Sharon Alpert

Amazon (United States) — United States

Computer Science · Physical Sciences

13h-index1.5kcitations18works0.02yr avg
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Research Topics

Medical Image Segmentation Techniques(7), Image Retrieval and Classification Techniques(6), AI in cancer detection(5), Visual Attention and Saliency Detection(4), Advanced Image and Video Retrieval Techniques(3)

Publications18 total

Image Based Virtual Try-On Network From Unpaired Data
2020· 111 cited
On Detection of Faint Edges in Noisy Images
IEEE Transactions on Pattern Analysis and Machine Intelligence·2019· 1 citedOpen Access
Learning Fashion By Simulated Human Supervision
2018· 2 cited
Learning Fashion Traits with Label Uncertainty
2018· 3 cited
A CNN based method for automatic mass detection and classification in mammograms
Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization·2017· 31 cited
Hybrid Mass Detection in Breast MRI Combining Unsupervised Saliency Analysis and Deep Learning
Lecture notes in computer science·2017· 26 cited
A Region Based Convolutional Network for Tumor Detection and Classification in Breast Mammography
Lecture notes in computer science·2016· 141 cited
From medical image to automatic medical report generation
IBM Journal of Research and Development·2015· 49 cited
Using image analytics to monitor retail store shelves
IBM Journal of Research and Development·2015· 54 cited
Semantic description of medical image findings: structured learning approach
2015· 16 cited
A Cross Saliency Approach to Asymmetry-Based Tumor Detection
Lecture notes in computer science·2015· 22 cited
Unsupervised detection of abnormalities in medical images using salient features
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE·2014· 6 citedOpen Access
Viewpoint-aware object detection and continuous pose estimation
Image and Vision Computing·2012· 37 cited
Viewpoint-aware object detection and pose estimation
2011· 96 cited
Image Segmentation by Probabilistic Bottom-Up Aggregation and Cue Integration
IEEE Transactions on Pattern Analysis and Machine Intelligence·2011· 404 cited
Detecting Faint Curved Edges in Noisy Images
Lecture notes in computer science·2010· 24 cited
Image Segmentation by Probabilistic Bottom-Up Aggregation and Cue Integration
2007· 488 cited
A Model for Family Preservation Case Assessment
Journal of Family Strengths·1997· 1 citedOpen Access

Frequent Co-authors

Meirav Galun(6), Ronen Basri(6), Sharbell Hashoul(5), Ella Barkan(4), Pavel Kisilev(4), Achi Brandt(3), Rami Ben‐Ari(3), Assaf Neuberger(3), Eduard Oks(3), Ayelet Akselrod-Ballin(2), Leonid Karlinsky(2), Daniel Gläsner(2), Gregory Shakhnarovich(2), Eugene Walach(2), Boaz Ophir(2), Boaz Nadler(2), Eli Alshan(2), Sharbell Hasoul(1), Eran Borenstein(1), Bar Hilleli(1)