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Cell Tracking

Papers

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Showing 1–50 of 74 papers

TitleStatusHype
Trackastra: Transformer-based cell tracking for live-cell microscopyCode4
U-Net: Convolutional Networks for Biomedical Image SegmentationCode3
Contrastive learning of cell state dynamics in response to perturbationsCode2
VideoMolmo: Spatio-Temporal Grounding Meets PointingCode2
FastDOG: Fast Discrete Optimization on GPUCode1
Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and trackingCode1
FastTrack: an open-source software for tracking varying numbers of deformable objectsCode1
Generative modeling of living cells with SO(3)-equivariant implicit neural representationsCode1
Segmentation with Residual Attention U-Net and an Edge-Enhancement Approach Preserves Cell Shape FeaturesCode1
Graph Neural Network for Cell Tracking in Microscopy VideosCode1
MPM: Joint Representation of Motion and Position Map for Cell TrackingCode1
Large-Scale Multi-Hypotheses Cell Tracking Using Ultrametric Contours MapsCode1
CHOTA: A Higher Order Accuracy Metric for Cell TrackingCode1
Implicit Neural Representations for Generative Modeling of Living Cell ShapesCode1
Semi supervised segmentation and graph-based tracking of 3D nuclei in time-lapse microscopyCode1
Tracking by weakly-supervised learning and graph optimization for whole-embryo C. elegans lineagesCode1
Weakly-Supervised Cell Tracking via Backward-and-Forward PropagationCode1
Enhancing Cell Tracking with a Time-Symmetric Deep Learning ApproachCode0
Accurate Tracking of Arabidopsis Root Cortex Cell Nuclei in 3D Time-Lapse Microscopy Images Based on Genetic AlgorithmCode0
Analysis of the performance of U-Net neural networks for the segmentation of living cellsCode0
A Novel Deep Learning Approach Featuring Graph-Based Algorithm for Cell Segmentation and TrackingCode0
Appearance-free Tripartite Matching for Multiple Object TrackingCode0
A Primal-Dual Solver for Large-Scale Tracking-by-AssignmentCode0
A Deep Learning Bidirectional Temporal Tracking Algorithm for Automated Blood Cell Counting from Non-invasive Capillaroscopy VideosCode0
A Weakly Supervised Learning Method for Cell Detection and Tracking Using Incomplete Initial AnnotationsCode0
Cell Segmentation and Tracking using CNN-Based Distance Predictions and a Graph-Based Matching StrategyCode0
Cell Segmentation by Combining Marker-Controlled Watershed and Deep LearningCode0
Cell Tracking according to Biological Needs -- Strong Mitosis-aware Multi-Hypothesis Tracker with Aleatoric UncertaintyCode0
Cell Tracking-by-detection using Elliptical Bounding BoxesCode0
Cell tracking for live-cell microscopy using an activity-prioritized assignment strategyCode0
Cell Tracking via Proposal Generation and SelectionCode0
CellTrack R-CNN: A Novel End-To-End Deep Neural Network for Cell Segmentation and Tracking in Microscopy ImagesCode0
EfficientCellSeg: Efficient Volumetric Cell Segmentation Using Context Aware PseudocoloringCode0
EmbedTrack -- Simultaneous Cell Segmentation and Tracking Through Learning Offsets and Clustering BandwidthsCode0
Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy ImagesCode0
Lightweight and Scalable Particle Tracking and Motion Clustering of 3D Cell TrajectoriesCode0
Microscopy Cell Segmentation via Convolutional LSTM NetworksCode0
Multiple Hypothesis Hypergraph Tracking for Posture Identification in Embryonic Caenorhabditis elegansCode0
Prediction of Cellular Identities from Trajectory and Cell Fate InformationCode0
PyUAT: Open-source Python framework for efficient and scalable cell trackingCode0
Robust Approximate Characterization of Single-Cell Heterogeneity in Microbial GrowthCode0
SINETRA: a Versatile Framework for Evaluating Single Neuron Tracking in Behaving AnimalsCode0
Stochastic Neural Networks for Automatic Cell Tracking in Microscopy Image Sequences of Bacterial ColoniesCode0
Towards an Automatic Analysis of CHO-K1 Suspension Growth in Microfluidic Single-cell CultivationCode0
Tracking Tetrahymena Pyriformis Cells using Decision TreesCode0
Training a universal instance segmentation network for live cell images of various cell types and imaging modalitiesCode0
On Improving an Already Competitive Segmentation Algorithm for the Cell Tracking Challenge - Lessons Learned—0
Phase Contrast Microscopy Cell PopulationSegmentation: A Survey—0
Tracking one-in-a-million: Large-scale benchmark for microbial single-cell tracking with experiment-aware robustness metrics—0
Tracking Single-Cells in Overcrowded Bacterial Colonies—0
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