Michal Irani
#116,326
Most Influential Person Now
Israeli computer scientist
Michal Irani's AcademicInfluence.com Rankings
Michal Iranicomputer-science Degrees
Computer Science
#5269
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#5566
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Machine Learning
#2095
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#2122
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Database
#3533
World Rank
#3681
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Computer Science
Michal Irani's Degrees
- Masters Electrical Engineering Technion – Israel Institute of Technology
- Bachelors Electrical Engineering Technion – Israel Institute of Technology
Why Is Michal Irani Influential?
(Suggest an Edit or Addition)According to Wikipedia, Michal Irani is a professor in the Department of Computer Science and Applied Mathematics at the Weizmann Institute of Science, Israel. Education Irani received her Ph.D. degree in computer science from the Hebrew University of Jerusalem. Subsequently, she was a member of the Vision Technologies Laboratory at the Sarnoff Research Center .
Michal Irani's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Actions as space-time shapes (2005) (2100)
- Improving resolution by image registration (1991) (2038)
- Super-resolution from a single image (2009) (1793)
- In defense of Nearest-Neighbor based image classification (2008) (1233)
- Matching Local Self-Similarities across Images and Videos (2007) (1103)
- Actions as Space-Time Shapes (2007) (1088)
- Motion Analysis for Image Enhancement: Resolution, Occlusion, and Transparency (1993) (900)
- Space-Time Completion of Video (2007) (698)
- Detecting Irregularities in Images and in Video (2005) (670)
- Summarizing visual data using bidirectional similarity (2008) (636)
- "Zero-Shot" Super-Resolution Using Deep Internal Learning (2017) (601)
- Event-based analysis of video (2001) (463)
- Space-time video completion (2004) (394)
- A unified approach to moving object detection in 2D and 3D scenes (1996) (390)
- Space-time behavior based correlation (2005) (380)
- Mosaic based representations of video sequences and their applications (1995) (365)
- Blind Deblurring Using Internal Patch Recurrence (2014) (344)
- Internal statistics of a single natural image (2011) (336)
- Video indexing based on mosaic representations (1998) (325)
- Computing occluding and transparent motions (1994) (302)
- Super resolution from image sequences (1990) (279)
- Robust multi-sensor image alignment (1998) (266)
- Video Segmentation by Non-Local Consensus voting (2014) (263)
- Blind Super-Resolution Kernel Estimation using an Internal-GAN (2019) (254)
- Efficient representations of video sequences and their applications (1996) (247)
- Space-time super-resolution (2005) (246)
- Nonparametric Blind Super-resolution (2013) (228)
- Detecting and Tracking Multiple Moving Objects Using Temporal Integration (1992) (226)
- “Double-DIP”: Unsupervised Image Decomposition via Coupled Deep-Image-Priors (2018) (202)
- Feature-Based Sequence-to-Sequence Matching (2006) (200)
- Spatio-Temporal Alignment of Sequences (2002) (199)
- SpeedNet: Learning the Speediness in Videos (2020) (189)
- Recovery of ego-motion using image stabilization (1994) (186)
- Space-Time Behavior-Based Correlation-OR-How to Tell If Two Underlying Motion Fields Are Similar Without Computing Them? (2007) (178)
- Factorization with Uncertainty (2000) (162)
- Multi-frame optical flow estimation using subspace constraints (1999) (161)
- About Direct Methods (1999) (155)
- Recovery of Ego-Motion Using Region Alignment (1997) (155)
- Statistical analysis of dynamic actions (2006) (139)
- Separating Transparent Layers through Layer Information Exchange (2004) (138)
- A step towards sequence-to-sequence alignment (2000) (133)
- Representation of scenes from collections of images (1995) (131)
- Co-segmentation by Composition (2013) (125)
- Imagic: Text-Based Real Image Editing with Diffusion Models (2022) (123)
- What Is a Good Image Segment? A Unified Approach to Segment Extraction (2008) (122)
- Increasing Space-Time Resolution in Video (2002) (122)
- Multi-Frame Correspondence Estimation Using Subspace Constraints (2002) (122)
- Alignment of non-overlapping sequences (2001) (113)
- Degeneracies, dependencies and their implications in multi-body and multi-sequence factorizations (2003) (113)
- Event-Based Video Analysis, (2001) (112)
- Combining the power of Internal and External denoising (2013) (110)
- Separating Signal from Noise Using Patch Recurrence across Scales (2013) (107)
- Parallax Geometry of Pairs of Points for 3D Scene Analysis (1996) (104)
- Space-time super-resolution from a single video (2011) (104)
- From Reference Frames to Reference Planes: Multi-View Parallax Geometry and Applications (1998) (102)
- All About Direct Methods (1999) (100)
- InGAN: Capturing and Retargeting the “DNA” of a Natural Image (2019) (98)
- Direct Recovery of Planar-Parallax from Multiple Frames (1999) (97)
- Similarity by Composition (2006) (96)
- Video compression using mosaic representations (1995) (89)
- “Clustering by Composition”—Unsupervised Discovery of Image Categories (2012) (87)
- Aligning Sequences and Actions by Maximizing Space-Time Correlations (2006) (84)
- Aligning Non-Overlapping Sequences (2002) (82)
- Blind dehazing using internal patch recurrence (2016) (82)
- Multiview Constraints on Homographies (2002) (81)
- Regenerative morphing (2010) (81)
- Super‐resolved spatially encoded single‐scan 2D MRI (2010) (81)
- Image sequence enhancement using multiple motions analysis (1992) (75)
- Explaining in Style: Training a GAN to explain a classifier in StyleSpace (2021) (70)
- Multi-Frame Estimation of Planar Motion (2000) (66)
- Non-uniform Blind Deblurring by Reblurring (2017) (64)
- Convergent evolution of face spaces across human face-selective neuronal groups and deep convolutional networks (2019) (60)
- InGAN: Capturing and Remapping the "DNA" of a Natural Image (2018) (57)
- Video Object Segmentation by Non-Local Consensus voting (2014) (57)
- Separating transparent layers of repetitive dynamic behaviors (2005) (54)
- What Does the Scene Look Like from a Scene Point? (2002) (51)
- Detecting and sketching the common (2010) (49)
- Multi-view subspace constraints on homographies (1999) (47)
- Semantic Pyramid for Image Generation (2020) (45)
- From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI (2019) (42)
- Multi-body Factorization with Uncertainty: Revisiting Motion Consistency (2006) (38)
- Revealing and modifying non-local variations in a single image (2015) (36)
- Mosaic-based video compression (1995) (35)
- Temporal Factorization vs. Spatial Factorization (2004) (34)
- Drop the GAN: In Defense of Patches Nearest Neighbors as Single Image Generative Models (2021) (31)
- Multi-body Segmentation : Revisiting Motion Consistency (2002) (28)
- Needle-Match: Reliable Patch Matching under High Uncertainty (2016) (27)
- Multi-frame alignment of planes (1999) (23)
- Across Scales \& Across Dimensions: Temporal Super-Resolution using Deep Internal Learning (2020) (21)
- Vision Day Schedule Time Speaker and Collaborators Affiliation Title a General Preprocessing Method for Improved Performance of Epipolar Geometry Estimation Algorithms on the Expressive Power of Deep Learning: a Tensor Analysis (2016) (18)
- Video as an image data source: efficient representations and applications (1995) (17)
- Reconstructing Training Data from Trained Neural Networks (2022) (16)
- Self-Distilled StyleGAN: Towards Generation from Internet Photos (2022) (15)
- Self-supervised Natural Image Reconstruction and Large-scale Semantic Classification from Brain Activity (2020) (14)
- On Single-Sequence and Multi-Sequence Factorizations (2006) (13)
- Natural and Adversarial Error Detection using Invariance to Image Transformations (2019) (12)
- Robust Recovery of Ego-Motion (1993) (12)
- From Ordinal to Euclidean Reconstruction with Partial Scene Calibration (1998) (12)
- "Clustering by Composition" - Unsupervised Discovery of Image Categories (2014) (11)
- E � cient Representations of Video Sequences and Their Applications (1996) (11)
- Internal Distribution Matching for Natural Image Retargeting (2018) (11)
- Diverse Generation from a Single Video Made Possible (2021) (10)
- Increasing video resolution in tim and space (2002) (10)
- Perceptual Dominance in Brief Presentations of Mixed Images: Human Perception vs. Deep Neural Networks (2018) (10)
- Interactive content-based video indexing and browsing (1997) (7)
- From Discrete to Continuous Convolution Layers (2020) (7)
- SinFusion: Training Diffusion Models on a Single Image or Video (2022) (7)
- Deep Convolutional modeling of human face selective columns reveals their role in pictorial face representation (2018) (5)
- Application of Stereo Vision and ARM Processor for Motion Control (2013) (4)
- Discussion for direct versus features session (2000) (4)
- Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images (2021) (4)
- Parametric Sequence-to-Sequence Alignment (2000) (3)
- 1 Alignment of Non-Overlapping Sequences (2005) (2)
- Teaching CLIP to Count to Ten (2023) (2)
- A Uni ed Approach to Moving Object Detection in D and D Scenes (1998) (2)
- More than meets the eye: Self-supervised depth reconstruction from brain activity (2021) (1)
- Temporal-Needle: A view and appearance invariant video descriptor (2016) (1)
- Separating transparent layers in images and video (2008) (1)
- A Penny for Your (visual) Thoughts: Self-Supervised Reconstruction of Natural Movies from Brain Activity (2022) (1)
- Video representation and manipulations using mosaics (2001) (1)
- Unsupervised Internal Learning (2019) (0)
- Space-Time Analysis of Dynamic Scenes (2004) (0)
- "Deep Internal Learning": Deep Learning and Visual Inference without Prior Examples (2022) (0)
- US 005768447 A 11 ) Patent Number : 5 , 768 . 447 45 ) Date of Patent : Jun . 16 , 1998 (2017) (0)
- Internal Versus External Denoising—Benefits and Bounds (2018) (0)
- A method and apparatus for processing a three-dimensional image using the parallaxgeometrie of point pairs (1997) (0)
- Temporal Factorization (2005) (0)
- Isolating multiple 2D image motions for image enhancement and for 3D motion analysis (בדוד תנועות דו-ממדיות מרבות בתמונות לצרך שפור איכות התמונות ולאנליזה של תנועה תלת-ממדית.) (1993) (0)
- Global Image Alignment With Any Local Match Measure (2003) (0)
- "Blind" visual inference by composition (2017) (0)
- Patent Number : 5 , 649 , 032 45 Date of Patent : 54 SYSTEM FOR AUTOMATICALLY ALIGNING MAGES (2017) (0)
- Visual summarization of images and video (2008) (0)
- Motion Clustering Using the Trilinear Constraint over Three Views. in Workshop on Geometrical Modeling and Invariants for Computer 3.1 Handling Visibility Issues (1997) (0)
- Recovery of Ego � Motion by Region Registration � (2003) (0)
- Organizing Committee and Area Chairs (2018) (0)
- Seeing the Invisible and Predicting the Unexpected (2007) (0)
- Inference by Composition Thesis submitted in partial fulfillment of the requirements for the degree of Ph . D . by (2009) (0)
- Laplacian pyramid based data fusion for high resolution dynamic MRI (2018) (0)
- Image fusion in correlation based superresolution imaging using convolutional neural networks (Conference Presentation) (2023) (0)
- Blind Deblurring Using Internal Patch Recurrence : Supplamentary Material (2014) (0)
- Diverse Video Generation from a Single Video (2022) (0)
- Combining Internal and External Constraints for Unrolling Shutter in Videos (2022) (0)
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What Schools Are Affiliated With Michal Irani?
Michal Irani is affiliated with the following schools:
