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Selected Publications

2023:

   Journal Publications:

  1. M Naderi, N Karimi, A Emami, S Shirani, S Samavi, 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, Vol. 85, DOI: 10.1016/j.bspc.2023.104877, (IF: 5.10, Q1).
  1. Z Sobhaninia, N Karimi, P Khadivi, S Samavi, Brain tumor segmentation by cascaded multiscale multitask learning framework based on feature aggregation, Biomedical Signal Processing and Control, Vol. 85, DOI: 10.1016/j.bspc.2023.104834, (IF: 5.10, Q1).
  1. M Jamali, N Karimi, P Khadivi, S Shirani, S Samavi, Robust watermarking using diffusion of logo into auto-encoder feature maps, Vol. 82, Multimedia Tools and Applications, DOI: 10.1007/s11042-023-15371-4, (IF: 3.6, Q1).
  1. M Naderi, MH Givkashi, N Karimi, S Shirani, S Samavi, Aesthetic-aware image retargeting based on foreground–background separation and PSO optimization, Multimedia Tools and Applications, DOI: 10.1007/s11042-023-16959-6, (IF: 3.6, Q1).
  1. G Ghorbanzadeh, Z Nabizadeh, N Karimi, P Khadivi, A Emami, S Samavi, DGAFF: Deep genetic algorithm fitness Formation for EEG Bio-Signal channel selection, Biomedical Signal Processing and Control, Vol 79, DOI: 10.1016/j.bspc.2022.104119, (IF: 5.10, Q1).

2021:

   Journal Publications:

  1. S Abbasi, M Hajabdollahi, P Khadivi, N Karimi, R Roshandel, S Shirani, S Samavi, Classification of diabetic retinopathy using unlabeled data and knowledge distillation, Artificial Intelligence in Medicine, Vol. 121, DOI: 10.1016/j.artmed.2021.102176, (IF: 7.5, Q1).
  1. M Karimi, M Nejati, P Khadivi, N Karimi, S Samavi, No-reference stereo image quality assessment based on discriminative sparse representation, Multimedia Tools and Applications, Vol. 8, DOI: 10.1007/s11042-021-11322-z, (IF: 3.6, Q1).
  1. Z Nabizadeh-Shahre-Babak, N Karimi, P Khadivi, R Roshandel, A Emami, S Samavi, Detection of COVID-19 in X-ray images by classification of bag of visual words using neural networks, Biomedical Signal Processing and Control, Vol. 68, DOI: 10.1016/j.bspc.2021.102750, (IF: 5.10, Q1).
  1. M Ahmadi, N Karimi, S Samavi, Context-aware saliency detection for image retargeting using convolutional neural networks, Multimedia Tools and Applications, Vol. 80, DOI: 10.1007/s11042-020-10185-0, (IF: 3.6, Q1).

   Conference Papers:

  1. K Chitsaz, M Hajabdollahi, P Khadivi, S Samavi, N Karimi, S Shirani, Use of frequency domain for complexity reduction of convolutional neural networks, 25th International Conference on Pattern Recognition, Workshops and Challenges, DOI: 10.1007/978-3-030-68799-1_5.
  1. P Yazdekhasty, A Zindari, Z Nabizadeh-ShahreBabak, R Roshandel, P Khadivi, N Karimi, S Samavi, Bifurcated autoencoder for segmentation of COVID-19 infected regions in CT images, 25th International Conference on Pattern Recognition, Workshops and Challenges, DOI: 10.1007/978-3-030-68790-8_46.

2020:

   Journal Publications:

  1. M Ahmadi, A Norouzi, N Karimi, S Samavi, A Emami, ReDMark: Framework for residual diffusion watermarking based on deep networks, Expert Systems with Applications, Vol. 146, DOI: 10.1016/j.eswa.2019.113157, (IF: 8.5, Q1).
  1. M Hajabdollahi, R Esfandiarpoor, P Khadivi, SMR Soroushmehr, N Karimi, S Samavi, Simplification of neural networks for skin lesion image segmentation using color channel pruning, Computerized Medical Imaging and Graphics, Vol. 82, DOI: 10.1016/j.compmedimag.2020.101729, (IF: 5.7, Q1).
  1. M Hajabdollahi, R Esfandiarpoor, E Sabeti, N Karimi, SMR Soroushmehr, S Samavi, Multiple abnormality detection for automatic medical image diagnosis using bifurcated convolutional neural network, Biomedical Signal Processing and Control, Vol. 57, DOI: 10.1016/j.bspc.2019.101792, (IF: 5.10, Q1).
  1. H Zarrabi, A Emami, P Khadivi, N Karimi, S Samavi, BlessMark: a blind diagnostically-lossless watermarking framework for medical applications based on deep neural networks, Multimedia Tools and Applications, Vol 79, DOI: 10.1007/s11042-020-08698-9, (IF: 3.6, Q1).

   Conference Papers:

  1. M Mousa-Pasandi, M Hajabdollahi, N Karimi, S Samavi, S Shirani, Convolutional neural network pruning using filter attenuation, 27th IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP40778.2020.9191098.
  1. M Bagheri, M Mohrekesh, N Karimi, S Samavi, S Shirani, P Khadivi, Image watermarking with region of interest determination using deep neural networks, 19th IEEE International Conference on Machine Learning and Application (ICMLA), DOI: 10.1109/ICMLA51294.2020.00172.

2019:

   Journal Publications:

  1. H Mohaghegh, N Karimi, SMR Soroushmehr, S Samavi, K Najarian, 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, Vol.  29, DOI: 10.1109/TCSVT.2018.2808682, (IF: 8.4, Q1)
  1. E Nasr-Esfahani, S Rafiei, MH Jafari, N Karimi, JS Wrobel, S Samavi, Dense pooling layers in fully convolutional network for skin lesion segmentation, Computerized Medical Imaging and Graphics, Vol. 78, DOI: 10.1016/j.compmedimag.2019.101658, (IF: 5.7, Q1).
  1. M Hajabdollahi, R Esfandiarpoor, P Khadivi, SMR Soroushmehr, N Karimi, S Samavi, Segmentation of bleeding regions in wireless capsule endoscopy for detection of informative frames, Biomedical Signal Processing and Control, Vol. 53, DOI: 10.1016/j.bspc.2019.101565, (IF: 5.10, Q1).
  1. N Tavakoli, M Karimi, A Norouzi, N Karimi, S Samavi, SMR Soroushmehr, Detection of abnormalities in mammograms using deep features, Journal of Ambient Intelligence and Humanized Computing, Vol. 14, DOI: 10.1007/s12652-019-01639-x, (IF: 3.66, Q1).
  1. M Karimi, N Soltanian, S Samavi, K Najarian, N Karimi,  SMR Soroushmehr, Blind stereo image quality assessment inspired by brain sensory-motor fusion, Digital Signal Processing, Vol. 91, DOI: 10.1016/j.dsp.2019.03.004, (IF: 2.9, Q2).
  1. Z HosseinKhani, M Hajabdollahi, N Karimi, K Najarian, A Emami, S Samavi, Real‐time removal of impulse noise from MR images for radiosurgery applications, International Journal of Circuit Theory and Applications, Vol. 47, DOI: 10.1002/cta.2591, (IF: 2.3, Q2).

   Conference Papers:

  1. A Norouzi, A Emami, K Najarian, N Karimi, S Samavi, SMR Soroushmehr, Exploiting uncertainty of deep neural networks for improving segmentation accuracy in MRI images, 44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8682530.
  1. M Bagheri, M Mohrekesh, M Tehrani, K Najarian, N Karimi, S Samavi, SMR Soroushmehr, Deep neural network based polyp segmentation in colonoscopy images using a combination of color spaces, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2019.8856793.
  1. Z Sobhaninia, S Rafiei, A Emami, N Karimi, K Najarian, S Samavi, SMR Soroushmehr, Fetal ultrasound image segmentation for measuring biometric parameters using multi-task deep learning, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2019.8856981.
  1. S Rafiei, N Karimi, B Mirmahboub, K Najarian, B Felfeliyan, S Samavi, SMR Soroushmehr, Liver segmentation in abdominal CT images using probabilistic atlas and adaptive 3D region growing, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2019.8857835.
  1. M Hajabdollahi, R Esfandiarpoor, K Najarian, N Karimi, S Samavi, SMR Soroushmehr, Low complexity CNN structure for automatic bleeding zone detection in wireless capsule endoscopy imaging, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2019.8857751.
  1. M Hajabdollahi, R Esfandiarpoor, K Najarian, N Karimi, S Samavi, SMR Soroushmehr , Hierarchical pruning for simplification of convolutional neural networks in diabetic retinopathy classification, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2019.8857769.
  1. S Rezaei, A Emami, H Zarrabi, S Rafiei, K Najarian, N Karimi, S Samavi, SMR Soroushmehr, Gland segmentation in histopathology images using deep networks and handcrafted features, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2019.8856776.

2018:

   Journal Publications:

  1. Z HosseinKhani, M Hajabdollahi, N Karimi, SMR Soroushmehr, S Shirani, K Najarian, S Samavi, Adaptive real-time removal of impulse noise in medical images, Journal of Medical Systems, Vol. 42, DOI: 10.1007/s10916-018-1074-7, (IF: 5.3, Q1)
  1. E Nasr-Esfahani, N Karimi, MH Jafari, SMR Soroushmehr, S Samavi, B.K. Nallamothu, K. Najarian, Segmentation of vessels in angiograms using convolutional neural networks, Biomedical Signal Processing and Control, Vol. 40, DOI: 10.1016/j.bspc.2017.09.012, (IF: 5.10, Q1).
  1. M Karimi, S Samavi, N Karimi, SMR Soroushmehr, W Lin, K Najarian, Pyramidal modeling of geometric distortions for retargeted image quality evaluation, Multimedia Tools and Applications, Vol. 77, DOI: 10.1007/s11042-017-4994-1, (IF: 3.6, Q1).
  1. E Etemad, S Samavi, SMR Soroushmehr, N Karimi, M Etemad, S Shirani, K. Najarian, Robust image watermarking scheme using bit-plane of Hadamard coefficients, Multimedia Tools and Applications, Vol. 77, DOI: 10.1007/s11042-016-4278-1, (IF: 3.6, Q1).
  1. M Mohrekesh, S Azizi, S Shirani, N Karimi, S Samavi, Hierarchical watermarking framework based on analysis of local complexity variations, Multimedia Tools and Applications, Vol. 77, DOI: 10.1007/s11042-018-6129-8, (IF: 3.6, Q1).
  1. HR Fazlali, N Karimi, SMR Soroushmehr, S Shirani, BK Nallamothu, KR Ward, S Samavi, K Najarian, Vessel segmentation and catheter detection in X-ray angiograms using superpixels, Medical and Biological Engineering and Computing, Vol. 56, DOI: 10.1007/s11517-018-1793-4, (IF:3.2, Q2).
  1. M Hajabdollahi, N Karimi, SMR Soroushmehr, S Samavi, K Najarian, Retinal blood vessel segmentation for macula detachment surgery monitoring instruments, International Journal of Circuit Theory and Applications, Vol. 46, DOI: 10.1002/cta.2462, (IF: 2.3, Q2).

   Conference Papers:

  1. S Rafiei, E Nasr-Esfahani, K Najarian, N Karimi, S Samavi, SMR Soroushmehr, Liver segmentation in CT images using three dimensional to two dimensional fully convolutional network, 25th IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP.2018.8451238.
  1. M Akbari, M Mohrekesh, K Najariani, N Karimi, S Samavi, SMR Soroushmehr, Adaptive specular reflection detection and inpainting in colonoscopy video frames, 25th IEEE international conference on image processing (ICIP), DOI: 10.1109/ICIP.2018.8451699.
  1. M Hajabdollahi, R Esfandiarpoor, K Najarian, N Karimi, S Samavi, SMR Soroushmehr, Low complexity convolutional neural network for vessel segmentation in portable retinal diagnostic devices, 25th IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP.2018.8451665.
  1. M Ahmadi, A Emami, M Hajabdollahi, SMR Soroushmehr, N Karimi, S Samavi, K Najarian, Lossless Compression of Angiogram Foreground with Visual Quality Preservation of Background, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2018.8513426.
  1. M Nasr-Esfahani, M Mohrekesh, M Akbari, SMR Soroushmehr, E Nasr-Esfahani, N Karimi, S Samavi, K Najarian, Left ventricle segmentation in cardiac MR images using fully convolutional network, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2018.8512536.
  1. H Zarrabi, M Hajabdollahi, SMR Soroushmehr, N Karimi, S Samavi, S Samavi, K Najarian, Reversible image watermarking for health informatics systems using distortion compensation in wavelet domain, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2018.8512431.
  1. M Akbari, M Mohrekesh, E Nasr-Esfahani, SMR Soroushmehr, N Karimi, S Samavi, K Najarian, Polyp segmentation in colonoscopy images using fully convolutional network, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2018.8512197.
  1. M Akbari, M Mohrekesh, S Rafiei, SMR Soroushmehr, N Karimi, S Samavi, K Najarian, Classification of informative frames in colonoscopy videos using convolutional neural networks with binarized weights, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2018.8512226.

2017:

   Journal Publications:

  1. M Nejati, S Samavi, N Karimi, SMR Soroushmehr, S Shirani, I Roosta, K Najarian, Surface area-based focus criterion for multi-focus image fusion, Information Fusion, Vol. 36, DOI: 10.1016/j.inffus.2016.12.009, (IF:18.6, Q1).
  1. M Karimi, M Nejati, SMR Soroushmehr, S Samavi, N Karimi, K Najarian, Blind stereo quality assessment based on learned features from binocular combined images, IEEE Transactions on Multimedia, Vol. 19, DOI: 10.1109/TMM.2017.2699082 ,(IF:7.3,Q1).
  1. MH Jafari, E Nasr-Esfahani, N Karimi, SMR Soroushmehr, S Samavi, K Najarian, Extraction of skin lesions from non-dermoscopic images for surgical excision of melanoma, International journal of computer assisted radiology and surgery, Vol. 12, DOI: 10.1007/s11548-017-1567-8, (IF:3.0, Q1).
  1. M Karimi, S Samavi, N Karimi, SMR Soroushmehr, W Lin, K Najarian, Quality assessment of retargeted images by salient region deformity analysis, Journal of Visual Communication and Image Representation, Vol. 43, DOI: 10.1016/j.jvcir.2016.12.011, (IF:2.6, Q1).
  1. F Shafieyan, N Karimi, B Mirmahboub, S Samavi, S Shirani, Image retargeting using depth assisted saliency map, Signal Processing: Image Communication, Vol. 50, DOI: 10.1016/j.image.2016.10.006, (IF:3.5, Q2)
  1. HR Fazlali, S Samavi, N Karimi, S Shirani, Adaptive blind image watermarking using edge pixel concentration, Multimedia Tools and Applications, Vol. 76, DOI: 10.1007/s11042-015-3200-6, (IF: 3.6, Q1).
  1. M Heidari, S Samavi, SMR Soroushmehr, S Shirani, N Karimi, K Najarian, Framework for robust blind image watermarking based on classification of attacks, Multimedia Tools and Applications, Vol.  76, DOI: 10.1007/s11042-016-4150-3, (IF: 3.6, Q1).

   Conference Papers:

  1. M Nejati, M Karimi, SMR Soroushmehr, N Karimi, S Samavi, K Najarian, Fast exposure fusion using exposedness function, 24th IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP.2017.8296679.
  1. N Tavakoli, M Karimi, M Nejati, N Karimi, SMR Soroushmehr, S Samavi, K Najarian, Abnormality detection of mammograms by discriminative dictionary learning on DSIFT descriptors, 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2017.8037179.

2016:

   Journal Publications:

  1. M Nejati, S Samavi, N Karimi, K Najarian, Boosted Dictionary Learning for Image Compression, IEEE Transactions on Image Processing, Vol. 25, DOI: 10.1109/TIP.2016.2598483, (IF:10.60, Q1)
  1. N Karimi, S Samavi, SMR Soroushmehr, S Shirani, K Najarian, Toward practical guideline for design of image compression algorithms for biomedical applications, Journal of Expert Systems with Applications, Vol. 56, DOI: 10.1016/j.eswa.2016.02.047, (IF: 8.5, Q1).

   Conference Papers:

  1. H Mohaghegh, N Karimi, SMR Soroushmehr, S Samavi, K Najarian, Depth estimation from single images using modified stacked generalization, 41st International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2016.7471951.
  1. M Nejati, S Samavi, N Karimi, SMR Soroushmehr, K Najarian, Boosted multi-scale dictionaries for image compression, The 41st International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2016.7471852.
  1. MH Jafari, S Samavi, SMR Soroushmehr, H Mohaghegh, N Karimi, K Najarian, Set of Descriptors for  Skin Cancer Diagnosis Using Non-Dermoscopic Color Images,  27th IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP.2016.7532837.
  1. B Felfelian, H Fazlali, N. Karimi, SMR Soroushmehr, S Samavi, K Najarian, Vessel Segmentation in Low Contrast X-Ray images, 27th IEEE International Conference on Image Processing (ICIP),  DOI: 10.1109/ICIP.2016.7532382.
  1. MH Jafari, N  Karimi, E Nasr-Esfahani, S Samavi, SMR Soroushmehr, K Ward, K Najarian,  Skin Lesion Segmentation in Clinical Images Using Deep Learning,  23rd IEEE International Conference on Pattern Recognition (ICPR), DOI: 10.1109/ICPR.2016.7899656.
  1. MA Khorsandi, N Karimi, SMR Soroushmehr, M Hajabdollahi, S Samavi, K Ward, K Najarian, Radon Transform Inspired Method for Hand Gesture Recognition, 23rd IEEE International Conference on Pattern Recognition (ICPR), DOI: 10.1109/ICPR.2016.7899775.
  1. Z  HosseinKhani, N. Karimi, SMR Soroushmehr, M Hajabdollahi, S Samavi, K Ward, K Najarian,  Real-Time Removal of Random Value Impulse Noise in Medical Images,  23rd IEEE International Conference on Pattern Recognition (ICPR), DOI: 10.1109/ICPR.2016.7900246.
  1. H Mohaghegh, N Karimi, SMR Soroushmehr, S Samavi, K Najarian, Single Image Depth Estimation Using Joint Local-Global Features, 23rd  IEEE International Conference on Pattern Recognition (ICPR), DOI: 10.1109/ICPR.2016.7899721.
  1. MA Khorsandi, N Karimi, S Samavi, M Hajabdollahi, SMR Soroushmehr, K Ward, K Najarian, Hardware Image Assessment for Wireless Endoscopy Capsules, 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2016.7591130.
  1. M Kadkhodaei, S Samavi, N Karimi, H Mohaghegh, SMR Soroushmehr, HA All, K Ward, K Najarian,  Automatic Segmentation of Multimodal Brain Tumor Images Based on Classification of Super-Voxels,  38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2016.7592082.
  1. E Nasr-Esfahani, S Samavi, N Karimi, SMR Soroushmehr, MH Jafari, Kevin Ward, Kayvan Najarian,  Melanoma Detection by Analysis of Clinical Images Using Convolutional Neural Network,  38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2016.7590963.
  1. E Nasr-Esfahani, S Samavi, N Karimi, SMR Soroushmehr, K Ward, MH Jafari, B Felfeliyan, K Najarian, Vessel Extraction in X-Ray Angiograms Using Deep Learning, 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2016.7590784.
  1. M Jamali, S Samavi, N Karimi, SMR Soroushmehr, K Ward, K Najarian,  Robust Watermarking in Non-ROI of Medical Images Based on DCT-DWT,  38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2016.7590920.
  1. MH Jafari, S Samavi, N Karimi, SMR Soroushmehr, K Ward, K Najarian, Automatic Detection of Melanoma Using Broad Extraction of Features from Digital Images,  38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2016.7590959.

2015:

   Journal Publications:

  1. N Karimi, S Samavi, S Shirani, A Banaei, E Nasr-Esfahani,  Real-time Lossless Compression of Microarray Images by Separate Compaction of Foreground and Background, Computer Standards & Interfaces, Vol. 39, DOI: 10.1016/j.csi.2014.12.001, (IF: 5.0, Q1).
  1. N Karimi, S Samavi, S Amraee, S Shirani, Use of Symmetry in Prediction-Error Field for Lossless Compression of 3D MRI Images, Multimedia Tools and Applications, Vol. 74, DOI: 10.1007/s11042-014-2214-9, (IF: 3.6, Q1).
  1. SMA Zeinolabedin, N Karimi, S Samavi, TTH Kim, Structuring of Contourlet Transform for Pipeline-Based Implementation,  ‎Circuits, Systems, and Signal Processing, Vol. 35, DOI: 10.1007/s11042-014-2214-9, (IF: 2.3, Q2).

   Conference Papers:

  1. S Kazeminia, N Karimi, B Mirmahboub, SMR Soroushmehr, S Samavi, ‎K Najarian, Bone extraction in X-ray images by analysis of line ‎fluctuations,  26th IEEE International Conference on Image Processing (ICIP),  DOI: 10.1109/ICIP.2015.7350926.
  1. HR Fazlali, N Karimi, SMR, Soroushmehr, S Sinha, S Samavi, B Nallamothu, K Najarian,  Vessel region detection in coronary X-ray angiograms,  26th IEEE International Conference on Image Processing (ICIP),  DOI: 10.1109/ICIP.2015.7351049.
  2. I Roosta, N Karimi, S Samavi, S Shirani, Multifocus image fusion based on surface area analysis, 26th IEEE International Conference on Image Processing (ICIP),  DOI: 10.1109/ICIP.2015.7351314.
  1. S Kazeminia, N Karimi, B Mirmahboub, SMR Soroushmehr, S Samavi, H Derksen, K Najarian,   Region of interest extraction for lossless compression of bone X-ray images,  37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2015.7319038.
  1. HR Fazlali, N Karimi, SMR Soroushmehr, S Samavi, B Nallamothu, H Derksen, K Najarian, Robust catheter identification and tracking in X-ray angiographic sequences,  37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2015.7320224.
  1. H Mohaghegh, N Karimi, SMR Soroushmehr, S Samavi, K Najarian, Adaptive Stereo Medical Image Watermarking Using Non-Corresponding Blocks, 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2015.7319324.

2014 and Before:

   Journal Publications:

  1. N Karimi, S Samavi, S Shirani, Lossless Compression of RNAi Images Using Regional Fluctuations of Pixels, IEEE Journal of Biomedical and Health Informatics, Vol. 17,  DOI: 10.1109/JBHI.2012.2235453, 2013, (IF: 7.7, Q1).
  1. B Mirmahboub, S Samavi, N Karimi, S Shirani, Automatic Monocular System for Human Fall Detection based on Variations in Silhouette Area, IEEE Transactions on Biomedical Engineering, Vol. 60, DOI: 10.1109/TBME.2012.2228262, 2012, (IF: 4.6, Q1).
  1. N Karimi, S Samavi, S Shirani, P Behnamfar, Segmentation of DNA Microarray Images Using an Adaptive Graph Based Method,  IET Image Processing, Vol. 4, DOI:  10.1049/iet-ipr.2008.0241, 2010, (IF: 2.73, Q2).
  1. S Samavi, S Shirani, N Karimi, Real-time Processing and Compression of DNA Microarray Images, IEEE Transactions on Image Processing, Vol. 15, DOI: 10.1109/TIP.2005.860618, 2005, (IF:10.60, Q1).
  1. S Samavi, S Shirani, N Karimi, JM Deen, A Pipeline Architecture for Processing of DNA Microarray Images, Journal of VLSI Signal Processing Systems for Signal, Image and Video Technology, Vol. 38, DOI: 10.1023/B:VLSI.0000042493.11467.64 , 2004, (IF:1.8, Q2).

   : Conference Papers

  1. F Shafieyan, N Karimi, B Mirmahboub, S Samavi, S Shirani, Image Seam Carving Using Depth Assisted Saliency Map, 25th IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP.2014.7025230, 2014.
  1. B Mirmahboub, S Samavi, N Karimi, S Shirani, View-Invariant Fall Detection System Based on Silhouette Area and Orientation, 13th IEEE International Conference on Multimedia and Expo, DOI: 10.1109/ICME.2012.193, 2012.
  1. H Rezaee, S Samavi, N Karimi, S Shirani, Elevating Watermark Robustness by Data Diffusion in Contourlet Coefficients,  IEEE International Conference on Communications (ICC), DOI: 10.1109/ICC.2012.6364908, 2012.
  1. S Amraee, N Karimi, S Samavi, S Shirani,  Compression of 3D MRI Images Based on Symmetry in Prediction-Error Field,  12th IEEE International Conference on Multimedia and Expo, DOI: 10.1109/ICME.2011.6011897, 2011.
  1. N Karimi, S Samavi, S Shirani, Lossless Compression of High-Throughput RNAi Images, 10th IEEE International Conference on Information Technology and Applications in Biomedicine (ITAB), DOI: 10.1109/ITAB.2010.5687771, 2010.
  1. Z Safaryazdi, N Karimi, S Samavi, S Shirani, Perceptually Lossless Compression of Angiogram Sequences,  10th IEEE International Conference on Information Technology and Applications in Biomedicine (ITAB), DOI: 10.1109/ITAB.2010.5687772, 2010.
  1. H Talebi, N Karimi, S Samavi, S Shirani, Multi-layered Image Compression using Structure Tensor for Texture Identification,  11th IEEE International Conference on Multimedia and Expo, DOI: 10.1109/ICME.2010.5583872, 2010.
  1. N Karimi, S Samavi, S Shirani, H Talebi, SMA Zaynolabedin, Contourlet-based Image Compression using Controlled Modification of Coefficients, 22nd IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), DOI: 10.1109/CCECE.2009.5090278, 2009.
  1. N Karimi, S Samavi, S Shirani,  S Amraee,  Z Safaryazdi, E Mahmoodzadeh,  A Region based Predictor for Lossless Compression of RNAi Images, 22nd IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), DOI: 10.1109/CCECE.2009.5090277, 2009.
  1. M Mohrekesh, S Samavi, N Karimi, S Shirani, P Behnamfar, Motion Estimation by Affine Transforms based on Codirectionality of Movements, 22nd  IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), DOI: 10.1109/CCECE.2009.5090279, 2009.
  1. E Nasr-Esfahani, S Samavi, N Karimi, S Shirani, Near lossless Image Compression by Local Packing of Histogram, 33rd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2008.4517830, 2008.
  1. A Neekabadi, SA Razavi, N Karimi, S Samavi, S Shirani, Lossless Microarray Image Compression on Using Region Based Predictors, 14th IEEE International Conference on Image Processing, DOI: 10.1109/ICIP.2007.4379164, 2008.
  1. E Nasr-Esfahani, S Samavi, N Karimi, S Shirani, Near-Lossless Image Compression Based on Maximization of Run Length Sequences, 14th IEEE International Conference on Image Processing, DOI: 10.1109/ICIP.2007.4379983, 2007.
  1. A Neekabadi, S Samavi, N Karimi, E Nasr-Esfahani, SA Razavi, S Shirani,  Lossless Compression of Mammographic Images by Chronological Sifting of Prediction Errors, 10th IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM), DOI: 10.1109/PACRIM.2007.4313176, 2007.
  1. F Kheiri, S Samavi, N Karimi, A New Pipeline Design for Binarization and Thinning of Fingerprint Images, 18th IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), DOI: 10.1109/CCECE.2005.1557380, 2005.
  2. S Samavi, S Shirani, N Karimi, A Pipeline Structure for Analysis of DNA Microarrays, 6th IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, (PACRIM)  DOI: 10.1109/PACRIM.2003.1235956, 2003.
  3. S Samavi, S Shirani, N Karimi, N Faramarzpour, DNA Microarray Image Compression by Pipeline Architecture, 37th Proceedings of the IEEE Asilomar Conference on Signals, Systems and Computers (ACSSC), DOI: 10.1109/ACSSC.2003.1292366, 2003.

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