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08/09/2023
PAT: Position-Aware Transformer for Dense Multi-Label Action Detection
We present PAT, a transformer-based network that learns complex temporal...
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03/26/2023
SEM-POS: Grammatically and Semantically Correct Video Captioning
Generating grammatically and semantically correct captions in video capt...
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08/23/2022
Super-resolution 3D Human Shape from a Single Low-Resolution Image
We propose a novel framework to reconstruct super-resolution human shape...
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03/07/2022
Visually Supervised Speaker Detection and Localization via Microphone Array
Active speaker detection (ASD) is a multi-modal task that aims to identi...
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08/31/2021
Super-Resolution Appearance Transfer for 4D Human Performances
A common problem in the 4D reconstruction of people from multi-view vide...
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08/31/2021
Attention-based Multi-Reference Learning for Image Super-Resolution
This paper proposes a novel Attention-based Multi-Reference Super-resolu...
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07/31/2021
SyDog: A Synthetic Dog Dataset for Improved 2D Pose Estimation
Estimating the pose of animals can facilitate the understanding of anima...
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04/19/2021
Multi-person Implicit Reconstruction from a Single Image
We present a new end-to-end learning framework to obtain detailed and sp...
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04/19/2021
Temporal Consistency Loss for High Resolution Textured and Clothed 3DHuman Reconstruction from Monocular Video
We present a novel method to learn temporally consistent 3D reconstructi...
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09/29/2020
Multi-View Consistency Loss for Improved Single-Image 3D Reconstruction of Clothed People
We present a novel method to improve the accuracy of the 3D reconstructi...
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09/11/2020
Spectral Analysis Network for Deep Representation Learning and Image Clustering
Deep representation learning is a crucial procedure in multimedia analys...
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03/14/2020
Audio-Visual Spatial Aligment Requirements of Central and Peripheral Object Events
Immersive audio-visual perception relies on the spatial integration of b...
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10/02/2019
Learning Dense Wide Baseline Stereo Matching for People
Existing methods for stereo work on narrow baseline image pairs giving l...
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08/08/2019
Semantic Estimation of 3D Body Shape and Pose using Minimal Cameras
We present an approach to accurately estimate high fidelity markerless 3...
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08/08/2019
EdgeNet: Semantic Scene Completion from RGB-D images
Semantic scene completion is the task of predicting a complete 3D repres...
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07/23/2019
U4D: Unsupervised 4D Dynamic Scene Understanding
We introduce the first approach to solve the challenging problem of unsu...
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07/18/2019
Temporally Coherent General Dynamic Scene Reconstruction
Existing techniques for dynamic scene reconstruction from multiple wide-...
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07/05/2018
Volumetric performance capture from minimal camera viewpoints
We present a convolutional autoencoder that enables high fidelity volume...
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07/04/2018
Deep Autoencoder for Combined Human Pose Estimation and body Model Upscaling
We present a method for simultaneously estimating 3D human pose and body...
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04/30/2018
4D Temporally Coherent Light-field Video
Light-field video has recently been used in virtual and augmented realit...
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02/13/2018
Semantic Scene Completion Combining Colour and Depth: preliminary experiments
Semantic scene completion is the task of producing a complete 3D voxel r...
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08/23/2017
Object-Based Audio Rendering
Apparatus and methods are disclosed for performing object-based audio re...
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03/10/2016