Dimitris Samaras

Dimitris Samaras's AcademicInfluence.com Rankings

Dimitris Samaras

Computer Science

#9793

World Rank

#10274

Historical Rank

Algorithms

#402

World Rank

#407

Historical Rank

Artificial Intelligence

#4732

World Rank

#4795

Historical Rank

Database

#6748

World Rank

#6986

Historical Rank

computer-science Degrees

Download Badge

Computer Science

Why Is Dimitris Samaras Influential?

(Suggest an Edit or Addition)

(See a Problem?)

Dimitris Samaras'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

Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification (2015) (600)
Spatial Organization and Molecular Correlation of Tumor-Infiltrating Lymphocytes Using Deep Learning on Pathology Images. (2018) (552)
Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example (2016) (440)
Two-person interaction detection using body-pose features and multiple instance learning (2012) (423)
Neural Face Editing with Intrinsic Image Disentangling (2017) (265)
Face recognition from a single training image under arbitrary unknown lighting using spherical harmonics (2006) (263)
Is decreased prefrontal cortical sensitivity to monetary reward associated with impaired motivation and self-control in cocaine addiction? (2007) (249)
Dense non-rigid surface registration using high-order graph matching (2010) (184)
Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance (2018) (171)
Using multiple cues for hand tracking and model refinement (2003) (168)
Face recognition under variable lighting using harmonic image exemplars (2003) (163)
High Resolution Acquisition, Learning and Transfer of Dynamic 3‐D Facial Expressions (2004) (159)
Large-Scale Training of Shadow Detectors with Noisily-Annotated Shadow Examples (2016) (153)
Ricci Flow for 3D Shape Analysis (2007) (151)
Conformal Geometry and Its Applications on 3D Shape Matching, Recognition, and Stitching (2007) (149)
Shadow Detection with Conditional Generative Adversarial Networks (2017) (140)
Real-time Accurate Object Detection using Multiple Resolutions (2007) (138)
Topology-Preserving Deep Image Segmentation (2019) (126)
Shape Reconstruction from 3D and 2D Data Using PDE-Based Deformable Surfaces (2004) (126)
Oral methylphenidate normalizes cingulate activity in cocaine addiction during a salient cognitive task (2010) (124)
Face Relighting from a Single Image under Arbitrary Unknown Lighting Conditions (2009) (124)
Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images (2017) (119)
Distribution Matching for Crowd Counting (2020) (118)
Topology cuts: A novel min-cut/max-flow algorithm for topology preserving segmentation in N-D images (2008) (107)
Squared Earth Mover's Distance-based Loss for Training Deep Neural Networks (2016) (107)
Object class recognition using multiple layer boosting with heterogeneous features (2005) (103)
Variable albedo surface reconstruction from stereo and shape from shading (2000) (96)
Estimation of multiple directional light sources for synthesis of augmented reality images (2002) (95)
Studying Relationships between Human Gaze, Description, and Computer Vision (2013) (91)
Incorporating Illumination Constraints in Deformable Models for Shape from Shading and Light Direction Estimation (2003) (91)
Shadow Removal via Shadow Image Decomposition (2019) (87)
High resolution tracking of non-rigid 3D motion of densely sampled data using harmonic maps (2005) (87)
Face synthesis and recognition from a single image under arbitrary unknown lighting using a spherical harmonic basis morphable model (2005) (85)
Face Re-Lighting from a Single Image under Harsh Lighting Conditions (2007) (82)
DocUNet: Document Image Unwarping via a Stacked U-Net (2018) (82)
The Role of Top-down and Bottom-up Processes in Guiding Eye Movements during Visual Search (2005) (81)
Robust Histopathology Image Analysis: To Label or to Synthesize? (2019) (80)
Dependent Multiple Cue Integration for Robust Tracking (2008) (80)
Leave-One-Out Kernel Optimization for Shadow Detection and Removal (2015) (79)
Estimation of Multiple Illuminants from a Single Image of Arbitrary Known Geometry (2002) (79)
A+D Net: Training a Shadow Detector with Adversarial Shadow Attenuation (2017) (73)
Machine learning for clinical diagnosis from functional magnetic resonance imaging (2005) (73)
High Resolution Tracking of Non-Rigid Motion of Densely Sampled 3D Data Using Harmonic Maps (2008) (71)
Illumination estimation and cast shadow detection through a higher-order graphical model (2011) (71)
3D Surface Matching and Recognition Using Conformal Geometry (2006) (71)
Leave-One-Out Kernel Optimization for Shadow Detection (2018) (71)
Robust shadow and illumination estimation using a mixture model (2009) (70)
Multi-Task Learning of Gaussian Graphical Models (2010) (69)
EyeOpener: Editing Eyes in the Wild (2017) (68)
3D Non-rigid Surface Matching and Registration Based on Holomorphic Differentials (2008) (63)
Portrait lighting transfer using a mass transport approach (2017) (61)
Wasserstein GAN With Quadratic Transport Cost (2019) (59)
Eye can read your mind: decoding gaze fixations to reveal categorical search targets. (2013) (56)
Extracting Brain Regions from Rest fMRI with Total-Variation Constrained Dictionary Learning (2013) (55)
Unsupervised Histopathology Image Synthesis (2017) (55)
Localization in the Crowd with Topological Constraints (2020) (53)
Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer (2019) (48)
Good View Hunting: Learning Photo Composition from Dense View Pairs (2018) (48)
Incorporating illumination constraints in deformable models (1998) (47)
Modelling eye movements in a categorical search task (2013) (47)
Efficient Multiple Instance Convolutional Neural Networks for Gigapixel Resolution Image Classification (2015) (44)
A Hierarchical Framework For High Resolution Facial Expression Tracking (2004) (44)
From Shadow Segmentation to Shadow Removal (2020) (43)
Modeling Neuronal Interactivity using Dynamic Bayesian Networks (2005) (43)
Predicting Goal-Directed Human Attention Using Inverse Reinforcement Learning (2020) (43)
Coupled lighting direction and shape estimation from single images (1999) (42)
3D face matching and registration based on hyperbolic Ricci flow (2008) (40)
Exploring the role of gaze behavior and object detection in scene understanding (2013) (39)
DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks (2019) (38)
Multi-voxel pattern analysis of selective representation of visual working memory in ventral temporal and occipital regions (2013) (38)
Deep learning-based image analysis methods for brightfield-acquired multiplex immunohistochemistry images (2020) (37)
A Two-Step Computation of the Exact GAN Wasserstein Distance (2018) (36)
Noisy Label Recovery for Shadow Detection in Unfamiliar Domains (2016) (35)
Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model Using Deep Non-Rigid Structure From Motion (2019) (35)
Modeling guidance and recognition in categorical search: bridging human and computer object detection. (2012) (34)
Design and evaluation of a foveated video streaming service for commodity client devices (2016) (34)
ConvNets with Smooth Adaptive Activation Functions for Regression (2017) (34)
Topology-Aware Segmentation Using Discrete Morse Theory (2021) (33)
Modeling visual clutter perception using proto-object segmentation. (2014) (33)
Simultaneous Cast Shadows, Illumination and Geometry Inference Using Hypergraphs (2013) (33)
Center-Focusing Multi-task CNN with Injected Features for Classification of Glioma Nuclear Images (2016) (33)
Dataset of segmented nuclei in hematoxylin and eosin stained histopathology images of ten cancer types (2020) (33)
Comparison of Different Classifiers with Active Learning to Support Quality Control in Nucleus Segmentation in Pathology Images (2018) (32)
TopoGAN: A Topology-Aware Generative Adversarial Network (2020) (32)
A Computational Model of Eye Movements during Object Class Detection (2005) (31)
Estimating Shadows with the Bright Channel Cue (2010) (30)
Model-based integration of visual cues for hand tracking (2002) (29)
Intrinsic dense 3D surface tracking (2011) (29)
Diffusion models as plug-and-play priors (2022) (29)
Pancreatic Cancer Detection in Whole Slide Images Using Noisy Label Annotations (2019) (29)
Efficient Video Segmentation Using Parametric Graph Partitioning (2015) (28)
Exploiting Temporal Information in Functional Magnetic Resonance Imaging Brain Data (2005) (27)
Benchmarking Gaze Prediction for Categorical Visual Search (2019) (27)
Estimation of multiple directional light sources for synthesis of mixed reality images (2002) (27)
Can a Single Brain Region Predict a Disorder? (2012) (26)
Sparse and Locally Constant Gaussian Graphical Models (2009) (26)
Advancing User Quality of Experience in 360-degree Video Streaming (2019) (25)
Single Image Shadow Detection Using Multiple Cues in a Supermodular MRF (2013) (23)
Automatic histopathology image analysis with CNNs (2016) (23)
Variable Selection for Gaussian Graphical Models (2012) (23)
Pose Invariant Face Recognition Under Arbitrary Unknown Lighting Using Spherical Harmonics (2004) (23)
Face Reconstruction Across Different Poses and Arbitrary Illumination Conditions (2005) (22)
Learning Visual Emotion Representations From Web Data (2020) (22)
An Adversarial Neuro-Tensorial Approach for Learning Disentangled Representations (2017) (22)
Physics-based Shadow Image Decomposition for Shadow Removal (2020) (21)
Ricci Flow for 3 D Shape Analysis (2007) (20)
Weakly-Supervised Deep Stain Decomposition for Multiplex IHC Images (2020) (19)
Integration of deformable contours and a multiple hypotheses Fisher color model for robust tracking in varying illuminant environments (2007) (19)
Label super-resolution networks (2018) (19)
Viewpoint invariant 3D landmark model inference from monocular 2D images using higher-order priors (2011) (19)
Self Pre-training with Masked Autoencoders for Medical Image Analysis (2022) (18)
AU recognition on 3D faces based on an extended statistical facial feature model (2010) (18)
Artificial Intelligence in Drug Discovery: Applications and Techniques (2021) (17)
Predictive sparse modeling of fMRI data for improved classification, regression, and visualization using the k-support norm (2015) (16)
Single Image Shadow Removal via Neighbor-Based Region Relighting (2014) (16)
SmartEye: Assisting Instant Photo Taking via Integrating User Preference with Deep View Proposal Network (2019) (16)
Weakly Labeling the Antarctic: The Penguin Colony Case (2019) (16)
Variational Feature Disentangling for Fine-Grained Few-Shot Classification (2020) (16)
Action Detection with Improved Dense Trajectories and Sliding Window (2014) (16)
A Generic Deformation Model for Dense Non-rigid Surface Registration: A Higher-Order MRF-Based Approach (2013) (15)
Co-localization with Category-Consistent Features and Geodesic Distance Propagation (2016) (14)
Large-scale Continual Road Inspection: Visual Infrastructure Assessment in the Wild (2017) (14)
Higher-Order Graph Principles towards Non-Rigid Surface Registration (2016) (14)
Reading detection in real-time (2019) (14)
Texture classification for rail surface condition evaluation (2016) (14)
Large Scale Shadow Annotation and Detection Using Lazy Annotation and Stacked CNNs (2019) (13)
Deep Learning-Based Mapping of Tumor Infiltrating Lymphocytes in Whole Slide Images of 23 Types of Cancer (2022) (13)
FLAME-in-NeRF: Neural control of Radiance Fields for Free View Face Animation (2021) (13)
Region segmentation for sparse decompositions: better brain parcellations from rest fMRI (2014) (12)
Intrinsic image evaluation on synthetic complex scenes (2013) (12)
Integration of conditionally dependent object features for robust figure/background segmentation (2005) (12)
Estimation of multiple directional illuminants from a single image (2008) (12)
Learned Region Sparsity and Diversity Also Predicts Visual Attention (2016) (11)
Image-driven re-targeting and relighting of facial expressions (2005) (11)
Neural Networks with Smooth Adaptive Activation Functions for Regression (2016) (11)
Illumination estimation from shadow borders (2011) (11)
Portrait Lighting Transfer Using a Mass Transport Approach (2017) (11)
fMRI Analysis with Sparse Weisfeiler-Lehman Graph Statistics (2013) (11)
Exascale Deep Learning to Accelerate Cancer Research (2019) (11)
End-to-end Piece-wise Unwarping of Document Images (2021) (11)
Modeling Clutter Perception using Parametric Proto-object Partitioning (2013) (11)
Sequence-to-Segment Networks for Segment Detection (2018) (11)
COCO-Search18 fixation dataset for predicting goal-directed attention control (2021) (11)
Geodesic Distance Histogram Feature for Video Segmentation (2016) (11)
Sequence-to-Segments Networks for Detecting Segments in Videos (2019) (10)
Dataset of segmented nuclei in hematoxylin and eosin stained histopathology images of ten cancer types (2020) (10)
Predicting cross-task behavioral variables from fMRI data using the k-support norm (2014) (10)
FMRI analysis of cocaine addiction using k-support sparsity (2013) (10)
Improving Heterogeneous Face Recognition with Conditional Adversarial Networks (2017) (10)
Conformal mapping-based 3D face recognition (2010) (9)
Partial Face Biometry Using Shape Decomposition on 2D Conformal Maps of Faces (2010) (9)
Hierarchical Proxy-based Loss for Deep Metric Learning (2021) (9)
Hemispherical Harmonic Surface Description and Applications to Medical Image Analysis (2006) (9)
Action classification in still images using human eye movements (2015) (9)
Mosaic: Advancing User Quality of Experience in 360-Degree Video Streaming With Machine Learning (2021) (9)
SIDER: Single-Image Neural Optimization for Facial Geometric Detail Recovery (2021) (8)
Classifying objects based on their visual similarity to target categories (2008) (8)
Learning from Thresholds: Fully Automated Classification of Tumor Infiltrating Lymphocytes for Multiple Cancer Types (2019) (8)
3D assisted face recognition via progressive pose estimation (2014) (8)
A Target Dependent Colorspace for Robust Tracking (2006) (8)
Reconstructing Shape from Dictionaries of Shading Primitives (2012) (7)
Simple fully automated group classification on brain fMRI (2010) (7)
Recognizing cultural events in images: A study of image categorization models (2015) (7)
Eye can read your mind: Decoding eye movements to reveal the targets of categorical search tasks (2010) (7)
Task-Specific Functional Brain Geometry from Model Maps (2008) (7)
A Joint Spatial and Magnification Based Attention Framework for Large Scale Histopathology Classification (2021) (7)
Multi-Class Cell Detection Using Spatial Context Representation (2021) (7)
Self-supervised Deformation Modeling for Facial Expression Editing (2019) (7)
Intrinsic Decomposition of Document Images In-the-Wild (2020) (6)
Swift: Adaptive Video Streaming with Layered Neural Codecs (2022) (6)
Deriving robust biomarkers from multi-site resting-state data: An Autism-based example (2016) (6)
Direct list mode reconstruction for motion compensation (2004) (6)
A+D-Net: Shadow Detection with Adversarial Shadow Attenuation (2017) (6)
Towards Better Opioid Antagonists Using Deep Reinforcement Learning (2020) (6)
A Generic Local Deformation Model for Shape Registration (2011) (6)
Learning From Documents in the Wild to Improve Document Unwarping (2022) (6)
Fusion of a Multiple Hypotheses Color Model and Deformable Contours for Figure Ground Segmentation in Dynamic Environments (2004) (6)
FaceDet3D: Facial Expressions with 3D Geometric Detail Prediction (2020) (5)
Capturing long-range correlations with patch models (2007) (5)
Attention based CNN-LSTM Network for Pulmonary Embolism Prediction on Chest Computed Tomography Pulmonary Angiograms (2021) (5)
Temporal Feature Warping for Video Shadow Detection (2021) (5)
Specifying the relationships between objects, gaze, and descriptions for scene understanding (2013) (5)
Analysis and synthesis of facial expressions using decomposable nonlinear generative models (2011) (5)
Object class recognition using multiple layer boosting with multiple features (2005) (5)
Multiple Directional Illuminant Estimation from a Single Image (2003) (5)
The Photometry of Intrinsic Images (2014) (4)
Integration of dependent bayesian filters for robust tracking (2006) (4)
Simultaneous and Group-Sparse Multi-Task Learning of Gaussian Graphical Models (2012) (4)
Learning Monocular Face Reconstruction using Multi-View Supervision (2020) (3)
How we look tells us what we do: Action recognition using human gaze. (2015) (3)
Latent Space Optimal Transport for Generative Models (2018) (3)
THESIS WORK (2007) (3)
COCO-Search18: A Dataset for Predicting Goal-directed Attention Control (2020) (3)
Lung Swapping Autoencoder: Learning a Disentangled Structure-texture Representation of Chest Radiographs (2022) (3)
Characterizing Target-absent Human Attention (2022) (3)
EyeOpener (2016) (2)
Characterizing Immune Responses in Whole Slide Images of Cancer With Digital Pathology and Pathomics (2020) (2)
Target-absent Human Attention (2022) (2)
HaloAE: An HaloNet based Local Transformer Auto-Encoder for Anomaly Detection and Localization (2022) (2)
Publisher Correction to: Deep learning-based image analysis methods for brightfield-acquired multiplex immunohistochemistry images (2020) (2)
A Functional Geometry of fMRI BOLD Signal Interactions (2009) (2)
Learning Brain fMRI Structure Through Sparseness and Local Constancy (2010) (2)
Visual Attention Analysis Of Pathologists Examining Whole Slide Images Of Prostate Cancer (2022) (2)
A convolutional neural network architecture designed for the automated survey of seabird colonies (2021) (2)
Modeling Shapes with Higher-Order Graphs: Methodology and Applications (2013) (2)
Advancing user quality of experience in 360-degree video streaming (2019) (2)
Label Super Resolution with Inter-Instance Loss (2019) (1)
From Whole Slide Tissues to Knowledge: Mapping Sub-cellular Morphology of Cancer (2019) (1)
PATHOLOGY INFORMATICS SUMMIT 2018 (2018) (1)
Tractable learning of graphical model structures from data (2012) (1)
Practical chirocentric 3DUI platform for immersive environments (2015) (1)
Light Direction and Color Estimation from Single Image with Deep Regression (2020) (1)
CoDiM: Learning with Noisy Labels via Contrastive Semi-Supervised Learning (2021) (1)
On the Statistical Efficiency of $\ell_{1,p}$ Multi-Task Learning of Gaussian Graphical Models (2012) (1)
Analysis and Control of Facial Expressions using Decomposable nonlinear Generative Models (2014) (1)
Learning an Isometric Surface Parameterization for Texture Unwrapping (2022) (1)
Predicting Scanpath Agreement during Scene Viewing using Deep Neural Networks (2017) (1)
Face Modeling and Analysis in Stony Brook University (2005) (1)
Subtle Facial Expression Synthesis using Motion Manifold Embedding and Nonlinear Decomposable Generative Models (2006) (1)
Coupling techniques for dense surface registration: a continuous-discrete approach (2012) (1)
Variational Transfer Learning for Fine-grained Few-shot Visual Recognition (2020) (1)
Radiologically Defined Tumor-habitat Adjacency as a Prognostic Biomarker in Glioblastoma (2021) (1)
Preoperative Pembrolizumab Treatment Changes Tils in Naïve Stage I/IIA TNBC Patients Within a Window of Opportunity Trial (2020) (0)
A Study of Human Gaze Behavior During Visual Crowd Counting (2020) (0)
Zero-shot Object Counting (2023) (0)
LipNeRF: What is the right feature space to lip-sync a NeRF? (2023) (0)
Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention (2023) (0)
Modeling Deep Learning Based Privacy Attacks on Physical Mail (2020) (0)
CGI 2005 : Computer Graphics International 2005, Stony Brook, New York, June 22-24, 2005 : proceedings (2005) (0)
An expandable informatics framework for enhancing central cancer registries with digital pathology specimens, computational imaging tools, and advanced mining capabilities (2022) (0)
A Novel Framework for Quantification of Immune Cell Density and Characterization of Tumor-Immune Spatial Relationships in Tumor Microenvironment (2022) (0)
Patch-level Gaze Distribution Prediction for Gaze Following (2022) (0)
Supplementary Material: Predicting Goal-directed Human Attention Using Inverse Reinforcement Learning (2020) (0)
Generating Features with Increased Crop-related Diversity for Few-Shot Object Detection (2023) (0)
An Adversarial Neuro-Tensorial Approach for Learning Disentangled Representations (2019) (0)
Su1151 DEEP LEARNING FOR HISTOLOGICAL ANALYSIS OF TUMOR-LYMPHOCYTE INTERACTIONS IN PANCREATIC DUCTAL ADENOCARCINOMA (2020) (0)
Nonverbal Behavioral Patterns Predict Social Rejection Elicited Aggression (2020) (0)
Co-localization with Category-Consistent CNN Features and Geodesic Distance Co-Propagation (2016) (0)
Supplementary Material: Characterizing Target-absent Human Attention (2022) (0)
TopoGAN: A Topology-Aware Generative Adversarial Network – Supplementary Material – (2020) (0)
HaloAE: A Local Transformer Auto-Encoder for Anomaly Detection and Localization Based on HaloNet (2023) (0)
Prompt-MIL: Boosting Multi-Instance Learning Schemes via Task-specific Prompt Tuning (2023) (0)
Abstract A27: Deep learning for analysis of tumor-lymphocyte interactions in pancreatic ductal adenocarcinoma (2019) (0)
2015 IEEE Symposium on 3D User Interfaces, 3DUI 2015, Arles, France, March 23-24, 2015 (2015) (0)
Multi-view , Multi-label Learning with Deep Neural Networks (2016) (0)
Shadow Detector Adversarial Samples Augmented Training Set Attenuator Original Training Set ... Shadow Detector Adversarial Samples Augmented Training Set Attenuator Original Training Set ... Original Training Set Augmented Training Set Shadow Detector Attenuator Adversarial Samples (2018) (0)
Predicting Human Attention using Computational Attention (2023) (0)
Supplementary Material: Hierarchical Proxy-based Loss for Deep Metric Learning (2021) (0)
AVFace: Towards Detailed Audio-Visual 4D Face Reconstruction (2023) (0)
Token Sparsification for Faster Medical Image Segmentation (2023) (0)
Learning Probabilistic Structural Representation for Biomedical Image Segmentation (2022) (0)
New Results - Fusion/Registration (2011) (0)
Automated Assessment of the Curliness of Collagen Fiber in Breast Cancer (2020) (0)
Predicting visual attention in graphic design documents (2022) (0)
S-VolSDF: Sparse Multi-View Stereo Regularization of Neural Implicit Surfaces (2023) (0)
Illumination and geometry inference using graphical models (2011) (0)
Weighting the factors affecting attention guidance during free viewing and visual search: The unexpected role of object recognition uncertainty (2022) (0)
Local Learning on Transformers via Feature Reconstruction (2022) (0)
Wasserstein GAN with Quadratic Transport Cost Supplementary Material (2019) (0)
Abstract P3-09-17: Preoperative pembrolizumab increases sTILs in treatment naïve stage I/IIA TNBC patients in a window of opportunity trial (2020) (0)
Neural Face Editing with Intrinsic Image Disentangling SUPPLEMENTARY MATERIAL (2017) (0)
Guest Editorial (2006) (0)
Learning Probabilistic Topological Representations Using Discrete Morse Theory (2022) (0)
Modeling Attention Control Using A Convolutional Neural Network Designed After The Ventral Visual Pathway (2018) (0)
Perception based volume rendering for shape enhancement (2013) (0)
Taking a Respite from Representation Learning for Molecular Property Prediction (2022) (0)
Learning Clusterable Visual Features for Zero-Shot Recognition (2020) (0)
Object detection and localization for free from category-consistent CNN features. (2017) (0)

This paper list is powered by the following services:

What Schools Are Affiliated With Dimitris Samaras?

Dimitris Samaras is affiliated with the following schools:

Stony Brook University

Dimitris Samaras's Academic­Influence.com Rankings

Why Is Dimitris Samaras Influential?

Dimitris Samaras's Published Works

Published Works

What Schools Are Affiliated With Dimitris Samaras?

Dimitris Samaras's AcademicInfluence.com Rankings