High-Throughput Phenotyping using Computer Vision and Machine Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Singhvi, Vivaan, Lunga, Langalibalele, Nidhi, Pragya, Keum, Chris, Prakash, Varrun |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Carotid Artery Plaque Analysis in 3D Based on Distance Encoding in Mesh Representations
by: Rahlfs, Hinrich, et al.
Published: (2025)
by: Rahlfs, Hinrich, et al.
Published: (2025)
Supervised Embedded Methods for Hyperspectral Band Selection
by: Zimmer, Yaniv, et al.
Published: (2024)
by: Zimmer, Yaniv, et al.
Published: (2024)
Trapped in texture bias? A large scale comparison of deep instance segmentation
by: Theodoridis, Johannes, et al.
Published: (2024)
by: Theodoridis, Johannes, et al.
Published: (2024)
Prompt-Driven Building Footprint Extraction in Aerial Images with Offset-Building Model
by: Li, Kai, et al.
Published: (2023)
by: Li, Kai, et al.
Published: (2023)
K-means Enhanced Density Gradient Analysis for Urban and Transport Metrics Using Multi-Modal Satellite Imagery
by: Tomkiewicz, P., et al.
Published: (2025)
by: Tomkiewicz, P., et al.
Published: (2025)
IDFace: Face Template Protection for Efficient and Secure Identification
by: Kim, Sunpill, et al.
Published: (2025)
by: Kim, Sunpill, et al.
Published: (2025)
Inverse 3D Microscopy Rendering for Cell Shape Inference with Active Mesh
by: Ichbiah, Sacha, et al.
Published: (2023)
by: Ichbiah, Sacha, et al.
Published: (2023)
SYNOSIS: Image synthesis pipeline for machine vision in metal surface inspection
by: Fulir, Juraj, et al.
Published: (2024)
by: Fulir, Juraj, et al.
Published: (2024)
Which Backbone to Use: A Resource-efficient Domain Specific Comparison for Computer Vision
by: Jeevan, Pranav, et al.
Published: (2024)
by: Jeevan, Pranav, et al.
Published: (2024)
Sequential PatchCore: Anomaly Detection for Surface Inspection using Synthetic Impurities
by: Mao, Runzhou, et al.
Published: (2025)
by: Mao, Runzhou, et al.
Published: (2025)
Learning Significant Persistent Homology Features for 3D Shape Understanding
by: Kudeshia, Prachi, et al.
Published: (2026)
by: Kudeshia, Prachi, et al.
Published: (2026)
Predicting Known Vulnerabilities from Attack Descriptions Using Sentence Transformers
by: Othman, Refat
Published: (2026)
by: Othman, Refat
Published: (2026)
Optimizing Multi-Scale Representations to Detect Effect Heterogeneity Using Earth Observation and Computer Vision: Applications to Two Anti-Poverty RCTs
by: Zhu, Fucheng Warren, et al.
Published: (2024)
by: Zhu, Fucheng Warren, et al.
Published: (2024)
CCVA-FL: Cross-Client Variations Adaptive Federated Learning for Medical Imaging
by: Gupta, Sunny, et al.
Published: (2024)
by: Gupta, Sunny, et al.
Published: (2024)
Advancing Annotat3D with Harpia: A CUDA-Accelerated Library For Large-Scale Volumetric Data Segmentation
by: de Araujo, Camila Machado, et al.
Published: (2025)
by: de Araujo, Camila Machado, et al.
Published: (2025)
WaveMix: A Resource-efficient Neural Network for Image Analysis
by: Jeevan, Pranav, et al.
Published: (2022)
by: Jeevan, Pranav, et al.
Published: (2022)
Taming the Tail: Leveraging Asymmetric Loss and Pade Approximation to Overcome Medical Image Long-Tailed Class Imbalance
by: Kashyap, Pankhi, et al.
Published: (2024)
by: Kashyap, Pankhi, et al.
Published: (2024)
MANGO: Learning Disentangled Image Transformation Manifolds with Grouped Operators
by: Ancelin, Brighton, et al.
Published: (2024)
by: Ancelin, Brighton, et al.
Published: (2024)
Prototype Contrastive Consistency Learning for Semi-Supervised Medical Image Segmentation
by: He, Shihuan, et al.
Published: (2025)
by: He, Shihuan, et al.
Published: (2025)
Low-Cost Tree Crown Dieback Estimation Using Deep Learning-Based Segmentation
by: Allen, M. J., et al.
Published: (2024)
by: Allen, M. J., et al.
Published: (2024)
FLD+: Data-efficient Evaluation Metric for Generative Models
by: Jeevan, Pranav, et al.
Published: (2024)
by: Jeevan, Pranav, et al.
Published: (2024)
WaveMixSR-V2: Enhancing Super-resolution with Higher Efficiency
by: Jeevan, Pranav, et al.
Published: (2024)
by: Jeevan, Pranav, et al.
Published: (2024)
Normalizing Flow-Based Metric for Image Generation
by: Jeevan, Pranav, et al.
Published: (2024)
by: Jeevan, Pranav, et al.
Published: (2024)
Exploiting Causality Signals in Medical Images: A Pilot Study with Empirical Results
by: Carloni, Gianluca, et al.
Published: (2023)
by: Carloni, Gianluca, et al.
Published: (2023)
Pathology Foundation Models are Scanner Sensitive: Benchmark and Mitigation with Contrastive ScanGen Loss
by: Carloni, Gianluca, et al.
Published: (2025)
by: Carloni, Gianluca, et al.
Published: (2025)
See-through: Single-image Layer Decomposition for Anime Characters
by: Lin, Jian, et al.
Published: (2026)
by: Lin, Jian, et al.
Published: (2026)
Detailed Evaluation of Modern Machine Learning Approaches for Optic Plastics Sorting
by: Maheshkar, Vaishali, et al.
Published: (2025)
by: Maheshkar, Vaishali, et al.
Published: (2025)
Locate 3D: Real-World Object Localization via Self-Supervised Learning in 3D
by: Arnaud, Sergio, et al.
Published: (2025)
by: Arnaud, Sergio, et al.
Published: (2025)
Generalizable Multiscale Segmentation of Heterogeneous Map Collections
by: Petitpierre, Remi
Published: (2026)
by: Petitpierre, Remi
Published: (2026)
AttEntropy: On the Generalization Ability of Supervised Semantic Segmentation Transformers to New Objects in New Domains
by: Lis, Krzysztof, et al.
Published: (2022)
by: Lis, Krzysztof, et al.
Published: (2022)
A Hierarchical Self-Consistent Regularization Approach to Satellite Image Time Series Classification
by: Weikmann, Giulio, et al.
Published: (2025)
by: Weikmann, Giulio, et al.
Published: (2025)
Immunohistochemistry guided segmentation of benign epithelial cells, in situ lesions, and invasive epithelial cells in breast cancer slides
by: Høibø, Maren, et al.
Published: (2023)
by: Høibø, Maren, et al.
Published: (2023)
HSDA: High-frequency Shuffle Data Augmentation for Bird's-Eye-View Map Segmentation
by: Glisson, Calvin, et al.
Published: (2024)
by: Glisson, Calvin, et al.
Published: (2024)
SC-VAE: Sparse Coding-based Variational Autoencoder with Learned ISTA
by: Xiao, Pan, et al.
Published: (2023)
by: Xiao, Pan, et al.
Published: (2023)
A Scalable Pipeline Combining Procedural 3D Graphics and Guided Diffusion for Photorealistic Synthetic Training Data Generation in White Button Mushroom Segmentation
by: Károly, Artúr I., et al.
Published: (2025)
by: Károly, Artúr I., et al.
Published: (2025)
Grounding Synthetic Data Generation With Vision and Language Models
by: Çağlar, Ümit Mert, et al.
Published: (2026)
by: Çağlar, Ümit Mert, et al.
Published: (2026)
A Second-Order Attention Mechanism For Prostate Cancer Segmentation and Detection in Bi-Parametric MRI
by: Ortiz, Mateo, et al.
Published: (2025)
by: Ortiz, Mateo, et al.
Published: (2025)
FunKAN: Functional Kolmogorov-Arnold Network for Medical Image Enhancement and Segmentation
by: Penkin, Maksim, et al.
Published: (2025)
by: Penkin, Maksim, et al.
Published: (2025)
HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training
by: Tang, Fenghe, et al.
Published: (2024)
by: Tang, Fenghe, et al.
Published: (2024)
Intracoronary Optical Coherence Tomography Image Processing and Vessel Classification Using Machine Learning
by: Lahchim, Amal, et al.
Published: (2026)
by: Lahchim, Amal, et al.
Published: (2026)
Similar Items
-
Carotid Artery Plaque Analysis in 3D Based on Distance Encoding in Mesh Representations
by: Rahlfs, Hinrich, et al.
Published: (2025) -
Supervised Embedded Methods for Hyperspectral Band Selection
by: Zimmer, Yaniv, et al.
Published: (2024) -
Trapped in texture bias? A large scale comparison of deep instance segmentation
by: Theodoridis, Johannes, et al.
Published: (2024) -
Prompt-Driven Building Footprint Extraction in Aerial Images with Offset-Building Model
by: Li, Kai, et al.
Published: (2023) -
K-means Enhanced Density Gradient Analysis for Urban and Transport Metrics Using Multi-Modal Satellite Imagery
by: Tomkiewicz, P., et al.
Published: (2025)