[PDF][PDF] Unsupervised Learning of Monocular Depth and Ego-Motion using Conditional PatchGANs.

MB Vankadari, S Kumar, A Majumder, K Das - IJCAI, 2019 - ijcai.org
This paper presents a new GAN-based deep learning framework for estimating absolute
scale aware depth and ego motion from monocular images using a completely …

Beyond privacy of depth sensors in active and assisted living devices

W Mucha, M Kampel - Proceedings of the 15th International Conference …, 2022 - dl.acm.org
Active and Assisted Leaving (AAL) devices that use cameras and images raise concerns
about the privacy of the monitored individuals. These devices capture images that include …

Real-time safe validation of autonomous landing in populated areas: from virtual environments to Robot-In-The-Loop

H Tovanche-Picon, J González-Trejo, Á Flores-Abad… - Virtual Reality, 2024 - Springer
Safe autonomous landing for Unmanned Aerial Vehicles (UAVs) in populated areas is a
crucial aspect for successful integration of UAVs in populated environments. Nonetheless …

Sensor simulation for monocular depth estimation using deep neural networks

CR Nadar, C Kunert, T Schwandt… - … on Cyberworlds (CW), 2021 - ieeexplore.ieee.org
Depth estimation is one of the basic building blocks for scene understanding. In the case of
monocular depth estimation using neural networks, many such approaches are highly …

Generative adversarial networks for depth map estimation from RGB video

KG Lore, K Reddy, M Giering… - 2018 IEEE/CVF …, 2018 - ieeexplore.ieee.org
Depth cues are essential to achieving high-level scene understanding, and in particular to
determining geometric relations between objects. The ability to reason about depth …

Path planning generator with metadata through a domain change by GAN between physical and virtual environments

J Maldonado-Romo, M Aldape-Pérez… - Sensors, 2021 - mdpi.com
Increasingly, robotic systems require a level of perception of the scenario to interact in real-
time, but they also require specialized equipment such as sensors to reach high …

An experimental assessment of depth estimation in transparent and translucent scenes for Intel RealSense D415, SR305 and L515

E Curto, H Araujo - Sensors, 2022 - mdpi.com
RGB-D cameras have become common in many research fields since these inexpensive
devices provide dense 3D information from the observed scene. Over the past few years, the …

Neural network adaption for depth sensor replication

C Kunert, T Schwandt, CR Nadar, W Broll - The Visual Computer, 2022 - Springer
In recent years, various depth sensors that are small enough to be used with mobile
hardware have been introduced. They provide important information for use cases like 3D …

Rgb-d sensors data quality assessment and improvement for advanced applications

P Rodríguez-Gonzálvez, G Guidi - RGB-D Image Analysis and Processing, 2019 - Springer
Since the advent of the first Kinect as a motion controller device for the Microsoft XBOX
platform (November 2010), several similar active and low-cost range sensing devices …

[引用][C] On the importance of the RGB-D sensor model in the CNN-based robotic perception

M Zieliński, D Belter - … Lipiński P.(Ed …, 2023 - Wydawnictwo Politechniki Łódzkiej