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05/11/2023
Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge
The ability to automatically detect and track surgical instruments in en...
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03/10/2023
Structural Multiplane Image: Bridging Neural View Synthesis and 3D Reconstruction
The Multiplane Image (MPI), containing a set of fronto-parallel RGBA lay...
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02/07/2023
Fine-grained Affordance Annotation for Egocentric Hand-Object Interaction Videos
Object affordance is an important concept in hand-object interaction, pr...
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08/04/2022
Surgical Skill Assessment via Video Semantic Aggregation
Automated video-based assessment of surgical skills is a promising task ...
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07/23/2022
CompNVS: Novel View Synthesis with Scene Completion
We introduce a scalable framework for novel view synthesis from RGB-D im...
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07/12/2022
Compound Prototype Matching for Few-shot Action Recognition
Few-shot action recognition aims to recognize novel action classes using...
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06/11/2022
Precise Affordance Annotation for Egocentric Action Video Datasets
Object affordance is an important concept in human-object interaction, p...
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06/10/2022
Object Instance Identification in Dynamic Environments
We study the problem of identifying object instances in a dynamic enviro...
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06/05/2022
Efficient Annotation and Learning for 3D Hand Pose Estimation: A Survey
In this survey, we present comprehensive analysis of 3D hand pose estima...
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03/16/2022
Domain Adaptive Hand Keypoint and Pixel Localization in the Wild
We aim to improve the performance of regressing hand keypoints and segme...
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02/28/2022
Background Mixup Data Augmentation for Hand and Object-in-Contact Detection
Detecting the positions of human hands and objects-in-contact (hand-obje...
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12/02/2021
Stacked Temporal Attention: Improving First-person Action Recognition by Emphasizing Discriminative Clips
First-person action recognition is a challenging task in video understan...
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12/02/2021
Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data
The human gaze is a cost-efficient physiological data that reveals human...
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10/19/2021
Hand-Object Contact Prediction via Motion-Based Pseudo-Labeling and Guided Progressive Label Correction
Every hand-object interaction begins with contact. Despite predicting th...
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09/01/2021
Spatio-Temporal Perturbations for Video Attribution
The attribution method provides a direction for interpreting opaque neur...
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07/06/2021
Foreground-Aware Stylization and Consensus Pseudo-Labeling for Domain Adaptation of First-Person Hand Segmentation
Hand segmentation is a crucial task in first-person vision. Since first-...
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06/18/2021
EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2021: Team M3EM Technical Report
In this report, we describe the technical details of our submission to t...
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01/18/2021
GO-Finder: A Registration-Free Wearable System for Assisting Users in Finding Lost Objects via Hand-Held Object Discovery
People spend an enormous amount of time and effort looking for lost obje...
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05/01/2020
A Comprehensive Study on Visual Explanations for Spatio-temporal Networks
Identifying and visualizing regions that are significant for a given dee...
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01/09/2019
Manipulation-skill Assessment from Videos with Spatial Attention Network
Recent advances in computer vision have made it possible to automaticall...
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01/07/2019
Mutual Context Network for Jointly Estimating Egocentric Gaze and Actions
In this work, we address two coupled tasks of gaze prediction and action...
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07/22/2018
Understanding hand-object manipulation by modeling the contextual relationship between actions, grasp types and object attributes
This paper proposes a novel method for understanding daily hand-object m...
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03/24/2018
Predicting Gaze in Egocentric Video by Learning Task-dependent Attention Transition
We present a new computational model for gaze prediction in egocentric v...
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11/30/2017
Future Person Localization in First-Person Videos
We present a new task that predicts future locations of people observed ...
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07/05/2017
Fast Multi-frame Stereo Scene Flow with Motion Segmentation
We propose a new multi-frame method for efficiently computing scene flow...
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06/14/2017
Hierarchical Gaussian Descriptors with Application to Person Re-Identification
Describing the color and textural information of a person image is one o...
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04/07/2017
Privacy-Preserving Visual Learning Using Doubly Permuted Homomorphic Encryption
We propose a privacy-preserving framework for learning visual classifier...
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06/15/2016
Ego-Surfing: Person Localization in First-Person Videos Using Ego-Motion Signatures
We envision a future time when wearable cameras are worn by the masses a...
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03/28/2016