research
∙
03/19/2023
Unsupervised Interpretable Basis Extraction for Concept-Based Visual Explanations
An important line of research attempts to explain CNN image classifier p...
share
research
∙
11/15/2022
Cross-Stitched Multi-task Dual Recursive Networks for Unified Single Image Deraining and Desnowing
We present the Cross-stitched Multi-task Unified Dual Recursive Network ...
research
∙
07/11/2022
Hybrid Skip: A Biologically Inspired Skip Connection for the UNet Architecture
In this work we introduce a biologically inspired long-range skip connec...
research
∙
06/22/2022
Monocular Spherical Depth Estimation with Explicitly Connected Weak Layout Cues
Spherical cameras capture scenes in a holistic manner and have been used...
research
∙
12/10/2021
Towards Full-to-Empty Room Generation with Structure-Aware Feature Encoding and Soft Semantic Region-Adaptive Normalization
The task of transforming a furnished room image into a background-only i...
research
∙
12/01/2021
A benchmark with decomposed distribution shifts for 360 monocular depth estimation
In this work we contribute a distribution shift benchmark for a computer...
research
∙
10/19/2021
On Coordinate Decoding for Keypoint Estimation Tasks
A series of 2D (and 3D) keypoint estimation tasks are built upon heatmap...
research
∙
10/14/2021
DeepMoCap: Deep Optical Motion Capture Using Multiple Depth Sensors and Retro-Reflectors
In this paper, a marker-based, single-person optical motion capture meth...
research
∙
10/14/2021
HUMAN4D: A Human-Centric Multimodal Dataset for Motions and Immersive Media
We introduce HUMAN4D, a large and multimodal 4D dataset that contains a ...
research
∙
09/06/2021
Pano3D: A Holistic Benchmark and a Solid Baseline for 360^o Depth Estimation
Pano3D is a new benchmark for depth estimation from spherical panoramas....
research
∙
08/01/2021
Hyper360 – a Next Generation Toolset for Immersive Media
Spherical 360 video is a novel media format, rapidly becoming adopted in...
research
∙
02/09/2021
Serverless Streaming for Emerging Media: Towards 5G Network-Driven Cost Optimization
Immersive 3D media is an emerging type of media that captures, encodes a...
research
∙
02/07/2021
Single-Shot Cuboids: Geodesics-based End-to-end Manhattan Aligned Layout Estimation from Spherical Panoramas
It has been shown that global scene understanding tasks like layout esti...
research
∙
10/19/2020
SHREC 2020 track: 6D Object Pose Estimation
6D pose estimation is crucial for augmented reality, virtual reality, ro...
research
∙
08/20/2020
DronePose: Photorealistic UAV-Assistant Dataset Synthesis for 3D Pose Estimation via a Smooth Silhouette Loss
In this work we consider UAVs as cooperative agents supporting human use...
research
∙
05/16/2020
Deep Lighting Environment Map Estimation from Spherical Panoramas
Estimating a scene's lighting is a very important task when compositing ...
research
∙
04/19/2020
The Hyper360 toolset for enriched 360^∘ video
360^∘ video is a novel media format, rapidly becoming adopted in media p...
research
∙
03/23/2020
Deep Soft Procrustes for Markerless Volumetric Sensor Alignment
With the advent of consumer grade depth sensors, low-cost volumetric cap...
research
∙
09/24/2019
Restyling Data: Application to Unsupervised Domain Adaptation
Machine learning is driven by data, yet while their availability is cons...
research
∙
09/17/2019
Spherical View Synthesis for Self-Supervised 360 Depth Estimation
Learning based approaches for depth perception are limited by the availa...
research
∙
09/16/2019
360^o Surface Regression with a Hyper-Sphere Loss
Omnidirectional vision is becoming increasingly relevant as more efficie...
research
∙
09/03/2019
A Low-Cost, Flexible and Portable Volumetric Capturing System
Multi-view capture systems are complex systems to engineer. They require...
research
∙
09/03/2019
Self-Supervised Deep Depth Denoising
Depth perception is considered an invaluable source of information for v...
research
∙
07/25/2018
OmniDepth: Dense Depth Estimation for Indoors Spherical Panoramas
Recent work on depth estimation up to now has only focused on projective...
research
∙
12/08/2017