-67 - [c16]Haoran Yi, Deepu Rajan, Liang-Tien Chia:
Automatic extraction of motion trajectories in compressed sports videos. ACM Multimedia 2004: 312-315 - [c15]Yiqun Hu, Liang-Tien Chia, Deepu Rajan:
Region-of-interest based image resolution adaptation for MPEG-21 digital item. ACM Multimedia 2004: 340-343 - [c14]Haoran Yi, Deepu Rajan, Liang-Tien Chia:
A motion based scene tree for browsing and retrieval of compressed videos. MMDB 2004: 10-18 - [c13]Song Liu, Haoran Yi, Liang-Tien Chia, Deepu Rajan, Syin Chan:
Semantic Analysis of Basketball Video Using Motion Information. PCM (1) 2004: 65-72 - [c12]Surong Wang, Liang-Tien Chia, Deepu Rajan:
Region-Based Image Retrieval with Scale and Orientation Invariant Features. PCM (1) 2004: 182-189 - [c11]Yiqun Hu, Liang-Tien Chia, Deepu Rajan:
JPEG2000 Image Adaptation for MPEG-21 Digital Items. PCM (1) 2004: 470-477 - [c10]Haoran Yi, Deepu Rajan, Liang-Tien Chia:
Semantic Video Indexing and Summarization Using Subtitles. PCM (1) 2004: 634-641 - [c9]Yiqun Hu, Xing Xie, Wei-Ying Ma, Liang-Tien Chia, Deepu Rajan:
Salient Region Detection Using Weighted Feature Maps Based on the Human Visual Attention Model. PCM (2) 2004: 993-1000 - 2003
- [j5]Deepu Rajan, Subhasis Chaudhuri:
Simultaneous Estimation of Super-Resolved Scene and Depth Map from Low Resolution Defocused Observations. IEEE Trans. Pattern Anal. Mach. Intell. 25(9): 1102-1117 (2003) - [j4]Deepu Rajan, Subhasis Chaudhuri, Manjunath V. Joshi:
Multi-objective super resolution: concepts and examples. IEEE Signal Process. Mag. 20(3): 49-61 (2003) - [c8]Surong Wang, Liang-Tien Chia, Deepu Rajan:
Image Retrieval Using Dominant Color Descriptor. CISST 2003: 107-110 - [c7]Surong Wang, Liang-Tien Chia, Deepu Rajan:
Efficient image retrieval using MPEG-7 descriptors. ICIP (3) 2003: 509-512 - [c6]Haoran Yi, Deepu Rajan, Liang-Tien Chia:
A unified approach to detection of shot boundaries and subshots in compressed video. ICIP (2) 2003: 1005-1008 - [c5]Haoran Yi, Deepu Rajan, Liang-Tien Chia:
Automatic generation of MPEG-7 compliant XML document for motion trajectory descriptor in sports video. MMDB 2003: 10-17 - 2002
- [j3]Deepu Rajan, Subhasis Chaudhuri:
Data fusion techniques for super-resolution imaging. Inf. Fusion 3(1): 25-38 (2002) - [j2]Deepu Rajan, Subhasis Chaudhuri:
An MRF-Based Approach to Generation of Super-Resolution Images from Blurred Observations. J. Math. Imaging Vis. 16(1): 5-15 (2002) - 2001
- [j1]Deepu Rajan, Subhasis Chaudhuri:
Generalized interpolation and its application in super-resolution imaging. Image Vis. Comput. 19(13): 957-969 (2001) - [c4]Deepu Rajan, Subhasis Chaudhuri:
Generation of super-resolution images from blurred observations using Markov random fields. ICASSP 2001: 1837-1840 - [c3]Deepu Rajan, Subhasis Chaudhuri:
Simultaneous Estimation of Super-Resolved Intensity and Depth Maps from Low Resolution Defocused Observations of a Scene. ICCV 2001: 113-118 - 2000
- [c2]Deepu Rajan, Subhasis Chaudhuri:
A Perceptually Organized Method for Image Interpolation. ICPR 2000: 3742-3745 - [c1]Deepu Rajan, Subhasis Chaudhuri:
An MRF-Based Approach to Generation of Super-Resolution Images from Blurred Observations. VMV 2000: 47-54
Coauthor Index
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