Shahram Shirani - McMaster Experts

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chapters
- A Review of Automatic Cardiac Segmentation using Deep Learning and Deformable Models. 29-82. 2022
- Microarray Image and Data Analysis. 129-148. 2014
conferences
- Medical Knowledge-Guided Semi-Supervised Bi-Ventricular Segmentation. 887-893. 2024
- AI-Powered Video Monitoring: Assessing the NVIDIA Jetson Orin Devices for Edge Computing Applications. 2024 IEEE Transportation Electrification Conference and Expo (ITEC). 1-6. 2024
- A Novel Weakly Supervised Segmentation Approach for Rapid Left Ventricle Annotation. Proceedings - International Conference on Image Processing, ICIP. 3578-3582. 2023
- Deep CNN-Based Pre-Encoding Perceptual Quality Control and Prediction. Proceedings - International Conference on Image Processing, ICIP. 3558-3562. 2023
- Segmentation of the Left Ventricle for the Cardiac Phases between End-Diastole and End-Systole. Proceedings - International Conference on Image Processing, ICIP. 1200-1204. 2023
- Sequence-to-Sequence Multi-Modal Speech In-Painting. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 829-833. 2023
- Multimodal Generative Neural Network for Anomaly Events Detection and Localization in Videos. 2021 IEEE Data Science and Learning Workshop (DSLW). 2021
- Use of Frequency Domain for Complexity Reduction of Convolutional Neural Networks. Lecture Notes in Computer Science. 64-74. 2021
- Image Watermarking with Region of Interest Determination Using Deep Neural Networks. 2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA). 1067-1072. 2020
- Extremely Tiny Siamese Networks with Multi-level Fusions for Visual Object Tracking. 2019 22th International Conference on Information Fusion (FUSION). 2019
- Learning Based Hybrid No-Reference Video Quality Assessment of Compressed Videos. Proceedings - IEEE International Symposium on Circuits and Systems. 1-5. 2019
- An Edge Detection Approach For Conscious Machines. 2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON). 595-596. 2018
- Content-Adaptive Resolution Control To Improve Video Coding Efficiency. ... IEEE International Conference on Multimedia and Expo workshops. IEEE International Conference on Multimedia and Expo. 1-4. 2018
- Iterative mask generation method for handling occlusion in optical flow assisted view interpolation. Proceedings - International Conference on Image Processing, ICIP. 3387-3391. 2015
- Multifocus image fusion based on surface area analysis. Proceedings - International Conference on Image Processing, ICIP. 2805-2809. 2015
- Ocrapose: An indoor positioning system using smartphone/tablet cameras and OCR-aided stereo feature matching. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 1473-1477. 2015
- OCRAPOSE: AN INDOOR POSITIONING SYSTEM USING SMARTPHONE/TABLET CAMERAS AND OCR-AIDED STEREO FEATURE MATCHING. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 1473-1477. 2015
- Frame rate up-conversion using nonparametric estimator. Proceedings - International Conference on Image Processing, ICIP. 3872-3876. 2014
- Image seam carving using depth assisted saliency map. Proceedings - International Conference on Image Processing, ICIP. 1155-1159. 2014
- Multi-view video super-resolution for hybrid cameras using modified NLM and adaptive thresholding. Proceedings - International Conference on Image Processing, ICIP. 5437-5441. 2014
- Strategic image denoising using a support vector machine with seam energy and saliency features. Proceedings - International Conference on Image Processing, ICIP. 2684-2688. 2014
- Semi-supervised logo-based indoor localization using smartphone cameras. 2014 IEEE 25th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC). 2024-2028. 2014
- A weighted KNN epipolar geometry-based approach for vision-based indoor localization using smartphone cameras. Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop. 37-40. 2014
- A view interpolation method without explicit disparity estimation. ... IEEE International Conference on Multimedia and Expo workshops. IEEE International Conference on Multimedia and Expo. 2013
- Cascaded transform space watermarking based on analysis of local entropy variation. ... IEEE International Conference on Multimedia and Expo workshops. IEEE International Conference on Multimedia and Expo. 2013
- Fast image resizing for more efficient device adaptation. ... IEEE International Conference on Multimedia and Expo workshops. IEEE International Conference on Multimedia and Expo. 2013
- Compressing stereo images in discrete Fourier transform domain. Proceedings of SPIE - The International Society for Optical Engineering. 864821-864821-6. 2013
- A new map-based approach to video de-interlacing using Forward-Backward algorithm. Conference Record of the Asilomar Conference on Signals, Systems and Computers. 1703-1707. 2012
- A novel de-interlacing method based on locally-adaptive Nonlocal-means. Conference Record of the Asilomar Conference on Signals, Systems and Computers. 1708-1712. 2012
- Regularization function for video super-resolution using auxiliary high resolution still images. Conference Record of the Asilomar Conference on Signals, Systems and Computers. 1713-1717. 2012
- Image resolution up-conversion via maximum a posteriori interpolator sequence estimation and Viterbi algorithm. Proceedings - International Conference on Image Processing, ICIP. 881-884. 2012
- View-Invariant Fall Detection System Based on Silhouette Area and Orientation. Proceedings - IEEE International Conference on Multimedia and Expo. 176-181. 2012
- Elevating watermark robustness by data diffusion in Contourlet coefficients. 2013 National Conference on Communications, NCC 2013. 2012
- A codirectionality assisted motion estimation algorithm. 20th Iranian Conference on Electrical Engineering (ICEE2012). 1184-1187. 2012
- Cardiovascular Segmentation Based on Hough Transform and Heuristic Knowledge. 2012 19TH IRANIAN CONFERENCE OF BIOMEDICAL ENGINEERING (ICBME). 247-250. 2012
- Compression of 3D MRI images based on symmetry in prediction-error field. Proceedings - IEEE International Conference on Multimedia and Expo. 2011
- Lossless compression of high-throughput RNAi images. IEEE Journal of Biomedical and Health Informatics. 1-4. 2010
- Perceptually lossless compression of angiogram sequences. IEEE Journal of Biomedical and Health Informatics. 1-4. 2010
- Multi-Layered image compression using structure tensor for texture identification. Proceedings - IEEE International Conference on Multimedia and Expo. 1120-1123. 2010
- Adaptive modification of transform coefficients for image compression. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 1454-1457. 2010
- Compressive sensing with modified Total Variation minimization algorithm. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 1310-1313. 2010
- Integrated CMOS sensors for fluorescence spectroscopy and imaging. 2009 Asia Communications and Photonics Conference and Exhibition, ACP 2009. 2009
- A block based encoding algorithm for matching pursuit image coding. Proceedings - International Conference on Image Processing, ICIP. 1913-1916. 2009
- Block matching algorithm based on local codirectionality of blocks. Proceedings - IEEE International Conference on Multimedia and Expo. 201-+. 2009
- A region based predictor for lossless compression of RNAi images. Canadian Conference on Electrical and Computer Engineering. 987-990. 2009
- Contourlet based image compression using controlled modification of coefficients. Canadian Conference on Electrical and Computer Engineering. 991-994. 2009
- Motion estimation by affine transforms based on codirectionality of movements. Canadian Conference on Electrical and Computer Engineering. 995-998. 2009
- CMOS photodetector systems for low-level light applications. Journal of Materials Science: Materials in Electronics. 87-93. 2009
- CONTOURLET BASED IMAGE COMPRESSION USING CONTROLLED MODIFICATION OF COEFFICIENTS. 2009 IEEE 22ND CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, VOLS 1 AND 2. 334-+. 2009
- Integrated CMOS Sensors for Fluorescence Spectroscopy and Imaging. Optics InfoBase Conference Papers. 2009
- Integrated CMOS sensors for fluorescence spectroscopy and imaging. Optics InfoBase Conference Papers. 1-2. 2009
- MOTION ESTIMATION BY AFFINE TRANSFORMS BASED ON CODIRECTIONALITY OF MOVEMENTS. 2009 IEEE 22ND CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, VOLS 1 AND 2. 330-+. 2009
- REGION BASED PREDICTOR FOR LOSSLESS COMPRESSION OF RNAI IMAGES. 2009 IEEE 22ND CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, VOLS 1 AND 2. 338-+. 2009
- Novel R-D optimized uneven erasure-protection strategy for scalable data formed of multiple code streams. 2008 IEEE 10th Workshop on Multimedia Signal Processing. 418-423. 2008
- Multiple description coding of audio using phase scrambling. 2008 IEEE International Conference on Multimedia and Expo. 153-156. 2008
- Sub-optimal MMSE based joint source/channel decoding of a matching pursuit coded image bit-stream over a memoryless noisy channel. 2008 IEEE International Conference on Multimedia and Expo. 1385-1388. 2008
- Near lossless image compression by local packing of histogram. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 1197-+. 2008
- A successively refinable gain-shape vector quantizer for Gaussian sources. 2008 IEEE INFORMATION THEORY WORKSHOP. 194-198. 2008
- Novel R-D Optimized Uneven Erasure-Protection Strategy for Scalable Data Formed of Multiple Code Streams. 2008 IEEE 10TH WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING, VOLS 1 AND 2. 422-427. 2008
- Distributed Estimation; Three Theorems. 2007 IEEE Information Theory Workshop. 517-522. 2007
- Lossless Compression of Mammographic Images by Chronological Sifting of Prediction Errors. 2007 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing. 58-+. 2007
- Multiple Description Coding Of Video Using Phase Scrambling. 2007 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing. 565-568. 2007
- Pipelined Orientation Estimation in Fingerprint Images. 2007 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing. 276-279. 2007
- Steganalysis of Pixel-Value Differencing Steganographic Method. 2007 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing. 292-295. 2007
- Distributed Parameter Estimation with Side Information: A Factor Graph Approach. 2007 IEEE International Symposium on Information Theory. 2556-2560. 2007
- Affine Prediction as a Post Processing Stage. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 1193-+. 2007
- A Robust Method of Determining Context-Coder Solutions for Encoding Affine Motion Vectors. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 1001-+. 2007
- Lossless Microarray Image Compression using Region Based Predictors. Proceedings - International Conference on Image Processing, ICIP. 913-+. 2007
- Multiple description coding of video using phase scrambling. 2007 IEEE PACIFIC RIM CONFERENCE ON COMMUNICATIONS, COMPUTERS AND SIGNAL PROCESSING, VOLS 1 AND 2. 561-564. 2007
- Near-Lossless Image Compression Based on Maximization of Run Length Sequences. Proceedings - International Conference on Image Processing, ICIP. 1873-+. 2007
- Pipelined orientation estimation in fingerprint images. 2007 IEEE PACIFIC RIM CONFERENCE ON COMMUNICATIONS, COMPUTERS AND SIGNAL PROCESSING, VOLS 1 AND 2. 272-+. 2007
- Steganalysis of pixel-value differencing steganographic method. 2007 IEEE PACIFIC RIM CONFERENCE ON COMMUNICATIONS, COMPUTERS AND SIGNAL PROCESSING, VOLS 1 AND 2. 288-+. 2007
- Adaptive Quantization for Matching Pursuit. 2006 IEEE Workshop on Multimedia Signal Processing. 71-+. 2006
- Novel Progressive Region of Interest Image Coding Based on Matching Pursuits. Proceedings - IEEE International Conference on Multimedia and Expo. 737-+. 2006
- Optimization of Matching Pursuit Encoder Based on Analytical Approximation of Matching Pursuit Distortion. Proceedings - IEEE International Conference on Multimedia and Expo. 749-+. 2006
- Evaluation of complementary metal-oxide semiconductor based photodetectors for low-level light detection. Journal of Vacuum Science and Technology A: Vacuum, Surfaces and Films. 860-865. 2006
- Signal and noise modeling and analysis of complementary metal-oxide semiconductor active pixel sensors. Journal of Vacuum Science and Technology A: Vacuum, Surfaces and Films. 879-882. 2006
- A coding theorem for multiterminal estimation. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 697-+. 2006
- A coding theorem for multiterminal estimation. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 4367-4370. 2006
- Acceleration of Fractal Image Compression using Characteristic Vector Classification. Canadian Conference on Electrical and Computer Engineering. 2057-2060. 2006
- Acceleration of fractal image compression using characteristic vector classification. Canadian Conference on Electrical and Computer Engineering. 1649-+. 2006
- Distortion of Matching Pursuit: Modeling and Optimization. Proceedings of the Data Compression Conference. 466-466. 2006
- Lossless Microarray Image Compression Based on Foreground Extraction. Canadian Conference on Electrical and Computer Engineering. 106-109. 2006
- Lossless microarray image compression based on foreground extraction. Canadian Conference on Electrical and Computer Engineering. 309-+. 2006
- Motion estimation by segmentation and prediction of direction. Canadian Conference on Electrical and Computer Engineering. 2009-2012. 2005
- ASIC and FPGA implementations of H.264 DCT and quantization blocks. Proceedings - International Conference on Image Processing, ICIP. 3217-3220. 2005
- ASIC and FPGA implementations of H.264 DCT and quantization blocks. Proceedings - International Conference on Image Processing, ICIP. 1020-1023. 2005
- Area of Surface as a Basis for Vertex Removal Based Mesh Simplification. 2005 IEEE International Conference on Multimedia and Expo. 273-276. 2005
- Error Concealment for Facial Animation Based on Prediction of Muscle Data. 2005 IEEE International Conference on Multimedia and Expo. 277-280. 2005
- Modelling the effect of quantizing affine motion vectors on rate and energy of difference macroblocks. Proceedings - International Conference on Image Processing, ICIP. 397-400. 2005
- Modelling the effect of quantizing affine motion vectors on rate and energy of difference macroblocks. Proceedings - International Conference on Image Processing, ICIP. 837-840. 2005
- Multi-dimensional Average-Interpolating Refinement on Arbitrary Lattices. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 597-600. 2005
- Tree structure search for matching pursuit. Proceedings - International Conference on Image Processing, ICIP. 2821-2824. 2005
- Tree structure search for matching pursuit. Proceedings - International Conference on Image Processing, ICIP. 908-911. 2005
- 2-D CMOS based image sensor system for fluorescent detection. Canadian Conference on Electrical and Computer Engineering. 1441-1444. 2004
- Compression of 3D facial data. Canadian Conference on Electrical and Computer Engineering. 1151-1154. 2004
- Hardware implementation of the optimized transform and quantization blocks of H.264. Canadian Conference on Electrical and Computer Engineering. 0943-0946. 2004
- Lossy compression of DNA microarray images. Canadian Conference on Electrical and Computer Engineering. 0735-0738. 2004
- Power savings in channel equalizers using run-time reconfiguration. Canadian Conference on Electrical and Computer Engineering. 0879-0882. 2004
- RD optimized, adaptive, error-resilient transmission of MPEG-4 coded video. Canadian Conference on Electrical and Computer Engineering. 0769-0772. 2004
- Wireless camera network for image superresolution. Canadian Conference on Electrical and Computer Engineering. 0681-0684. 2004
- Unequal error protected ROI image transmission based on vector quantization. Canadian Conference on Electrical and Computer Engineering. 0591-0594. 2004
- An information geometric approach to channel identification. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 877-880. 2004
- Error-resilient ROI coding using pre- and post-processing for video sequences. Proceedings - IEEE International Symposium on Circuits and Systems. 757-760. 2004
- Error-resilient ROI coding using pre- and post-processing for video sequences. 2004 IEEE International Symposium on Circuits and Systems (IEEE Cat. No.04CH37512). iii-757. 2004
- Hardware implementation of the optimized transform and quantization blocks of H.264. Canadian Conference on Electrical and Computer Engineering 2004 (IEEE Cat. No.04CH37513). 943-946. 2004
- Information geometric approach to channel identification: a comparison with EM-MCMC algorithm. Conference Record - International Conference on Communications. 2452-2456. 2004
- Lossless and lossy compression of DNA microarray images. Proceedings of the Data Compression Conference. 538-538. 2004
- Lossless and lossy compression of DNA microarray images. Data Compression Conference, 2004. Proceedings. DCC 2004. 1-1. 2004
- Lossy compression of DNA microarray images. Canadian Conference on Electrical and Computer Engineering 2004 (IEEE Cat. No.04CH37513). 1-4. 2004
- Multiple description coding of images using phase scrambling. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 41-44. 2004
- Power savings in channel equalizers using run-time reconfiguration. Canadian Conference on Electrical and Computer Engineering 2004 (IEEE Cat. No.04CH37513). 1-4. 2004
- RD optimized, adaptive, error-resilient transmission of MPEG-4 coded video. Canadian Conference on Electrical and Computer Engineering 2004 (IEEE Cat. No.04CH37513). 1-4. 2004
- Unequal error protected ROI image transmission based on vector quantization [region of interest compression scheme]. Canadian Conference on Electrical and Computer Engineering 2004 (IEEE Cat. No.04CH37513). 591-594. 2004
- <title>Stochastic EM algorithm for nonlinear state estimation with model uncertainties</title>. Proceedings of SPIE - The International Society for Optical Engineering. 293-304. 2003
- A pipeline structure for analysis of DNA microarrays. 2003 IEEE Pacific Rim Conference on Communications Computers and Signal Processing (PACRIM 2003) (Cat. No.03CH37490). 1012-1015. 2003
- Channel identification and tracking using alternating projections. IEEE Workshop on Statistical Signal Processing, 2003. 430-433. 2003
- DNA microarray image compression by pipeline architecture. Conference Record of the Asilomar Conference on Signals, Systems and Computers. 2176-2179. 2003
- Image foveation based on vector quantization. Proceedings of the Data Compression Conference. 426-426. 2003
- Lossless DNA microarray image compression. Conference Record of the Asilomar Conference on Signals, Systems and Computers. 1501-1504. 2003
- Error resilient image communication using content-based multiple description coding. Proceedings International Conference on Information Technology: Coding and Computing. 106-110. 2002
- Low bit rate, error resilient image communication using nonlinear pre and post-processing and progressive image transmission. Proceedings. International Conference on Image Processing. 553-556. 2002
- A robust multimedia watermarking technique using Zernike transform. 2001 IEEE Fourth Workshop on Multimedia Signal Processing (Cat. No.01TH8564). 529-534. 2001
- Multiple description image coding using pre- and post-processing. Proceedings International Conference on Information Technology: Coding and Computing. 35-39. 2001
- Standard-compliant multiple description video coding. Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205). 946-949. 2001
- A shape descriptor and its application in content-based retrieval. PROCEEDINGS OF THE FIFTH JOINT CONFERENCE ON INFORMATION SCIENCES, VOLS 1 AND 2. A176-A179. 2000
- An efficient, similarity-based error concealment method for block-based coded images. Proceedings - International Conference on Image Processing, ICIP. 388-391. 2000
- Error concealment for MPEG-4 video communication in an error prone environment. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2107-2110. 2000
- Content-based retrieval of video sequences under partial occlusion. Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348). 255-259. 1999
- Error concealment methods, a comparative study. Canadian Conference on Electrical and Computer Engineering. 835-840. 1999
- An adaptive Markov random field based error concealment method for video communication in an error prone environment. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 3117-3120. 1999
- Robust H.263 video communication over mobile channels. Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348). 535-539. 1999
- JPEG compliant efficient progressive image coding. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2633-2636. 1998
- Packet loss concealment in baseline JPEG coded images. 1998 IEEE Symposium on Advances in Digital Filtering and Signal Processing. Symposium Proceedings (Cat. No.98EX185). 16-19. 1998
- Reconstruction of motion vector missing macroblocks in H.263 encoded video transmission over lossy networks. Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269). 487-491. 1998
- Restoration of Images of Linear Ultrasonic Array by Neural Network. ACOUSTICAL IMAGING, VOL 22. 567-572. 1996
- Application of hexagonal arrays in generation and steering of limited diffraction beams. Proceedings - IEEE Ultrasonics Symposium. 1531-1534. 1994
journal articles
- Semi-supervised segmentation of medical images focused on the pixels with unreliable predictions. Neurocomputing. 610:128532. 2024
- Aesthetic-aware image retargeting based on foreground–background separation and PSO optimization. Multimedia Tools and Applications. 83:34867-34886. 2024
- Redundant co-training: Semi-supervised segmentation of medical images using informative redundancy. Neurocomputing. 579:127446-127446. 2024
- SFI-Swin: symmetric face inpainting with swin transformer by distinctly learning face components distributions. Multimedia Tools and Applications. 1-15. 2024
- Supervised deep learning for content-aware image retargeting with Fourier Convolutions. Multimedia Tools and Applications. 1-17. 2024
- Correction: Robust watermarking using diffusion of logo into auto-encoder feature maps. Multimedia Tools and Applications. 82:45203-45203. 2023
- Robust watermarking using diffusion of logo into auto-encoder feature maps. Multimedia Tools and Applications. 82:45175-45201. 2023
- Dynamic-Pix2Pix: Medical image segmentation by injecting noise to cGAN for modeling input and target domain joint distributions with limited training data. Biomedical Signal Processing and Control. 85:104877-104877. 2023
- Endoscopy Classification Model Using Swin Transformer and Saliency Map 2023
- Efficient Edge Computing Device for Traffic Monitoring Using Deep Learning Detectors. Canadian Journal of Electrical and Computer Engineering. 46:371-379. 2023
- Dynamic-Pix2Pix: Noise Injected cGAN for Modeling Input and Target Domain Joint Distributions with Limited Training Data 2022
- OAIR: Object-Aware Image Retargeting Using PSO and Aesthetic Quality Assessment 2022
- Atmospheric Turbulence Removal in Long-Range Imaging Using a Data-Driven-Based Approach. International Journal of Computer Vision. 130:1031-1049. 2022
- Single image rain/snow removal using distortion type information. Multimedia Tools and Applications. 81:14105-14131. 2022
- Feature Aggregation Networks Based on Dual Attention Capsules for Visual Object Tracking. IEEE transactions on circuits and systems for video technology (Print). 32:674-689. 2022
- Neural network solution for a real-time no-reference video quality assessment of H.264/AVC video bitstreams. Multimedia Tools and Applications. 81:2409-2427. 2022
- Classification of diabetic retinopathy using unlabeled data and knowledge distillation. Artificial Intelligence in Medicine. 121:102176-102176. 2021
- MSGDD-cGAN: Multi-Scale Gradients Dual Discriminator Conditional Generative Adversarial Network 2021
- Aerial image dehazing using a deep convolutional autoencoder. Multimedia Tools and Applications. 79:29493-29511. 2020
- Cloud/haze detection in airborne videos using a convolutional neural network. Multimedia Tools and Applications. 79:28587-28601. 2020
- Convolutional Neural Network Pruning Using Filter Attenuation. Proceedings - International Conference on Image Processing, ICIP. 2020-October:2905-2909. 2020
- Hardware Implementation of Adaptive Watermarking Based on Local Spatial Disorder Analysis 2020
- Acceleration of Convolutional Neural Network Using FFT-Based Split Convolutions 2020
- Splitting Convolutional Neural Network Structures for Efficient Inference 2020
- Unlabeled Data Deployment for Classification of Diabetic Retinopathy Images Using Knowledge Transfer 2020
- Real‐time removal of impulse noise from MR images for radiosurgery applications. International Journal of Circuit Theory and Applications. 47:406-426. 2019
- Hierarchical watermarking framework based on analysis of local complexity variations. Multimedia Tools and Applications. 77:30865-30890. 2018
- Adaptive Real-Time Removal of Impulse Noise in Medical Images. Journal of Medical Systems. 42:216. 2018
- Adaptive image watermarking using human perception based fuzzy inference system. Journal of Intelligent and Fuzzy Systems. 35:4589-4608. 2018
- Vessel segmentation and catheter detection in X-ray angiograms using superpixels. Medical and Biological Engineering and Computing. 56:1515-1530. 2018
- An Adaptive Patch-Based Reconstruction Scheme for View Synthesis by Disparity Estimation Using Optical Flow. IEEE transactions on circuits and systems for video technology (Print). 28:1540-1552. 2018
- Robust image watermarking scheme using bit-plane of hadamard coefficients. Multimedia Tools and Applications. 77:2033-2055. 2018
- Framework for robust blind image watermarking based on classification of attacks. Multimedia Tools and Applications. 76:23459-23479. 2017
- Real time ridge orientation estimation for fingerprint images 2017
- Real-Time Impulse Noise Removal from MR Images for Radiosurgery Applications 2017
- Surface area-based focus criterion for multi-focus image fusion. Information Fusion. 36:284-295. 2017
- 2DTriPnP: A Robust Two-Dimensional Method for Fine Visual Localization Using Google Streetview Database. IEEE Transactions on Vehicular Technology. 66:4678-4690. 2017
- 1D Modeling of Sensor Selection Problem for Weak Barrier Coverage and Gap Mending in Wireless Sensor Networks 2017
- Image retargeting using depth assisted saliency map. Signal Processing: Image Communication. 50:34-43. 2017
- Adaptive blind image watermarking using edge pixel concentration. Multimedia Tools and Applications. 76:3105-3120. 2017
- Frame Rate Upconversion Using Optical Flow and Patch-Based Reconstruction. IEEE transactions on circuits and systems for video technology (Print). 26:1581-1594. 2016
- Toward practical guideline for design of image compression algorithms for biomedical applications. Expert Systems With Applications. 56:360-367. 2016
- Lung nodule segmentation in chest computed tomography using a novel background estimation method.. Quantitative Imaging in Medicine and Surgery. 6:16-24. 2016
- Use of symmetry in prediction-error field for lossless compression of 3D MRI images. Multimedia Tools and Applications. 74:11007-11022. 2015
- Multi-focus image fusion using dictionary-based sparse representation. Information Fusion. 25:72-84. 2015
- CMOS Image Sensor With Area-Efficient Block-Based Compressive Sensing. IEEE Sensors Journal. 15:3699-3710. 2015
- Real-time lossless compression of microarray images by separate compaction of foreground and background. Computer Standards and Interfaces. 39:34-43. 2015
- Biomedical Signal and Image Processing for Clinical Decision Support Systems 2014. Computational and Mathematical Methods in Medicine. 2015:1-2. 2015
- Block-Based CS in a CMOS Image Sensor. IEEE Sensors Journal. 14:2897-2909. 2014
- Simple and efficient motion estimation algorithm by continuum search. Multimedia Tools and Applications. 71:1615-1633. 2014
- A MAP-Based Image Interpolation Method via Viterbi Decoding of Markov Chains of Interpolation Functions. IEEE Transactions on Image Processing. 23:424-438. 2014
- Geometrical Analysis of Localization Error in Stereo Vision Systems. IEEE Sensors Journal. 13:4236-4246. 2013
- Lossless compression of mammographic images with region‐based predictor selection. IEEJ Transactions on Electrical and Electronic Engineering. 8:478-482. 2013
- Video super resolution using contourlet transform and bilateral total variation filter. IEEE Transactions on Consumer Electronics. 59:604-609. 2013
- An adaptive LSB matching steganography based on octonary complexity measure. Multimedia Tools and Applications. 64:777-793. 2013
- Compressive Sensing Image Sensors-Hardware Implementation. Sensors. 13:4961-4978. 2013
- De-Interlacing Using Nonlocal Costs and Markov-Chain-Based Estimation of Interpolation Methods. IEEE Transactions on Image Processing. 22:1559-1572. 2013
- Lossless Compression of RNAi Fluorescence Images Using Regional Fluctuations of Pixels. IEEE Journal of Biomedical and Health Informatics. 17:259-268. 2013
- Automatic Monocular System for Human Fall Detection Based on Variations in Silhouette Area. IEEE Transactions on Biomedical Engineering. 60:427-436. 2013
- Biomedical Signal and Image Processing for Clinical Decision Support Systems. Computational and Mathematical Methods in Medicine. 2013:1-2. 2013
- Visual sensor network lifetime maximization by prioritized scheduling of nodes. Journal of Network and Computer Applications. 36:409-419. 2013
- CMOS Sensors for Compressive Sensing. ECS Meeting Abstracts. MA2012-01:805-805. 2012
- Size-Controllable Region-of-Interest in Scalable Image Representation. IEEE Transactions on Image Processing. 20:1273-1280. 2011
- Real time fractal image coder based on characteristic vector matching. Image and Vision Computing. 28:1557-1568. 2010
- Context-based interpolation of 3-D medical images. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2010:4112-4115. 2010
- Unequal Erasure Protection Technique for Scalable Multistreams. IEEE Transactions on Image Processing. 19:422-434. 2010
- Fast block motion estimation based on sorting of prediction vectors. Canadian Journal of Electrical and Computer Engineering. 35:25-32. 2010
- Segmentation of DNA microarray images using an adaptive graph-based method. IET Image Processing. 4:19-19. 2010
- Steganalysis and payload estimation of embedding in pixel differences using neural networks. Pattern Recognition. 43:405-415. 2010
- Optimized Atom Position and Coefficient Coding for Matching Pursuit-Based Image Compression. IEEE Transactions on Image Processing. 18:2686-2694. 2009
- Design and Analysis of a Successively Refinable Lattice Quantizer for i.i.d. Gaussian Sources. IEEE Transactions on Signal Processing. 57:1222-1227. 2009
- Adaptive Rate-Distortion Optimal In-Loop Quantization for Matching Pursuit. IEEE Transactions on Image Processing. 17:1616-1623. 2008
- Breakdown Mechanism in Silicon Avalanche Photodiodes. ECS Meeting Abstracts. MA2008-02:2048-2048. 2008
- CMOS imaging for biomedical applications. IEEE Potentials. 27:31-36. 2008
- Data Compression: The Complete Reference (by D. Salomon; 2007) [Book review]. IEEE Signal Processing Magazine. 25:147-149. 2008
- Fully Integrated Single Photon Avalanche Diode Detector in Standard CMOS 0.18- $\mu$m Technology. IEEE Transactions on Electron Devices. 55:760-767. 2008
- Progressive Coding of a Gaussian Source Using Matching Pursuit. IEEE Transactions on Signal Processing. 56:636-649. 2008
- An EM Algorithm for Nonlinear State Estimation With Model Uncertainties. IEEE Transactions on Signal Processing. 56:921-936. 2008
- Toward a Miniaturized Wireless Fluorescence-Based Diagnostic Imaging System. IEEE Journal of Selected Topics in Quantum Electronics. 14:226-234. 2008
- Encoding of Affine Motion Vectors. IEEE Transactions on Multimedia. 9:1346-1356. 2007
- Affine Motion Prediction Based on Translational Motion Vectors. IEEE transactions on circuits and systems for video technology (Print). 17:1388-1394. 2007
- An Information Geometric Approach to ML Estimation With Incomplete Data: Application to Semiblind MIMO Channel Identification. IEEE Transactions on Signal Processing. 55:3975-3986. 2007
- On Hardware Implementations Of DCT and Quantization Blocks for H.264/AVC. Journal of Signal Processing Systems. 47:189-199. 2007
- On Hardware Implementations Of DCT and Quantization Blocks for H.264/AVC. Journal of Signal Processing Systems. 47:93-102. 2007
- Matching Pursuit-Based Region-of-Interest Image Coding. IEEE Transactions on Image Processing. 16:406-415. 2007
- CMOS-Based Active Pixel for Low-Light-Level Detection: Analysis and Measurements. IEEE Transactions on Electron Devices. 54:3229-3237. 2007
- Modeling Quantization of Affine Motion Vector Coefficients. IEEE transactions on circuits and systems for video technology (Print). 17:86-97. 2007
- On Interpolation and Resampling of Discrete Data. IEEE Signal Processing Letters. 13:733-736. 2006
- RD Optimized, Adaptive, Error-Resilient Transmission of MJPEG2000-Coded Video over Multiple Time-Varying Channels. Eurasip Journal on Advances in Signal Processing. 2006. 2006
- An Approach to Improve the Signal-to-Noise Ratio of Active Pixel Sensor for Low-Light-Level Applications. IEEE Transactions on Electron Devices. 53:2384-2391. 2006
- Mesh Simplification Using an Area-Based Distortion Measure. Journal of Mathematical Modelling and Algorithms in Operations Research. 5:309-329. 2006
- High-Sensitivity Photodetector Systems for Fluorescence Imaging. ECS Meeting Abstracts. MA2006-02:1251-1251. 2006
- Content-based multiple description image coding. IEEE Transactions on Multimedia. 8:411-419. 2006
- Real-time processing and compression of DNA microarray images. IEEE Transactions on Image Processing. 15:754-766. 2006
- Error-resilient region-of-interest video coding. IEEE transactions on circuits and systems for video technology (Print). 15:1175-1181. 2005
- Progressive scalable interactive region-of-interest image coding using vector quantization. IEEE Transactions on Multimedia. 7:680-687. 2005
- Run-Time Reconfigurable Systems for Digital Signal Processing Applications: A Survey. Journal of Signal Processing Systems. 39:213-235. 2005
- A Pipeline Architecture for Processing of DNA Microarrays Images. Journal of Signal Processing Systems. 38:287-297. 2004
- Two-dimensional cmos-based image sensor system for fluorescent detection. Canadian Journal of Electrical and Computer Engineering. 29:231-235. 2004
- Application of nonlinear pre- and post-processing in low bit rate, error resilient image communication. Signal Processing: Image Communication. 18:823-835. 2003
- SCO link sharing in Bluetooth voice access networks. Journal of Parallel and Distributed Computing. 63:45-57. 2003
- Reconstruction of baseline JPEG coded images in error prone environments. IEEE Transactions on Image Processing. 9:1292-1299. 2000
- A concealment method for video communications in an error-prone environment. IEEE Journal on Selected Areas in Communications. 18:1122-1128. 2000
- Optimal mode selection and synchronization for robust video communications over error-prone networks. IEEE Journal on Selected Areas in Communications. 18:952-965. 2000
- <title>Generation of Bessel limited-diffraction beams with hexagonal sparse arrays</title>. Proceedings of SPIE - The International Society for Optical Engineering. 3982:234-242. 2000
- A concealment method for shape information in MPEG-4 coded video sequences. IEEE Transactions on Multimedia. 2:185-190. 2000
- On RD optimized progressive image coding using JPEG. IEEE Transactions on Image Processing. 8:1630-1638. 1999
preprints