Shadrokh Samavi - McMaster Experts

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Faculty of Engineering, McMaster University
Adjunct Professor, Electrical and Computer Engineering, Faculty of Engineering

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conferences
- Enhanced Nuclei Segmentation in Histopathological Images Using a Novel Preprocessing Pipeline and Deep Learning. 2024 IEEE World AI IoT Congress (AIIoT). 259-264. 2024
- Enhanced Segmentation in Abdominal CT Images: Leveraging Hybrid CNN-Transformer Architectures and Compound Loss Function. 2024 IEEE World AI IoT Congress (AIIoT). 363-369. 2024
- Preserving Details in Darkness: A VQ-VAE Based Approach with SSIM Loss for Low-Light Image Enhancement. 2024 IEEE World AI IoT Congress (AIIoT). 342-348. 2024
- Wavelet Based fMRI Analysis for Autism Spectrum Disorder Detection using Feature Selection and Ridge Classifier. 2024 IEEE World AI IoT Congress (AIIoT). 165-171. 2024
- Adaptive Blind Watermarking Using Psychovisual Image Features. Iranian Conference on Machine Vision and Image Processing, MVIP. 107-111. 2024
- Optimizing Monocular 3D Object Detection on KITTI: Harnessing Power of Right Images. 2024 20th CSI International Symposium on Artificial Intelligence and Signal Processing (AISP). 1-6. 2024
- Revealing Shadows: Low-Light Image Enhancement Using Self-Calibrated Illumination. Iranian Conference on Electrical Engineering, ICEE. 2024
- Medial Residual Encoder Layers for Classification of Brain Tumors in Magnetic Resonance Images. 2022 30th International Conference on Electrical Engineering (ICEE). 442-445. 2022
- Weighted Fuzzy-Based PSNR for Watermark Visual Quality Evaluation. 2021 29th Iranian Conference on Electrical Engineering (ICEE). 488-492. 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
- Modeling of Pruning Techniques for Simplifying Deep Neural Networks. Iranian Conference on Machine Vision and Image Processing, MVIP. 1-6. 2020
- Brain Tumor Segmentation by Cascaded Deep Neural Networks Using Multiple Image Scales. 2020 28TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE). 1031-1034. 2020
- Image Inpainting by Multiscale Spline Interpolation. 2020 28TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE). 1178-1183. 2020
- Region of Interest Identification for Brain Tumors in Magnetic Resonance Images. 2020 28TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE). 1620-1624. 2020
- Saliency Based Fire Detection Using Texture and Color Features. 2020 28TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE). 714-718. 2020
- Deep Neural Network based Polyp Segmentation in Colonoscopy Images using a Combination of Color Spaces. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 6742-6745. 2019
- Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 6545-6548. 2019
- Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 1031-1034. 2019
- Hierarchical Pruning for Simplification of Convolutional Neural Networks in Diabetic Retinopathy Classification. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 970-973. 2019
- Liver Segmentation in Abdominal CT Images Using Probabilistic Atlas and Adaptive 3D Region Growing. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 6310-6313. 2019
- Low Complexity CNN Structure for Automatic Bleeding Zone Detection in Wireless Capsule Endoscopy Imaging. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 7227-7230. 2019
- Exploiting Uncertainty of Deep Neural Networks for Improving Segmentation Accuracy in MRI Images. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2322-2326. 2019
- Classification of Informative Frames in Colonoscopy Videos Using Convolutional Neural Networks with Binarized Weights. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 65-68. 2018
- Polyp Segmentation in Colonoscopy Images Using Fully Convolutional Network. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 69-72. 2018
- Image Inpainting by Hyperbolic Selection of Pixels for Two-Dimensional Bicubic Interpolations. Electrical Engineering (ICEE), Iranian Conference on. 665-669. 2018
- RIBBONS: Rapid Inpainting Based on Browsing of Neighborhood Statistics. Electrical Engineering (ICEE), Iranian Conference on. 488-492. 2018
- Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 1275-1278. 2018
- Fast exposure fusion using exposedness function. Proceedings - International Conference on Image Processing, ICIP. 2234-2238. 2017
- Abnormality detection of mammograms by discriminative dictionary learning on DSIFT descriptors. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 1740-1743. 2017
- Blind image watermarking based on local analysis of gradients. 2017 Iranian Conference on Electrical Engineering (ICEE). 1891-1894. 2017
- Radon transform inspired method for hand gesture recognition. Proceedings - International Conference on Pattern Recognition. 1053-1058. 2016
- Real-time removal of random value impulse noise in medical images. Proceedings - International Conference on Pattern Recognition. 3916-3921. 2016
- Single image depth estimation using joint local-global features. Proceedings - International Conference on Pattern Recognition. 727-732. 2016
- Skin lesion segmentation in clinical images using deep learning. Proceedings - International Conference on Pattern Recognition. 337-342. 2016
- Set of descriptors for skin cancer diagnosis using non-dermoscopic color images. Proceedings - International Conference on Image Processing, ICIP. 2638-2642. 2016
- Vessel segmentation in low contrast X-ray angiogram images. Proceedings - International Conference on Image Processing, ICIP. 375-379. 2016
- A hybrid DCT-SVD based image watermarking algorithm. 2016 24th Iranian Conference on Electrical Engineering (ICEE). 838-843. 2016
- Improvement on target detection and localization in camera sensor network. 2016 24th Iranian Conference on Electrical Engineering (ICEE). 209-212. 2016
- Pipeline implementation of an image watermarking using bit-plane congestion adaptivity. 2016 24th Iranian Conference on Electrical Engineering (ICEE). 1734-1739. 2016
- Boosted multi-scale dictionaries for image compression. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 1130-1134. 2016
- Coherence regularized dictionary learning. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 4717-4721. 2016
- Depth estimation from single images using modified stacked generalization. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 1621-1625. 2016
- Error compensation and hardware reduction of fixed point 2-D Gaussian filter. Iranian Conference on Machine Vision and Image Processing, MVIP. 84-87. 2015
- Iterative semi-supervised learning approach for color image segmentation. Iranian Conference on Machine Vision and Image Processing, MVIP. 76-79. 2015
- Bone extraction in X-ray images by analysis of line fluctuations. Proceedings - International Conference on Image Processing, ICIP. 882-886. 2015
- Low-rank regularized collaborative filtering for image denoising. Proceedings - International Conference on Image Processing, ICIP. 730-734. 2015
- Multifocus image fusion based on surface area analysis. Proceedings - International Conference on Image Processing, ICIP. 2805-2809. 2015
- Vessel region detection in coronary X-ray angiograms. Proceedings - International Conference on Image Processing, ICIP. 1493-1497. 2015
- Framework for watermark robustness adjustment using image depth map. 2015 23rd Iranian Conference on Electrical Engineering. 555-560. 2015
- Robust image watermarking by multi resolution embedding in wavelet transform coefficients. 2015 23rd Iranian Conference on Electrical Engineering. 478-482. 2015
- Image seam carving using depth assisted saliency map. Proceedings - International Conference on Image Processing, ICIP. 1155-1159. 2014
- Stereo image watermarking method based on binocular just noticeable difference. 2014 11th International ISC Conference on Information Security and Cryptology. 33-38. 2014
- Blind image quality assessment based on natural scene statistics. 2014 22nd Iranian Conference on Electrical Engineering (ICEE). 1749-1754. 2014
- Image seam carving based on content importance and depth maps. 2014 22nd Iranian Conference on Electrical Engineering (ICEE). 1786-1791. 2014
- Multi focus image fusion using categorization of energy levels. 2014 22nd Iranian Conference on Electrical Engineering (ICEE). 1739-1744. 2014
- Coverage estimation in heterogenous floorplan visual sensor networks. Proceedings of IEEE Sensors. 1192-1195. 2013
- Accelerating GPU implementation of contourlet transform. Iranian Conference on Machine Vision and Image Processing, MVIP. 328-332. 2013
- Texture classification using dominant gradient descriptor. Iranian Conference on Machine Vision and Image Processing, MVIP. 100-104. 2013
- Transparent watermarking based on psychovisual properties using neural networks. Iranian Conference on Machine Vision and Image Processing, MVIP. 33-37. 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
- Accelerating image resizing by multiple seam removal and path update. 2013 21st Iranian Conference on Electrical Engineering (ICEE). 2013
- Bag of visual words approach for image retrieval using color information. 2013 21st Iranian Conference on Electrical Engineering (ICEE). 2013
- Hybrid image watermarking using local complexity variations. 2013 21st Iranian Conference on Electrical Engineering (ICEE). 2013
- Image noise reduction by low complexity hardware median filter. 2013 21st Iranian Conference on Electrical Engineering (ICEE). 2013
- Near-lossless compression for high frame rate videos. 2013 21st Iranian Conference on Electrical Engineering (ICEE). 2013
- Outdoor fire detection based on color and motion characteristics. 2013 21st Iranian Conference on Electrical Engineering (ICEE). 2013
- 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
- Adaptive watermarking in Hadamard transform coefficients of textured image blocks. The 16th CSI International Symposium on Artificial Intelligence and Signal Processing (AISP 2012). 503-507. 2012
- Cluster based algorithm for volumetric coverage in wireless visual sensor network. The 16th CSI International Symposium on Artificial Intelligence and Signal Processing (AISP 2012). 434-439. 2012
- Geometrical analysis of altitude estimation error caused by pixel quantization in stereo vision. 20th Iranian Conference on Electrical Engineering (ICEE2012). 701-705. 2012
- Image super-resolution based on honey-bee mating optimization algorithm. 20th Iranian Conference on Electrical Engineering (ICEE2012). 1419-1423. 2012
- Multi plane volumetric coverage in wireless visual sensor network. 20th Iranian Conference on Electrical Engineering (ICEE2012). 758-762. 2012
- Resource extension in visual sensor network for panoramic image generation. 20th Iranian Conference on Electrical Engineering (ICEE2012). 775-779. 2012
- Robust audio watermarking based on HWD and SVD. 20th Iranian Conference on Electrical Engineering (ICEE2012). 1363-1367. 2012
- Fabrication of a Dye-sensitized Solar Cell and utilization of peripheral mirrors. 2012 Second Iranian Conference on Renewable Energy and Distributed Generation. 137-140. 2012
- Camera Selection for Reduction of Altitude Estimation Error Caused by Pixel Quantization. 2011 7th Iranian Conference on Machine Vision and Image Processing. 1-5. 2011
- Robust Watermarking in Singular Values of Contourlet Coefficients. 2011 7th Iranian Conference on Machine Vision and Image Processing. 1-5. 2011
- 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
- Low bit rate image compression by two layer wavelet and contourlet transforms. 2010 18th Iranian Conference on Electrical Engineering. 321-325. 2010
- Low computational complexity hardware implementation of Laplacian Pyramid. 2010 18th Iranian Conference on Electrical Engineering. 465-470. 2010
- Adaptive modification of transform coefficients for image compression. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 1454-1457. 2010
- Fuzzy block matching motion estimation for video compression. 2009 IEEE 9th Malaysia International Conference on Communications (MICC). 603-606. 2009
- Improving Security of Pixel Value Differencing Steganographic Method. 2009 3rd International Conference on New Technologies, Mobility and Security. 1-4. 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
- 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
- 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
- Reduction of sensor population in a camera sensor network. 2008 International Symposium on Telecommunications. 349-353. 2008
- An adaptive block matching algorithm for motion estimation. Canadian Conference on Electrical and Computer Engineering. 331-334. 2008
- Near lossless image compression by local packing of histogram. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 1197-+. 2008
- An adaptive block matching algorithm for motion estimation. Canadian Conference on Electrical and Computer Engineering. 318-+. 2008
- Lossless Compression of Mammographic Images by Chronological Sifting of Prediction Errors. 2007 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing. 58-+. 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
- Lossless Microarray Image Compression using Region Based Predictors. Proceedings - International Conference on Image Processing, ICIP. 913-+. 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
- 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
- Handoff in Hybrid Wireless Networks based on Self Organization. Conference Record - International Conference on Communications. 1996-2001. 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
- Restricted Shortest Path Routing with Concave Costs. Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA. 200-+. 2006
- Watermarking for Halftoned Images using Error Diffusion with Nonlinear Thresholding. Canadian Conference on Electrical and Computer Engineering. 1956-1959. 2006
- Watermarking for halftoned images using error diffusion with nonlinear thresholding. Canadian Conference on Electrical and Computer Engineering. 339-+. 2006
- A new pipeline design for binarization and thinning of fingerprint images. Canadian Conference on Electrical and Computer Engineering. 2013-2016. 2005
- Motion estimation by segmentation and prediction of direction. Canadian Conference on Electrical and Computer Engineering. 2009-2012. 2005
- Predicted vector spectral search algorithm in motion estimation. Canadian Conference on Electrical and Computer Engineering. 2033-2036. 2005
- Multi-constraint QoS routing using a new single mixed metric. Conference Record - International Conference on Communications. 2042-2046. 2004
- 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
- DNA microarray image compression by pipeline architecture. Conference Record of the Asilomar Conference on Signals, Systems and Computers. 2176-2179. 2003
- Using fault avoidance for fault tolerant routing in interconnection networks. PROCEEDINGS OF THE IASTED INTERNATIONAL CONFERENCE ON WIRELESS AND OPTICAL COMMUNICATIONS. 123-127. 2001
journal articles
- Supervised deep learning for content-aware image retargeting with Fourier Convolutions. Multimedia Tools and Applications. 83:83611-83627. 2024
- Aesthetic-aware image retargeting based on foreground–background separation and PSO optimization. Multimedia Tools and Applications. 83:34867-34886. 2024
- SFI-Swin: symmetric face inpainting with swin transformer by distinctly learning face components distributions. Multimedia Tools and Applications. 1-15. 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
- Brain tumor segmentation by cascaded multiscale multitask learning framework based on feature aggregation. Biomedical Signal Processing and Control. 85:104834-104834. 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
- Detection of abnormalities in mammograms using deep features. Journal of Ambient Intelligence and Humanized Computing. 14:5355-5367. 2023
- Lossless Microarray Image Compression by Hardware Array Compactor 2023
- Endoscopy Classification Model Using Swin Transformer and Saliency Map 2023
- Low Latency Video Denoising for Online Conferencing Using CNN Architectures 2023
- SFI-Swin: Symmetric Face Inpainting with Swin Transformer by Distinctly Learning Face Components Distributions 2023
- DGAFF: Deep genetic algorithm fitness Formation for EEG Bio-Signal channel selection. Biomedical Signal Processing and Control. 79:104119-104119. 2023
- Adaptive Blind Watermarking Using Psychovisual Image Features 2022
- Focal-UNet: UNet-like Focal Modulation for Medical Image Segmentation 2022
- 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
- Image Inpainting Using AutoEncoder and Guided Selection of Predicted Pixels. 2022 30th International Conference on Electrical Engineering (ICEE). 00:700-704. 2022
- Does Crypto Kill? Relationship between Electricity Consumption Carbon Footprints and Bitcoin Transactions 2022
- Adaptive search area for fast motion estimation 2022
- Nuclei Segmentation in Histopathology Images using Deep Learning with Local and Global Views 2021
- 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
- No-reference stereo image quality assessment based on discriminative sparse representation. Multimedia Tools and Applications. 80:33033-33053. 2021
- Segmentation of Lungs COVID Infected Regions by Attention Mechanism and Synthetic Data 2021
- Detection of COVID-19 in X-ray images by classification of bag of visual words using neural networks. Biomedical Signal Processing and Control. 68:102750-102750. 2021
- Compound Frechet Inception Distance for Quality Assessment of GAN Created Images 2021
- Context-aware saliency detection for image retargeting using convolutional neural networks. Multimedia Tools and Applications. 80:11917-11941. 2021
- Weighted Fuzzy-Based PSNR for Watermarking 2021
- Bifurcated Autoencoder for Segmentation of COVID-19 Infected Regions in CT Images. Lecture Notes in Computer Science. 12662 LNCS:597-607. 2021
- Brain Tumor Classification Using Medial Residual Encoder Layers 2020
- Convolutional Neural Network Pruning Using Filter Attenuation. Proceedings - International Conference on Image Processing, ICIP. 2020-October:2905-2909. 2020
- Brain Tumor Segmentation by Cascaded Deep Neural Networks Using Multiple Image Scales. 2020 28TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE). 00:1-4. 2020
- Image Inpainting by Multiscale Spline Interpolation. 2020 28TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE). 00:1-6. 2020
- Region of Interest Identification for Brain Tumors in Magnetic Resonance Images. 2020 28TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE). 00:1-5. 2020
- Saliency Based Fire Detection Using Texture and Color Features. 2020 28TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE). 00:1-5. 2020
- BlessMark: a blind diagnostically-lossless watermarking framework for medical applications based on deep neural networks. Multimedia Tools and Applications. 79:22473-22495. 2020
- Selection of Proper EEG Channels for Subject Intention Classification Using Deep Learning 2020
- Simplification of neural networks for skin lesion image segmentation using color channel pruning. Computerized Medical Imaging and Graphics. 82:101729-101729. 2020
- Hardware Implementation of Adaptive Watermarking Based on Local Spatial Disorder Analysis 2020
- ReDMark: Framework for residual diffusion watermarking based on deep networks. Expert Systems With Applications. 146:113157-113157. 2020
- Robust Wavelet-Based Watermarking Using Dynamic Strength Factor 2020
- Acceleration of Convolutional Neural Network Using FFT-Based Split Convolutions 2020
- Multiple abnormality detection for automatic medical image diagnosis using bifurcated convolutional neural network. Biomedical Signal Processing and Control. 57:101792-101792. 2020
- Splitting Convolutional Neural Network Structures for Efficient Inference 2020
- Unlabeled Data Deployment for Classification of Diabetic Retinopathy Images Using Knowledge Transfer 2020
- A General Framework for Saliency Detection Methods. Iranian Conference on Machine Vision and Image Processing, MVIP. 2020-February:1-5. 2020
- An Abstraction of Semantic Segmentation Algorithms. Iranian Conference on Machine Vision and Image Processing, MVIP. 2020-February:1-6. 2020
- Image Seam-Carving by Controlling Positional Distribution of Seams. Iranian Conference on Machine Vision and Image Processing, MVIP. 2020-February:1-5. 2020
- Modeling Teacher-Student Techniques in Deep Neural Networks for Knowledge Distillation. Iranian Conference on Machine Vision and Image Processing, MVIP. 2020-February:1-6. 2020
- Modeling of Pruning Techniques for Deep Neural Networks Simplification 2020
- Adaptive Control of Embedding Strength in Image Watermarking using Neural Networks 2020
- Gland Segmentation in Histopathological Images by Deep Neural Network. 2020 25th International Computer Conference, Computer Society of Iran (CSICC). 00:1-5. 2020
- Image Inpainting by Adaptive Fusion of Variable Spline Interpolations. 2020 25th International Computer Conference, Computer Society of Iran (CSICC). 00:1-5. 2020
- Localization of Fetal Head in Ultrasound Images by Multiscale View and Deep Neural Networks. 2020 25th International Computer Conference, Computer Society of Iran (CSICC). 00:1-5. 2020
- Robustness and Imperceptibility Enhancement in Watermarked Images by Color Transformation. 2020 25th International Computer Conference, Computer Society of Iran (CSICC). 00:1-5. 2020
- Modeling Neural Architecture Search Methods for Deep Networks 2019
- Dense pooling layers in fully convolutional network for skin lesion segmentation. Computerized Medical Imaging and Graphics. 78:101658-101658. 2019
- Blind stereo image quality assessment inspired by brain sensory-motor fusion. Digital Signal Processing: A Review Journal. 91:91-104. 2019
- Segmentation of bleeding regions in wireless capsule endoscopy for detection of informative frames. Biomedical Signal Processing and Control. 53:101565-101565. 2019
- Fault-Tolerant Routing in Hypercube Networks by Avoiding Faulty Nodes 2019
- Aggregation of Rich Depth-Aware Features in a Modified Stacked Generalization Model for Single Image Depth Estimation. IEEE transactions on circuits and systems for video technology (Print). 29:683-697. 2019
- Real‐time removal of impulse noise from MR images for radiosurgery applications. International Journal of Circuit Theory and Applications. 47:406-426. 2019
- Artistic Instance-Aware Image Filtering by Convolutional Neural Networks. 2018 9th International Symposium on Telecommunications (IST). 00:710-714. 2018
- 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
- Adaptive Specular Reflection Detection and Inpainting in Colonoscopy Video Frames. Proceedings - International Conference on Image Processing, ICIP. 00:3134-3138. 2018
- Liver Segmentation in CT Images Using Three Dimensional to Two Dimensional Fully Convolutional Network. Proceedings - International Conference on Image Processing, ICIP. 00:2067-2071. 2018
- Low Complexity Convolutional Neural Network for Vessel Segmentation in Portable Retinal Diagnostic Devices. Proceedings - International Conference on Image Processing, ICIP. 00:2785-2789. 2018
- Brain Tumor Segmentation Using Deep Learning by Type Specific Sorting of Images 2018
- Vessel segmentation and catheter detection in X-ray angiograms using superpixels. Medical and Biological Engineering and Computing. 56:1515-1530. 2018
- Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2018:1275-1278. 2018
- Lossless Compression of Angiogram Foreground with Visual Quality Preservation of Background. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2018:5158-5161. 2018
- Reversible Image Watermarking for Health Informatics Systems Using Distortion Compensation in Wavelet Domain. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2018:798-801. 2018
- Pyramidal modeling of geometric distortions for retargeted image quality evaluation. Multimedia Tools and Applications. 77:13799-13820. 2018
- Retinal blood vessel segmentation for macula detachment surgery monitoring instruments. International Journal of Circuit Theory and Applications. 46:1166-1180. 2018
- Context-Aware Saliency Map Generation Using Semantic Segmentation. Electrical Engineering (ICEE), Iranian Conference on. 00:616-620. 2018
- Left ventricle segmentation By modelling uncertainty in prediction of deep convolutional neural networks and adaptive thresholding inference 2018
- Liver Segmentation in Abdominal CT Images by Adaptive 3D Region Growing 2018
- Lossless Image Compression Algorithm for Wireless Capsule Endoscopy by Content-Based Classification of Image Blocks 2018
- Segmentation of Bleeding Regions in Wireless Capsule Endoscopy Images an Approach for inside Capsule Video Summarization 2018
- Segmentation of vessels in angiograms using convolutional neural networks. Biomedical Signal Processing and Control. 40:240-251. 2018
- Adaptive Reversible Watermarking Based on Linear Prediction for Medical Videos 2018
- Robust image watermarking scheme using bit-plane of hadamard coefficients. Multimedia Tools and Applications. 77:2033-2055. 2018
- Blind Stereo Quality Assessment Based on Learned Features From Binocular Combined Images. IEEE Transactions on Multimedia. 19:2475-2489. 2017
- 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
- Hardware design for binarization and thinning of fingerprint images 2017
- Power Aware Visual Sensor Network for Wildlife Habitat Monitoring 2017
- Reduction of Look Up Tables for Computation of Reciprocal of Square Roots 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
- Extraction of skin lesions from non-dermoscopic images for surgical excision of melanoma. International Journal of Computer Assisted Radiology and Surgery. 12:1021-1030. 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
- Quality assessment of retargeted images by salient region deformity analysis. Journal of Visual Communication and Image Representation. 43:108-118. 2017
- Adaptive blind image watermarking using edge pixel concentration. Multimedia Tools and Applications. 76:3105-3120. 2017
- Boosted Dictionary Learning for Image Compression. IEEE Transactions on Image Processing. 25:4900-4915. 2016
- Toward practical guideline for design of image compression algorithms for biomedical applications. Expert Systems With Applications. 56:360-367. 2016
- Automatic detection of melanoma using broad extraction of features from digital images. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2016:1357-1360. 2016
- Automatic segmentation of multimodal brain tumor images based on classification of super-voxels. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2016:5945-5948. 2016
- Hardware image assessment for wireless endoscopy capsules. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2016:2050-2053. 2016
- Liver segmentation using location and intensity probabilistic atlases. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2016:6453-6456. 2016
- Melanoma detection by analysis of clinical images using convolutional neural network. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2016:1373-1376. 2016
- Robust watermarking in non-ROI of medical images based on DCT-DWT. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2016:1200-1203. 2016
- Vessel extraction in X-ray angiograms using deep learning. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2016:643-646. 2016
- Denoising by low-rank and sparse representations. Journal of Visual Communication and Image Representation. 36:28-39. 2016
- Structuring of Contourlet Transform for Pipeline-Based Implementation. Circuits, Systems, and Signal Processing. 35:953-976. 2016
- Image retargeting using nonparametric semantic segmentation. Multimedia Tools and Applications. 74:11517-11536. 2015
- 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
- Adaptive stereo medical image watermarking using non-corresponding blocks. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2015:4214-4217. 2015
- Region of interest extraction for lossless compression of bone X-ray images. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2015:3061-3064. 2015
- Robust catheter identification and tracking in X-ray angiographic sequences. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2015:7901-7904. 2015
- Real-time lossless compression of microarray images by separate compaction of foreground and background. Computer Standards and Interfaces. 39:34-43. 2015
- Simple and efficient motion estimation algorithm by continuum search. Multimedia Tools and Applications. 71:1615-1633. 2014
- Hierarchical Implicit Shape Modeling. Journal of Visual Communication and Image Representation. 25:1251-1261. 2014
- A new fast approach to nonparametric scene parsing. Pattern Recognition Letters. 42:56-64. 2014
- Low complexity median filter hardware for image impulsive noise reduction. Journal of Information Systems and Telecommunication. 2:85-94. 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
- An adaptive LSB matching steganography based on octonary complexity measure. Multimedia Tools and Applications. 64:777-793. 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
- Visual sensor network lifetime maximization by prioritized scheduling of nodes. Journal of Network and Computer Applications. 36:409-419. 2013
- An efficient high payload ±1 data embedding scheme. Multimedia Tools and Applications. 54:201-218. 2011
- REAL-TIME STEGANALYSIS OF LSB-REPLACEMENT IN DIGITAL AUDIO STREAMS. Journal of Circuits, Systems and Computers. 19:1399-1421. 2010
- Real time fractal image coder based on characteristic vector matching. Image and Vision Computing. 28:1557-1568. 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
- Multi-constraint QoS routing using a new single mixed metrics. Journal of Network and Computer Applications. 31:656-676. 2008
- Modular array structure for non-restoring square root circuit. Journal of Systems Architecture. 54:957-966. 2008
- Mobile ad hoc relaying for upward vertical handoff in hybrid WLAN/cellular systems. Ad Hoc Networks. 6:307-324. 2008
- Dropping Rate Reduction in Hybrid WLAN/Cellular Systems by Mobile Ad Hoc Relaying. Wireless Personal Communications. 39:515-542. 2006
- Mobility model for hybrid WLAN/cellular systems. Iranian Journal of Electrical and Computer Engineering. 5:11-17. 2006
- Real-time processing and compression of DNA microarray images. IEEE Transactions on Image Processing. 15:754-766. 2006
- A Pipeline Architecture for Processing of DNA Microarrays Images. Journal of Signal Processing Systems. 38:287-297. 2004
- Universal CMOS gate for parallel test of logic circuits. Scientia Iranica. 10:464-470. 2003
- Numerical simulation of a triple laser beam particle sizing instrument. Optics and Lasers in Engineering. 16:23-39. 1992
preprints