Cover Image

An Analysis of Data Transformation Effects on Segment Anything 2

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bromley, Clayton, Moore, Alexander, Saini, Amar, Poland, Doug, Carrano, Carmen
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Artificial Intelligence Computer Vision and Pattern Recognition 68T45 I.4.6; I.2.10
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Addressing Issues with Working Memory in Video Object Segmentation
by: Bromley, Clayton, et al.
Published: (2024)

Training for X-Ray Vision: Amodal Segmentation, Amodal Content Completion, and View-Invariant Object Representation from Multi-Camera Video
by: Moore, Alexander, et al.
Published: (2025)

RefineFormer3D: Efficient 3D Medical Image Segmentation via Adaptive Multi-Scale Transformer with Cross Attention Fusion
by: Tyagi, Kavyansh, et al.
Published: (2026)

μ-Net: A Deep Learning-Based Architecture for μ-CT Segmentation
by: Bruno, Pierangela, et al.
Published: (2024)

Adaptive Sampling-based Particle Filter for Visual-inertial Gimbal in the Wild
by: Kang, Xueyang, et al.
Published: (2022)

Synthetic-to-Real Transfer Learning for Chromatin-Sensitive PWS Microscopy
by: Arafat, Jahidul, et al.
Published: (2025)

Semantic Prioritization in Visual Counterfactual Explanations with Weighted Segmentation and Auto-Adaptive Region Selection
by: Zhang, Lintong, et al.
Published: (2025)

TauFlow: Dynamic Causal Constraint for Complexity-Adaptive Lightweight Segmentation
by: Chen, Zidong, et al.
Published: (2025)

Efficient and Privacy-Protecting Background Removal for 2D Video Streaming using iPhone 15 Pro Max LiDAR
by: Kinnevan, Jessica, et al.
Published: (2025)

Visible and Hyperspectral Imaging for Quality Assessment of Milk: Property Characterisation and Identification
by: Martinelli, Massimo, et al.
Published: (2026)

Fitzpatrick Thresholding for Skin Image Segmentation
by: Stothers, Duncan, et al.
Published: (2025)

Parking Space Detection in the City of Granada
by: Luis, Crespo-Orti, et al.
Published: (2025)

Technical Report: Automated Optical Inspection of Surgical Instruments
by: Shafqat, Zunaira, et al.
Published: (2026)

Training a Student Expert via Semi-Supervised Foundation Model Distillation
by: Taghavi, Pardis, et al.
Published: (2026)

JVLGS: Joint Vision-Language Gas Leak Segmentation
by: Zhao, Xinlong, et al.
Published: (2025)

Creating Realistic Anterior Segment Optical Coherence Tomography Images using Generative Adversarial Networks
by: Assaf, Jad F., et al.
Published: (2023)

Self-Supervised Learning from Noisy and Incomplete Data
by: Tachella, Julián, et al.
Published: (2026)

Generalization performance of neural mapping schemes for the space-time interpolation of satellite-derived ocean colour datasets
by: Nguyen, Thi Thuy Nga, et al.
Published: (2025)

Observation-only learning of neural mapping schemes for gappy satellite-derived ocean colour parameters
by: Dorffer, Clément, et al.
Published: (2025)

Exploiting Precision Mapping and Component-Specific Feature Enhancement for Breast Cancer Segmentation and Identification
by: V, Pandiyaraju, et al.
Published: (2024)

Foam Segmentation in Wastewater Treatment Plants: A Federated Learning Approach with Segment Anything Model 2
by: Duman, Mehmet Batuhan, et al.
Published: (2025)

Differentiable Hierarchical Visual Tokenization
by: Aasan, Marius, et al.
Published: (2025)

Advancing Brain Tumor Segmentation via Attention-based 3D U-Net Architecture and Digital Image Processing
by: Gad, Eyad, et al.
Published: (2025)

Bayesian Deep Learning Approaches for Uncertainty-Aware Retinal OCT Image Segmentation for Multiple Sclerosis
by: Ball, Samuel T. M.
Published: (2025)

Single-Step Reconstruction-Free Anomaly Detection and Segmentation via Diffusion Models
by: Moradi, Mehrdad, et al.
Published: (2025)

ForAug: Recombining Foregrounds and Backgrounds to Improve Vision Transformer Training with Bias Mitigation
by: Nauen, Tobias Christian, et al.
Published: (2025)

Sensing Theorems for Unsupervised Learning in Linear Inverse Problems
by: Tachella, Julián, et al.
Published: (2022)

An expert-driven data generation pipeline for histological images
by: Basla, Roberto, et al.
Published: (2024)

UniSurgSAM: A Unified Promptable Model for Reliable Surgical Video Segmentation
by: Liu, Haofeng, et al.
Published: (2026)

Attenuation-adjusted deep learning of pore defects in 2D radiographs of additive manufacturing powders
by: Bjerregaard, Andreas, et al.
Published: (2024)

Autoregressive Medical Image Segmentation via Next-Scale Mask Prediction
by: Chen, Tao, et al.
Published: (2025)

Image-based Facial Rig Inversion
by: Yang, Tianxiang, et al.
Published: (2025)

Fracture Detection and Localisation in Wrist and Hand Radiographs using Detection Transformer Variants
by: Bagri, Aditya, et al.
Published: (2025)

A Single Image Is All You Need: Zero-Shot Anomaly Localization Without Training Data
by: Moradi, Mehrdad, et al.
Published: (2025)

FeDETR: a Federated Approach for Stenosis Detection in Coronary Angiography
by: Mineo, Raffaele, et al.
Published: (2024)

Generating Diverse Agricultural Data for Vision-Based Farming Applications
by: Cieslak, Mikolaj, et al.
Published: (2024)

Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-Resolution
by: Cornebise, Julien, et al.
Published: (2022)

bit2bit: 1-bit quanta video reconstruction via self-supervised photon prediction
by: Liu, Yehe, et al.
Published: (2024)

Fine-grained spatial-temporal perception for gas leak segmentation
by: Zhao, Xinlong, et al.
Published: (2025)

Deep Learning in Automated Power Line Inspection: A Review
by: Faisal, Md. Ahasan Atick, et al.
Published: (2025)