Svetlana Lazebnik - Related publications

Computer Science University of North Carolina, Chapel Hill, Chapel Hill, NC 
Computer Science
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Zhang J, Shi Y, Sun J, Wang L, Zhou L, Gao Y, Shen D. Interactive medical image segmentation via a point-based interaction. Artificial Intelligence in Medicine. 111: 101998. PMID 33461691 DOI: 10.1016/j.artmed.2020.101998   
2021 Bi Y, Xue B, Zhang M. Genetic Programming-Based Discriminative Feature Learning for Low-Quality Image Classification. Ieee Transactions On Cybernetics. PMID 33531319 DOI: 10.1109/TCYB.2021.3049778   
2021 Masoudi S, Harmon SA, Mehralivand S, Walker SM, Raviprakash H, Bagci U, Choyke PL, Turkbey B. Quick guide on radiology image pre-processing for deep learning applications in prostate cancer research. Journal of Medical Imaging (Bellingham, Wash.). 8: 010901. PMID 33426151 DOI: 10.1117/1.JMI.8.1.010901   
2021 Singh B, Najibi M, Sharma A, Davis LS. Scale Normalized Image Pyramids with AutoFocus for Object Detection. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33577449 DOI: 10.1109/TPAMI.2021.3058945   
2021 Zha Z, Wen B, Yuan X, Zhou J, Zhu C, Kot AC. A Hybrid Structural Sparsification Error Model for Image Restoration. Ieee Transactions On Neural Networks and Learning Systems. PMID 33625989 DOI: 10.1109/TNNLS.2021.3057439   
2021 Islam KT, Wijewickrema S, O'Leary S. A deep learning based framework for the registration of three dimensional multi-modal medical images of the head. Scientific Reports. 11: 1860. PMID 33479305 DOI: 10.1038/s41598-021-81044-7   
2021 Gilbert A, Marciniak M, Rodero C, Lamata P, Samset E, McLeod K. Generating Synthetic Labeled Data from Existing Anatomical Models: An Example with Echocardiography Segmentation. Ieee Transactions On Medical Imaging. PMID 33444134 DOI: 10.1109/TMI.2021.3051806   
2021 Minaee S, Boykov YY, Porikli F, Plaza AJ, Kehtarnavaz N, Terzopoulos D. Image Segmentation Using Deep Learning: A Survey. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33596172 DOI: 10.1109/TPAMI.2021.3059968   
2021 Jiang Y, Gong X, Liu D, Cheng Y, Fang C, Shen X, Yang J, Zhou P, Wang Z. EnlightenGAN: Deep Light Enhancement without Paired Supervision. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33481709 DOI: 10.1109/TIP.2021.3051462   
2021 Yan L, Hao Q, Cao J, Saad R, Li K, Yan Z, Wu Z. Infrared and visible image fusion via octave Gaussian pyramid framework. Scientific Reports. 11: 1235. PMID 33441789 DOI: 10.1038/s41598-020-80189-1   
2021 Fromentèze T, Yurduseven O, Del Hougne P, Smith DR. Lowering latency and processing burden in computational imaging through dimensionality reduction of the sensing matrix. Scientific Reports. 11: 3545. PMID 33574392 DOI: 10.1038/s41598-021-83021-6   
2021 Heidari M, Lakshmivarahan S, Mirniaharikandehei S, Danala G, Maryada SKR, Liu H, Zheng B. Applying a random projection algorithm to optimize machine learning model for breast lesion classification. Ieee Transactions On Bio-Medical Engineering. PMID 33493108 DOI: 10.1109/TBME.2021.3054248   
2021 Zhong X, Amrehn M, Ravikumar N, Chen S, Strobel N, Birkhold A, Kowarschik M, Fahrig R, Maier A. Deep action learning enables robust 3D segmentation of body organs in various CT and MRI images. Scientific Reports. 11: 3311. PMID 33558570 DOI: 10.1038/s41598-021-82370-6   
2021 Lu H, Liu C, Li N, Fu X, Li L. Optimal segmentation scale selection and evaluation of cultivated land objects based on high-resolution remote sensing images with spectral and texture features. Environmental Science and Pollution Research International. PMID 33501583 DOI: 10.1007/s11356-021-12552-2   
2021 Fang Y, Zeng Y, Jiang W, Zhu H, Yan J. Superpixel-Based Quality Assessment of Multi-Exposure Image Fusion for Both Static and Dynamic Scenes. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33502981 DOI: 10.1109/TIP.2021.3053465   
2021 Jiang S, Tao Z, Fu Y. Geometrically Editable Face Image Translation with Adversarial Networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33497333 DOI: 10.1109/TIP.2021.3052084   
2021 Jerripothula KR, Cai J, Lu J, Yuan J. Image Co-skeletonization via Co-segmentation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33523810 DOI: 10.1109/TIP.2021.3054464   
2021 Angulakshmi M, Deepa M. A Review on Deep Learning Architecture and Methods for MRI Brain Tumour Segmentation. Current Medical Imaging. PMID 33423651 DOI: 10.2174/1573405616666210108122048   
2021 Niu S, Liu M, Liu Y, Wang J, Song H. Distant Domain Transfer Learning for Medical Imaging. Ieee Journal of Biomedical and Health Informatics. PMID 33449887 DOI: 10.1109/JBHI.2021.3051470   
2021 Li Q, Han G, Liu P, Yang H, Luo H, Wu J. An Infrared-Visible Image Registration Method Based on the Constrained Point Feature. Sensors (Basel, Switzerland). 21. PMID 33567611 DOI: 10.3390/s21041188   
2021 Zou Z, Shi T, Shi Z, Ye J. Adversarial Training for Solving Inverse Problems in Image Processing. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33502979 DOI: 10.1109/TIP.2021.3053398   
2021 Mittal H, Pandey AC, Saraswat M, Kumar S, Pal R, Modwel G. A comprehensive survey of image segmentation: clustering methods, performance parameters, and benchmark datasets. Multimedia Tools and Applications. 1-26. PMID 33584121 DOI: 10.1007/s11042-021-10594-9   
2021 Toda R, Teramoto A, Tsujimoto M, Toyama H, Imaizumi K, Saito K, Fujita H. Synthetic CT image generation of shape-controlled lung cancer using semi-conditional InfoGAN and its applicability for type classification. International Journal of Computer Assisted Radiology and Surgery. PMID 33428062 DOI: 10.1007/s11548-021-02308-1   
2021 Yu W, Yao H, Li D, Li G, Shi H. GLAGC: Adaptive Dual-Gamma Function for Image Illumination Perception and Correction in the Wavelet Domain. Sensors (Basel, Switzerland). 21. PMID 33513902 DOI: 10.3390/s21030845   
2021 Kim K, Jeong HW, Lee Y. Performance Evaluation of Dorsal Vein Network of Hand Imaging Using Relative Total Variation-Based Regularization for Smoothing Technique in a Miniaturized Vein Imaging System: A Pilot Study. International Journal of Environmental Research and Public Health. 18. PMID 33561967 DOI: 10.3390/ijerph18041548   
2021 Wu Y, Li J, Yuan Y, Qin AK, Miao QG, Gong MG. Commonality Autoencoder: Learning Common Features for Change Detection From Heterogeneous Images. Ieee Transactions On Neural Networks and Learning Systems. PMID 33600325 DOI: 10.1109/TNNLS.2021.3056238   
2021 Zhang Y, Wu X, Gach HM, Li HH, Yang D. GroupRegNet: a groupwise one-shot deep learning-based 4D image registration method. Physics in Medicine and Biology. PMID 33412539 DOI: 10.1088/1361-6560/abd956   
2021 Lyu J, Ling SH, Banerjee S, Zheng JY, Lai KL, Yang D, Zheng YP, Bi X, Su S, Chamoli U. Ultrasound volume projection image quality selection by ranking from convolutional RankNet. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 89: 101847. PMID 33476927 DOI: 10.1016/j.compmedimag.2020.101847   
2021 Zhang Z, Zheng M, Zhong SH, Liu Y. Steganographer detection via a similarity accumulation graph convolutional network. Neural Networks : the Official Journal of the International Neural Network Society. 136: 97-111. PMID 33472131 DOI: 10.1016/j.neunet.2020.12.026   
2021 Garcia-Garin O, Monleón-Getino T, López-Brosa P, Borrell A, Aguilar A, Borja-Robalino R, Cardona L, Vighi M. Automatic detection and quantification of floating marine macro-litter in aerial images: Introducing a novel deep learning approach connected to a web application in R. Environmental Pollution (Barking, Essex : 1987). 273: 116490. PMID 33486249 DOI: 10.1016/j.envpol.2021.116490   
2021 Godefroy G, Arnal B, Bossy E. Compensating for visibility artefacts in photoacoustic imaging with a deep learning approach providing prediction uncertainties. Photoacoustics. 21: 100218. PMID 33364161 DOI: 10.1016/j.pacs.2020.100218   
2021 Mergenthaler P, Hariharan S, Pemberton JM, Lourenco C, Penn LZ, Andrews DW. Rapid 3D phenotypic analysis of neurons and organoids using data-driven cell segmentation-free machine learning. Plos Computational Biology. 17: e1008630. PMID 33617523 DOI: 10.1371/journal.pcbi.1008630   
2021 Quan D, Wang S, Huyan N, Chanussot J, Wang R, Liang X, Hou B, Jiao L. Element-Wise Feature Relation Learning Network for Cross-Spectral Image Patch Matching. Ieee Transactions On Neural Networks and Learning Systems. PMID 33544676 DOI: 10.1109/TNNLS.2021.3052756   
2021 Jeon B, Jung S, Shim H, Chang HJ. Bayesian Estimation of Geometric Morphometric Landmarks for Simultaneous Localization of Multiple Anatomies in Cardiac CT Images. Entropy (Basel, Switzerland). 23. PMID 33401695 DOI: 10.3390/e23010064   
2021 Zhang Y, Zhang S, Li Y, Zhang Y. Single- and Cross-Modality Near Duplicate Image Pairs Detection via Spatial Transformer Comparing CNN. Sensors (Basel, Switzerland). 21. PMID 33401740 DOI: 10.3390/s21010255   
2021 Liu Y, Mo F, Aleksandrov M, Zlatanova S, Tao P. Accurate calibration of standard plenoptic cameras using corner features from raw images. Optics Express. 29: 158-169. PMID 33362106 DOI: 10.1364/OE.405168   
2021 Ren M, Dey N, Fishbaugh J, Gerig G. Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization. Ieee Transactions On Medical Imaging. PMID 33591913 DOI: 10.1109/TMI.2021.3059726   
2021 Liu Y, Zhang S, Xu J, Yang J, Tai YW. An Accurate and Lightweight Method for Human Body Image Super-Resolution. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33539298 DOI: 10.1109/TIP.2021.3055737   
2021 Li M, Mathai A, Lau SLH, Yam JW, Xu X, Wang X. Underwater Object Detection and Reconstruction Based on Active Single-Pixel Imaging and Super-Resolution Convolutional Neural Network. Sensors (Basel, Switzerland). 21. PMID 33466530 DOI: 10.3390/s21010313   
2021 Luo Y, Xu L, Qi L. A cascaded FC-DenseNet and level set method (FCDL) for fully automatic segmentation of the right ventricle in cardiac MRI. Medical & Biological Engineering & Computing. PMID 33559862 DOI: 10.1007/s11517-020-02305-7   
2021 Gao J, Liu Q, Zhou C, Zhang W, Wan Q, Hu C, Gu Z, Liang D, Liu X, Yang Y, Zheng H, Hu Z, Zhang N. An improved patch-based regularization method for PET image reconstruction. Quantitative Imaging in Medicine and Surgery. 11: 556-570. PMID 33532256 DOI: 10.21037/qims-20-19   
2021 Lee H, Park J, Choi Y, Park KR, Min BJ, Lee IJ. Low-dose CBCT reconstruction via joint non-local total variation denoising and cubic B-spline interpolation. Scientific Reports. 11: 3681. PMID 33574477 DOI: 10.1038/s41598-021-83266-1   
2021 Zhang H, Zeng Y, Lu H, Zhang L, Li J, Qi J. Learning to Detect Salient Object with Multi-source Weak Supervision. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33591912 DOI: 10.1109/TPAMI.2021.3059783   
2021 Huang H, Dong L, Xue Z, Liu X, Hua C. Fusion algorithm of visible and infrared image based on anisotropic diffusion and image enhancement (capitalize only the first word in a title (or heading), the first word in a subtitle (or subheading), and any proper nouns). Plos One. 16: e0245563. PMID 33606680 DOI: 10.1371/journal.pone.0245563   
2021 Han X, Wang X, Leng Y, Zhou W. A Plane Extraction Approach in Inverse Depth Images Based on Region-Growing. Sensors (Basel, Switzerland). 21. PMID 33562003 DOI: 10.3390/s21041141   
2021 Jensen JN, Hannemose M, Bærentzen JA, Wilm J, Frisvad JR, Dahl AB. Surface Reconstruction from Structured Light Images Using Differentiable Rendering. Sensors (Basel, Switzerland). 21. PMID 33557230 DOI: 10.3390/s21041068   
2021 Wang W, Jia Y, Wang Q, Xu P. An Image Enhancement Algorithm Based on Fractional-Order Phase Stretch Transform and Relative Total Variation. Computational Intelligence and Neuroscience. 2021: 8818331. PMID 33510777 DOI: 10.1155/2021/8818331   
2021 Xu J, Cheng Y, Ma Y. Weighted Schatten -Norm Low Rank Error Constraint for Image Denoising. Entropy (Basel, Switzerland). 23. PMID 33514041 DOI: 10.3390/e23020158   
2021 Li Y, Chen J, Brown JL, Treves ST, Cao X, Fahey FH, Sgouros G, Bolch WE, Frey EC. DeepAMO: a multi-slice, multi-view anthropomorphic model observer for visual detection tasks performed on volume images. Journal of Medical Imaging (Bellingham, Wash.). 8: 041204. PMID 33521164 DOI: 10.1117/1.JMI.8.4.041204   
2021 Li Z, Zhang J, Zhong R, Bhanu B, Chen Y, Zhang Q, Tang H. Lightweight and Efficient Image Dehazing Network Guided by Transmission Estimation from Real-World Hazy Scenes. Sensors (Basel, Switzerland). 21. PMID 33535456 DOI: 10.3390/s21030960