Jason J. Corso | Academic Influence

Q: What Schools Are Affiliated With Jason J. Corso

Jason J. Corso is affiliated with the following schools: University at Buffalo, Stevens Institute of Technology, University of Michigan, Johns Hopkins University

Why Is Jason J. Corso Influential?

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According to Wikipedia, Jason Joseph Corso is Co-Founder / CEO of the computer vision startup Voxel51 and a Professor of Robotics, Electrical Engineering and Computer Science at the University of Michigan. Education Corso received his PhD and MSE degrees in Computer Science at Johns Hopkins University in 2005 and 2002, respectively, and the BS Degree with honors from Loyola College, Maryland, in 2000. He spent two years as a post-doctoral fellow at the University of California, Los Angeles.

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Jason J. Corso'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

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS) (2015) (3526)
Action bank: A high-level representation of activity in video (2012) (794)
Unified Vision-Language Pre-Training for Image Captioning and VQA (2019) (543)
Efficient Multilevel Brain Tumor Segmentation With Integrated Bayesian Model Classification (2008) (464)
Towards Automatic Learning of Procedures From Web Instructional Videos (2017) (389)
End-to-End Dense Video Captioning with Masked Transformer (2018) (373)
Jointly Modeling Deep Video and Compositional Text to Bridge Vision and Language in a Unified Framework (2015) (273)
Streaming Hierarchical Video Segmentation (2012) (258)
A Thousand Frames in Just a Few Words: Lingual Description of Videos through Latent Topics and Sparse Object Stitching (2013) (254)
Evaluation of super-voxel methods for early video processing (2012) (227)
Detection and Localization of Robotic Tools in Robot-Assisted Surgery Videos Using Deep Neural Networks for Region Proposal and Detection (2017) (151)
Multi-Channel Attention Selection GAN With Cascaded Semantic Guidance for Cross-View Image Translation (2019) (151)
Grounded Video Description (2018) (138)
Brain tumor detection and segmentation in a CRF (conditional random fields) framework with pixel-pairwise affinity and superpixel-level features (2013) (116)
Labeling of Lumbar Discs Using Both Pixel- and Object-Level Features With a Two-Level Probabilistic Model (2011) (111)
Can humans fly? Action understanding with multiple classes of actors (2015) (96)
Lumbar Disc Localization and Labeling with a Probabilistic Model on Both Pixel and Object Features (2008) (96)
Stereo-Based Endoscopic Tracking of Cardiac Surface Deformation (2004) (93)
Propagating multi-class pixel labels throughout video frames (2010) (85)
Actionness Ranking with Lattice Conditional Ordinal Random Fields (2014) (84)
TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection (2019) (79)
GPU-based cone beam computed tomography (2010) (74)
Navigating inner space: 3-D assistance for minimally invasive surgery (2005) (72)
Watch What You Just Said: Image Captioning with Text-Conditional Attention (2016) (71)
Human action segmentation with hierarchical supervoxel consistency (2015) (70)
Random forests for metric learning with implicit pairwise position dependence (2012) (68)
Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction (2018) (67)
Multilevel Segmentation and Integrated Bayesian Model Classification with an Application to Brain Tumor Segmentation (2006) (65)
Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization (2020) (62)
Flattening Supervoxel Hierarchies by the Uniform Entropy Slice (2013) (61)
Multi-level Ground Glass Nodule Detection and Segmentation in CT Lung Images (2009) (55)
Action Detection by Implicit Intentional Motion Clustering (2015) (55)
Computer-aided diagnosis of lumbar disc pathology from clinical lower spine MRI (2010) (53)
Multimedia event detection with multimodal feature fusion and temporal concept localization (2013) (51)
Weakly Supervised Actor-Action Segmentation via Robust Multi-task Ranking (2017) (48)
Active Clustering with Model-Based Uncertainty Reduction (2014) (47)
Gesture Recognition Using 3D Appearance and Motion Features (2004) (45)
VisHap: augmented reality combining haptics and vision (2003) (45)
Building facade detection, segmentation, and parameter estimation for mobile robot localization and guidance (2011) (44)
A Framework for Hand Gesture Recognition and Spotting Using Sub-gesture Modeling (2010) (44)
Ascending stairway modeling from dense depth imagery for traversability analysis (2013) (43)
Image Caption Generation with Text-Conditional Semantic Attention (2016) (43)
Actor-Action Semantic Segmentation with Grouping Process Models (2015) (43)
LIBSVX: A Supervoxel Library and Benchmark for Early Video Processing (2015) (41)
Interactive visualization of unstructured grids using hierarchical 3D textures (2002) (41)
Automatic diagnosis of lumbar disc herniation with shape and appearance features from MRI (2010) (40)
Toward a clinical lumbar CAD: herniation diagnosis (2010) (39)
Temporally consistent multi-class video-object segmentation with the Video Graph-Shifts algorithm (2011) (37)
Detection and Segmentation of Pathological Structures by the Extended Graph-Shifts Algorithm (2007) (34)
BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames (2019) (32)
Footwear Print Retrieval System for Real Crime Scene Marks (2010) (32)
Latent Domains Modeling for Visual Domain Adaptation (2014) (31)
Combining Skeletal Pose with Local Motion for Human Activity Recognition (2012) (30)
A Continuous Occlusion Model for Road Scene Understanding (2016) (30)
A Critical Investigation of Deep Reinforcement Learning for Navigation (2018) (29)
Direct plane tracking in stereo images for mobile navigation (2003) (29)
Translating related words to videos and back through latent topics (2013) (28)
Interactive Haptic Rendering of Deformable Surfaces Based on the Medial Axis Transform (2002) (27)
Lumbar Spine Disc Herniation Diagnosis with a Joint Shape Model (2014) (27)
Segmentation of Sub-cortical Structures by the Graph-Shifts Algorithm (2007) (27)
Spectral active clustering via purification of the K-Nearest neighbor graph (2012) (26)
Desiccation diagnosis in lumbar discs from clinical MRI with a probabilistic model (2009) (26)
Graph-shifts: Natural image labeling by dynamic hierarchical computing (2008) (26)
Predicting Future Lane Changes of Other Highway Vehicles using RNN-based Deep Models (2018) (25)
Semi-Supervised Nonlinear Distance Metric Learning via Forests of Max-Margin Cluster Hierarchies (2014) (25)
Semi-automatic Brain Tumor Segmentation by Constrained MRFs Using Structural Trajectories (2013) (25)
Mutual localization: Two camera relative 6-DOF pose estimation from reciprocal fiducial observation (2013) (24)
Brain tumor segmentation based on GMM and active contour method with a model-aware edge map (2012) (24)
VICs: A Modular Vision-Based HCI Framework (2003) (24)
Coherent regions for concise and stable image description (2005) (23)
Real-time 3D Surface Tracking and Its Applications (2004) (22)
Dancelets Mining for Video Recommendation Based on Dance Styles (2017) (22)
VICs: A modular HCI framework using spatiotemporal dynamics (2004) (22)
Click Here: Human-Localized Keypoints as Guidance for Viewpoint Estimation (2017) (21)
Product of tracking experts for visual tracking of surgical tools (2013) (21)
A Temporally-Aware Interpolation Network for Video Frame Inpainting (2018) (20)
The 4D Touchpad: Unencumbered HCI With VICs (2003) (19)
Attribute-Guided Sketch Generation (2019) (19)
Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation (2020) (18)
Integrating Human Gaze into Attention for Egocentric Activity Recognition (2020) (18)
Popup: reconstructing 3D video using particle filtering to aggregate crowd responses (2019) (17)
Clinical Evaluation of GPU-Based Cone Beam Computed Tomography (2008) (17)
Systemic test and evaluation of a hard+soft information fusion framework: Challenges and current approaches (2014) (16)
Video Analysis for Body-worn Cameras in Law Enforcement (2016) (16)
Tukey-Inspired Video Object Segmentation (2018) (16)
The RobotSlang Benchmark: Dialog-guided Robot Localization and Navigation (2020) (16)
Joint Surgical Gesture and Task Classification with Multi-Task and Multimodal Learning (2018) (15)
Adaptive Quantization for Hashing: An Information-Based Approach to Learning Binary Codes (2014) (14)
Robust unsupervised segmentation of degraded document images with topic models (2009) (14)
Dictionary transfer for image denoising via domain adaptation (2012) (14)
Seeing is Worse than Believing: Reading People's Minds Better than Computer-Vision Methods Recognize Actions (2014) (13)
Depth from Camera Motion and Object Detection (2021) (13)
Discriminative modeling by Boosting on Multilevel Aggregates (2008) (13)
Video Object Segmentation-based Visual Servo Control and Object Depth Estimation on a Mobile Robot (2019) (13)
Visual Modeling of Dynamic Gestures Using 3D Appearance and Motion Features (2005) (13)
(BP)2: Beyond pairwise Belief Propagation labeling by approximating Kikuchi free energies (2008) (13)
Direct global adjustment methods for endoscopic mosaicking (2009) (12)
Building facade detection, segmentation, and parameter estimation for mobile robot stereo vision (2013) (12)
Modern MAP inference methods for accurate and fast occupancy grid mapping on higher order factor graphs (2014) (11)
Novel Object Viewpoint Estimation Through Reconstruction Alignment (2020) (11)
Efficient max-margin metric learning (2012) (11)
Surgical tool attributes from monocular video (2014) (10)
GENIE TRECVID 2011 Multimedia Event Detection: Late-Fusion Approaches to Combine Multiple Audio-Visual features (2011) (10)
AirTouch: Interacting with computer systems at a distance (2011) (10)
A Neural Network based Method for Brain Abnormality Detection in MR Images Using Gabor Wavelets (2015) (10)
Cross-View Exocentric to Egocentric Video Synthesis (2021) (10)
ABNORMALITY DETECTION IN LUMBAR DISCS FROM CLINICAL MR IMAG ES WITH A PROBABILISTIC MODEL (2009) (10)
Toward parts-based scene understanding with pixel-support parts-sparse pictorial structures (2011) (10)
Estimating Human Dynamics On-the-fly Using Monocular Video For Pose Estimation (2012) (9)
Floyd-Warshall Reinforcement Learning Learning from Past Experiences to Reach New Goals (2018) (9)
Fast voxel maps with counting bloom filters (2012) (9)
Dynamic Graph Modules for Modeling Object-Object Interactions in Activity Recognition (2018) (9)
Robot-Supervised Learning for Object Segmentation (2019) (8)
On-line hierarchy of general linear models for selecting and ranking the best predicted protein structures (2009) (8)
Coaction discovery: segmentation of common actions across multiple videos (2012) (8)
ProcNets: Learning to Segment Procedures in Untrimmed and Unconstrained Videos (2017) (8)
MINT: Deep Network Compression via Mutual Information-based Neuron Trimming (2020) (8)
Comprehensive Cross-Hierarchy Cluster Agreement Evaluation (2013) (7)
Real-time model predictive control for keeping a quadrotor visible on the camera field-of-view of a ground robot (2016) (7)
HOPS: Efficient region labeling using Higher Order Proxy Neighborhoods (2008) (7)
TRECVID 2012 GENIE: Multimedia Event Detection and Recounting (2012) (7)
Ascending stairway modeling: A first step toward autonomous multi-floor exploration (2012) (7)
Boosting with stereo features for building facade detection on mobile platforms (2010) (7)
STP: The Sample-Train-Predict Algorithm and Its Application to Protein Structure Meta-Selection (2008) (7)
Rethinking Curriculum Learning with Incremental Labels and Adaptive Compensation (2019) (7)
Estimating Dynamics On-the-Fly Using Monocular Video For Vision-Based Robotics (2014) (6)
A Practical Paradigm and Platform for Video-Based Human-Computer Interaction (2008) (6)
Crowdsourcing More Effective Initializations for Single-Target Trackers Through Automatic Re-querying (2021) (6)
A Dataset To Evaluate The Representations Learned By Video Prediction Models (2018) (6)
High-contrast artifact reduction in cone beam computed tomography by using geometric techniques (2009) (6)
Spatiotemporal Articulated Models for Dynamic SLAM (2016) (6)
Stereo-Based Direct Surface Tracking with Deformable Parametric Models (2003) (6)
Popup (2019) (5)
Automated MR image processing and analysis of malignant brain tumors: enabling technology for data mining (2007) (5)
Segmentation of 2D gel electrophoresis spots using a Markov random field (2009) (5)
Video Object Segmentation using Supervoxel-Based Gerrymandering (2017) (5)
A Study of Actor and Action Semantic retention in Video Supervoxel Segmentation (2013) (5)
An Optimization Based Framework for Human Pose Estimation in Monocular Videos (2012) (5)
Unconstrained face recognition using MRF priors and manifold traversing (2009) (5)
Vision based Decision-Support and Safety Systems for Robotic Surgery (2013) (5)
Toward Autonomous Multi-floor Exploration: Ascending Stairway Localization and Modeling (2013) (5)
Online Active Constraint Selection For Semi-Supervised Clustering (2012) (5)
Analysis of composite gestures with a coherent probabilistic graphical model (2005) (5)
Planar Surface Tracking Using Direct Stereo (2002) (5)
Multi-Atlas Brain MRI Segmentation with Multiway Cut (2013) (5)
Image segmentation through energy minimization based subspace fusion (2004) (5)
Techniques for vision-based human-computer interaction (2006) (4)
Hierarchical segmentation of malignant gliomas via integrated contextual filter response (2008) (4)
Rapid virtual stenting for intracranial aneurysms (2016) (4)
Augmented Reality Combining Haptics and Vision (2003) (4)
Integrating minutiae based fingerprint matching with local mutual information (2008) (4)
Introducing Ontological Realism for Semi-Supervised Detection and Annotation of Operationally Significant Activity in Surveillance Videos (2010) (4)
Exploratory Identification of Image-Based Biomarkers for Solid Mass Pulmonary Tumors (2008) (4)
Learning Compositional Sparse Models of Bimodal Percepts (2014) (4)
Surgical Performance Assessment (2015) (4)
Software Systems for Vision-Based Spatial Interaction (2002) (4)
Kinematically-Informed Interactive Perception: Robot-Generated 3D Models for Classification (2019) (4)
Action Understanding with Multiple Classes of Actors (2017) (3)
Video Object Segmentation-based Visual Servo Control and Object Depth Estimation on a Mobile Robot Platform (2019) (3)
Self-Supervised Robot In-hand Object Learning (2019) (3)
Slimming Neural Networks using Adaptive Connectivity Scores (2020) (3)
Temporally guided articulated hand pose tracking in surgical videos (2021) (3)
Efficient Hierarchical Markov Random Fields for Object Detection on a Mobile Robot (2011) (3)
Compositional Structure Learning for Action Understanding (2014) (3)
Deep Net Triage: Analyzing the Importance of Network Layers via Structural Compression (2018) (3)
Analysis of composite gestures with a coherent probabilistic graphical model (2005) (3)
Deep Net Triage: Assessing the Criticality of Network Layers by Structural Compression (2018) (3)
Do Deep Reinforcement Learning Algorithms really Learn to Navigate (2018) (3)
Learning Kinematic Descriptions using SPARE: Simulated and Physical ARticulated Extendable dataset (2018) (3)
Video-based Framework for Safer and Smarter Computer Aided Surgery (2013) (3)
HyperCon: Image-To-Video Model Transfer for Video-To-Video Translation Tasks (2019) (3)
The DEVIL is in the Details: A Diagnostic Evaluation Benchmark for Video Inpainting (2021) (3)
Image description with features that summarize (2009) (3)
Greedy Multiple Instance Learning via Codebook Learning and Nearest Neighbor Voting (2012) (3)
Are Actor and Action Semantics Retained in Video Supervoxel Segmentation? (2013) (2)
A Weakly Supervised Multi-task Ranking Framework for Actor–Action Semantic Segmentation (2019) (2)
M-PACT: Michigan Platform for Activity Classification in Tensorflow (2018) (2)
The Compositional Nature of Verb and ArgumentRepresentations in the Human Brain (2013) (2)
M-PACT: An Open Source Platform for Repeatable Activity Classification Research (2018) (2)
Adviser Networks: Learning What Question to Ask for Human-In-The-Loop Viewpoint Estimation (2018) (2)
Sparse Factorization Layers for Neural Networks with Limited Supervision (2016) (2)
Iterative Vision-and-Language Navigation (2022) (2)
Machine learning for big visual analysis (2018) (2)
MRF Labeling with a Graph-Shifts Algorithm (2008) (2)
Compositional models and Structured learning for visual recognition (2016) (2)
Video-Analytics for Enhancing Safety and Decision-Support in Surgical Workflows (2013) (2)
Learning Object Depth from Camera Motion and Video Object Segmentation (2020) (2)
Guest Editorial Introduction to the Special Section on Video and Language (2022) (2)
A Practical Approach for Integrating Vision-Based Methods into Interactive 2 D / 3 D Applications (2005) (2)
Real-time 3 D Surface Tracking and Its Applications (2004) (2)
Active Clustering with Model-Based Uncertainty Reduction. (2017) (1)
SEMI-SUPERVISED NONLINEAR DISTANCE METRIC LEARNING VIA RANDOM FOREST AND RELATIVE SIMILARITY ALGORITHM (2017) (1)
DAER to Reject Seeds with Dual-loss Additional Error Regression (2020) (1)
A Geometric Approach to Online Streaming Feature Selection. (2019) (1)
Editorial for special section of video analytics with deep learning (2017) (1)
Inferring Time Varying Dynamic Linear Model Parameters from a Mixture Model (2013) (1)
Generating Edge Voxel Maps with Structure Tensor Analysis (2013) (1)
Hamiltonian streamline-guided features (2013) (1)
Lecture Notes for Camera Calibration Computer Vision , Fall 2002 , JHU . 1 Motivation for the Problem 1 . 1 Computer Vision (2002) (1)
GBS: Guidance by Semantics-Using High-Level Visual Inference to Improve Vision-Based Mobile Robot Localization (2015) (1)
Evaluating and Improving Interactions with Hazy Oracles (2021) (1)
Automatic Collimation Detection in Digital Radiographs with the Directed Hough Transform and Learning-Based Edge Detection (2015) (1)
Maintaining Prior Distributions across Evolving Eigenspaces: An Application to Portfolio Construction (2012) (1)
Hamiltonian Streamline Guided Feature Extraction with Applications to Face Detection (2011) (1)
Joint occlusion boundary detection and figure/ground assignment by extracting common-fate fragments in a back-projection scheme (2017) (1)
T-RECS: Training for Rate-Invariant Embeddings by Controlling Speed for Action Recognition (2018) (1)
Reconstruction from a flexible number of projections in cone-beam computed tomography via active shape models (2009) (1)
Towards a parts-based approach to sub-cortical brain structure parsing (2011) (1)
A Recurrent Neural Network Approach for Automated Neural Tracing in Multispectral 3D Images (2018) (1)
Uncertainty Reduction for Active Image Clustering via a Hybrid Global-Local Uncertainty Model (2013) (1)
Labeling Irregular Graphs with Belief Propagation (2008) (1)
YouCookII Dataset (2017) (1)
Modelling the Interpretation of Literary Allusion with Machine Learning Techniques (2013) (1)
Geometric tomography: a limited-view approach for computed tomography (2009) (1)
Learning Goal-Conditioned Value Functions with one-step Path rewards rather than Goal-Rewards (2018) (1)
ViP: Video Platform for PyTorch (2019) (0)
CSE 455 / 555 Spring 2013 Homework 7 : Parametric Techniques (2013) (0)
Protocol for a Mixed Methods Study: Novel Assessments of Technical and Non-Technical Cardiac Surgery Quality (Preprint) (2020) (0)
Workshop on Detection and Tracking in Challenging Environments (DTCE) (2013) (0)
Toward Perceptual Computing: Vision-based Human Computer Interaction (2008) (0)
Editorial (2010) (0)
Using Probabilistic Ontologies for Video Exploration (2012) (0)
Learning to Estimate External Forces of Human Motion in Video (2022) (0)
Come Again? Re-Query in Referring Expression Comprehension (2021) (0)
Dynamically Mixing Dynamic Linear Models with Applications in Finance (2012) (0)
Articulated Motion Models for Scene Understanding (2015) (0)
Stereo-Based Direct Surface Tracking with (2003) (0)
Learning Compositional Sparse Bimodal Models (2018) (0)
A Task-Oriented Approach for Retrieving an Object from a Pile (2017) (0)
Supplementary Material: Novel Object Viewpoint Estimation through Reconstruction Alignment (2020) (0)
LIBSVX: A Supervoxel Library and Benchmark for Early Video Processing (2016) (0)
Grounded Video Description : Supplementary Document (2019) (0)
The Compositional Nature of Event Representations in the Human Brain (2014) (0)
Technical Report 2003-03-CIRL-CS-JHU Augmented Reality Combining Haptics and Vision (2003) (0)
Q-TART: Quickly Training for Adversarial Robustness and in-Transferability (2022) (0)
MRF Labeling with a Graph-Shifts Algorithm - eScholarship (2011) (0)
On the Effects of Normalization in Adaptive MRF Hierarchies (2010) (0)
Supplementary Material for: Learning Object Depth from Camera Motion and Video Object Segmentation (2020) (0)
Multimedia event detection with multimodal feature fusion and temporal concept localization (2013) (0)
A Weakly Supervised Multi-task Ranking Framework for Actor–Action Semantic Segmentation (2019) (0)
Novel Assessments of Technical and Nontechnical Cardiac Surgery Quality: Protocol for a Mixed Methods Study (Preprint) (2020) (0)
Developing innovative high performance computer technology for contemporary medical imaging research and computer-aided clinical applications. (2010) (0)
Geometric Online Adaptation: Graph-Based OSFS for Streaming Samples (2019) (0)
Nonparametric Methods Lecture 5 (2009) (0)
AdaBoost Part of Lecture 6 (2009) (0)
IMPROVE Visiolinguistic Performance with Re-Query (2022) (0)
Catch-All Sky Water Road Grass Tree / Forest Mountain Animal Building Bridge Vehicle (2008) (0)
Final Report: GBS: Guidance By Semantics-Using High-Level Visual Inference to Improve Vision-based Mobile Robot Localization (2015) (0)
Human-Centered Deferred Inference: Measuring User Interactions and Setting Deferral Criteria for Human-AI Teams (2023) (0)
Novel Assessments of Technical and Nontechnical Cardiac Surgery Quality: Protocol for a Mixed Methods Study (2021) (0)
Active Constraint Selection For Semi-Supervised Clustering (2012) (0)
Multi-Process Models - An Application for the Construction of Financial Factor Models (2014) (0)
Probabilistic Ontology Induction for Generalized Video Understanding (2010) (0)
Design of an Ontology-Enhanced Anatomy Labeler (2008) (0)
The Wrong Tool for Inference - A Critical View of Gaussian Graphical Models (2018) (0)
Vics Interaction Model a Practical Paradigm and Platform for Video- Based Human-computer Interaction (2009) (0)

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Other Resources About Jason J. Corso

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What Schools Are Affiliated With Jason J. Corso?

Jason J. Corso is affiliated with the following schools: