Atom cloud detection and segmentation using a deep neural network

Atom cloud detection and segmentation using a deep neural network

We use a deep neural network (NN) to detect and place region-of-interest (ROI) boxes around ultracold atom clouds in absorption and fluorescence images—with the ability to identify and bound multiple clouds within a single image. The NN also outputs segmentation masks that identify the size, shape a...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy:	Hofer, LR, Krstajić, M, Juhász, P, Marchant, AL, Smith, RP
Format:	Journal article
Język:	English
Wydane:	IOP Publishing 2021

Podobne zapisy

Atom Cloud Detection and Segmentation Using a Deep Neural Network (Data)
od: Hofer, L R, i wsp.
Wydane: (2021)

Measuring laser beams with a neural network
od: Hofer, LR, i wsp.
Wydane: (2022)

Characterization of three-body loss in 166Er and optimized production of large Bose-Einstein condensates
od: Krstajić, M, i wsp.
Wydane: (2023)

Measuring Laser Beams with a Neural Network (Data)
od: Hofer, L, i wsp.
Wydane: (2022)

Evaluation of Deep Learning-Based Neural Network Methods for Cloud Detection and Segmentation
od: Stefan Hensel, i wsp.
Wydane: (2021-09-01)

Semantic Point Cloud Segmentation Using Fast Deep Neural Network and DCRF
od: Yunbo Rao, i wsp.
Wydane: (2021-04-01)

CloudRCNN: A Framework Based on Deep Neural Networks for Semantic Segmentation of Satellite Cloud Images
od: Gonghe Shi, i wsp.
Wydane: (2022-05-01)

Fast Cloud Segmentation Using Convolutional Neural Networks
od: Johannes Drönner, i wsp.
Wydane: (2018-11-01)

Cloud and Snow Segmentation in Satellite Images Using an Encoder–Decoder Deep Convolutional Neural Networks
od: Kai Zheng, i wsp.
Wydane: (2021-07-01)

CloudScout: A Deep Neural Network for On-Board Cloud Detection on Hyperspectral Images
od: Gianluca Giuffrida, i wsp.
Wydane: (2020-07-01)

How to realize a homogeneous dipolar Bose gas in the roton regime
od: Juhász, P, i wsp.
Wydane: (2022)

Steel surface defect detection and segmentation using deep neural networks
od: Sara Ashrafi, i wsp.
Wydane: (2025-03-01)

An early detection and segmentation of Brain Tumor using Deep Neural Network
od: Mukul Aggarwal, i wsp.
Wydane: (2023-04-01)

A Deep Neural Network Using Double Self-Attention Mechanism for ALS Point Cloud Segmentation
od: Lili Yu, i wsp.
Wydane: (2022-01-01)

Semantic segmentation of point cloud data using raw laser scanner measurements and deep neural networks
od: Risto Kaijaluoto, i wsp.
Wydane: (2022-01-01)

MULTI-SOURCE POINT CLOUD SEMANTIC SEGMENTATION USING NEURAL NETWORK
od: J. Montlahuc, i wsp.
Wydane: (2022-05-01)

CloudY-Net: A Deep Convolutional Neural Network Architecture for Joint Segmentation and Classification of Ground-Based Cloud Images
od: Feiyang Hu, i wsp.
Wydane: (2023-09-01)

Scene segmentation with deep neural networks
od: Shuai, Bing
Wydane: (2018)

Cloud/edge inference for deep neural networks
od: Sbai, M
Wydane: (2023)

Atom search‐Jaya‐based deep recurrent neural network for liver cancer detection
od: Mariappan Navaneethakrishnan, i wsp.
Wydane: (2021-02-01)

Deep convolutional neural networks for atomic imaging in STEM
od: Williams Alex, i wsp.
Wydane: (2024-01-01)

Knowledge Enhanced Neural Networks for Point Cloud Semantic Segmentation
od: Eleonora Grilli, i wsp.
Wydane: (2023-05-01)

SEMANTIC SEGMENTATION OF INDOOR POINT CLOUDS USING CONVOLUTIONAL NEURAL NETWORK
od: K. Babacan, i wsp.
Wydane: (2017-11-01)

Deep neural network architectures for cardiac image segmentation
od: Jasmine El-Taraboulsi, i wsp.
Wydane: (2023-12-01)

Phase Segmentation in Atom-Probe Tomography Using Deep Learning-Based Edge Detection
od: Sandeep Madireddy, i wsp.
Wydane: (2019-12-01)

Satellite cloud image segmentation based on lightweight convolutional neural network.
od: Xi Li, i wsp.
Wydane: (2023-01-01)

THE SEGMENTATION OF POINT CLOUDS WITH K-MEANS AND ANN (ARTIFICAL NEURAL NETWORK)
od: R. A. Kuçak, i wsp.
Wydane: (2017-05-01)

Deep Segmentation of Point Clouds of Wheat
od: Morteza Ghahremani, i wsp.
Wydane: (2021-03-01)

Cloud-to-Ground and Intra-Cloud Nowcasting Lightning Using a Semantic Segmentation Deep Learning Network
od: Ling Fan, i wsp.
Wydane: (2023-10-01)

CloudNet: Ground‐Based Cloud Classification With Deep Convolutional Neural Network
od: Jinglin Zhang, i wsp.
Wydane: (2018-08-01)

Detection of Small Impact Craters via Semantic Segmenting Lunar Point Clouds Using Deep Learning Network
od: Yifan Hu, i wsp.
Wydane: (2021-05-01)

Deep Hybrid Compression Network for Lidar Point Cloud Classification and Segmentation
od: Zhi Zhao, i wsp.
Wydane: (2023-08-01)

An improved volumetric grid deep network model for point cloud segmentation
od: Xinliang Zhang, i wsp.
Wydane: (2021-04-01)

Automated Detection, Segmentation, and Classification of Pericardial Effusions on Chest CT Using a Deep Convolutional Neural Network
od: Adrian Jonathan Wilder-Smith, i wsp.
Wydane: (2022-04-01)

Microscopic nuclei classification, segmentation, and detection with improved deep convolutional neural networks (DCNN)
od: Zahangir Alom, i wsp.
Wydane: (2022-04-01)

Data Preparation Impact on Semantic Segmentation of 3D Mobile LiDAR Point Clouds Using Deep Neural Networks
od: Reza Mahmoudi Kouhi, i wsp.
Wydane: (2023-02-01)

Boundary Delineation of MRI Images for Lumbar Spinal Stenosis Detection Through Semantic Segmentation Using Deep Neural Networks
od: Ala S. Al-Kafri, i wsp.
Wydane: (2019-01-01)

Tea leaf disease detection using segment anything model and deep convolutional neural networks
od: Ananthakrishnan Balasundaram, i wsp.
Wydane: (2025-03-01)

Patient-Specific Detection of Atrial Fibrillation in Segments of ECG Signals using Deep Neural Networks
od: Jeyson A. Castillo, i wsp.
Wydane: (2019-11-01)

Patient-Specific Detection of Atrial Fibrillation in Segments of ECG Signals using Deep Neural Networks
od: Jeyson A. Castillo, i wsp.
Wydane: (2019-11-01)