SatSAM2: Motion-Constrained Video Object Tracking in Satellite Imagery using Promptable SAM2 and Kalman Priors
Fuente:
arXiv
Saved in:
| Main Authors: | Fan, Ruijie, Ye, Junyan, Chen, Huan, Huang, Zilong, Wang, Xiaolei, Li, Weijia |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SAM-I2V: Upgrading SAM to Support Promptable Video Segmentation with Less than 0.2% Training Cost
by: Mei, Haiyang, et al.
Published: (2025)
by: Mei, Haiyang, et al.
Published: (2025)
MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object Segmentation
by: Rong, Fu, et al.
Published: (2025)
by: Rong, Fu, et al.
Published: (2025)
TSMS-SAM2: Multi-scale Temporal Sampling Augmentation and Memory-Splitting Pruning for Promptable Video Object Segmentation and Tracking in Surgical Scenarios
by: Xu, Guoping, et al.
Published: (2025)
by: Xu, Guoping, et al.
Published: (2025)
ProMISe: Promptable Medical Image Segmentation using SAM
by: Wang, Jinfeng, et al.
Published: (2024)
by: Wang, Jinfeng, et al.
Published: (2024)
MV-SAM: Multi-view Promptable Segmentation using Pointmap Guidance
by: Jeong, Yoonwoo, et al.
Published: (2026)
by: Jeong, Yoonwoo, et al.
Published: (2026)
Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2
by: Tang, Lv, et al.
Published: (2024)
by: Tang, Lv, et al.
Published: (2024)
SAM2Point: Segment Any 3D as Videos in Zero-shot and Promptable Manners
by: Guo, Ziyu, et al.
Published: (2024)
by: Guo, Ziyu, et al.
Published: (2024)
SAM-Aug: Leveraging SAM Priors for Few-Shot Parcel Segmentation in Satellite Time Series
by: Hu, Kai, et al.
Published: (2026)
by: Hu, Kai, et al.
Published: (2026)
Seg2Track-SAM2: SAM2-based Multi-object Tracking and Segmentation
by: Mendonça, Diogo, et al.
Published: (2025)
by: Mendonça, Diogo, et al.
Published: (2025)
Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning
by: Yang, Hui-Yue, et al.
Published: (2024)
by: Yang, Hui-Yue, et al.
Published: (2024)
PanoSAM2: Lightweight Distortion- and Memory-aware Adaptions of SAM2 for 360 Video Object Segmentation
by: Xiao, Dingwen, et al.
Published: (2026)
by: Xiao, Dingwen, et al.
Published: (2026)
HiM2SAM: Enhancing SAM2 with Hierarchical Motion Estimation and Memory Optimization towards Long-term Tracking
by: Chen, Ruixiang, et al.
Published: (2025)
by: Chen, Ruixiang, et al.
Published: (2025)
Underwater Camouflaged Object Tracking Meets Vision-Language SAM2
by: Zhang, Chunhui, et al.
Published: (2024)
by: Zhang, Chunhui, et al.
Published: (2024)
SAM-PD: How Far Can SAM Take Us in Tracking and Segmenting Anything in Videos by Prompt Denoising
by: Zhou, Tao, et al.
Published: (2024)
by: Zhou, Tao, et al.
Published: (2024)
CLIP-Guided SAM: Parameter-Efficient Semantic Conditioning for Promptable Segmentation
by: Jalilian, Shayan, et al.
Published: (2026)
by: Jalilian, Shayan, et al.
Published: (2026)
A Distractor-Aware Memory for Visual Object Tracking with SAM2
by: Videnovic, Jovana, et al.
Published: (2024)
by: Videnovic, Jovana, et al.
Published: (2024)
Point-SAM: Promptable 3D Segmentation Model for Point Clouds
by: Zhou, Yuchen, et al.
Published: (2024)
by: Zhou, Yuchen, et al.
Published: (2024)
V$^{2}$-SAM: Marrying SAM2 with Multi-Prompt Experts for Cross-View Object Correspondence
by: Pan, Jiancheng, et al.
Published: (2025)
by: Pan, Jiancheng, et al.
Published: (2025)
CamoSAM2: Motion-Appearance Induced Auto-Refining Prompts for Video Camouflaged Object Detection
by: Zhang, Xin, et al.
Published: (2025)
by: Zhang, Xin, et al.
Published: (2025)
Video Object Segmentation via SAM 2: The 4th Solution for LSVOS Challenge VOS Track
by: Pan, Feiyu, et al.
Published: (2024)
by: Pan, Feiyu, et al.
Published: (2024)
Efficient-SAM2: Accelerating SAM2 with Object-Aware Visual Encoding and Memory Retrieval
by: Zhang, Jing, et al.
Published: (2026)
by: Zhang, Jing, et al.
Published: (2026)
UniSurgSAM: A Unified Promptable Model for Reliable Surgical Video Segmentation
by: Liu, Haofeng, et al.
Published: (2026)
by: Liu, Haofeng, et al.
Published: (2026)
SAM2MOT: A Novel Paradigm of Multi-Object Tracking by Segmentation
by: Jiang, Junjie, et al.
Published: (2025)
by: Jiang, Junjie, et al.
Published: (2025)
SAMITE: Position Prompted SAM2 with Calibrated Memory for Visual Object Tracking
by: Xu, Qianxiong, et al.
Published: (2025)
by: Xu, Qianxiong, et al.
Published: (2025)
Turbulence-Robust Dynamic Object Segmentation with Multi-Signal Priors and SAM2 Refinement
by: Peng, Bolian, et al.
Published: (2026)
by: Peng, Bolian, et al.
Published: (2026)
SAM 2++: Tracking Anything at Any Granularity
by: Zhang, Jiaming, et al.
Published: (2025)
by: Zhang, Jiaming, et al.
Published: (2025)
HumanSAM: Classifying Human-centric Forgery Videos in Human Spatial, Appearance, and Motion Anomaly
by: Liu, Chang, et al.
Published: (2025)
by: Liu, Chang, et al.
Published: (2025)
Crowd-SAM: SAM as a Smart Annotator for Object Detection in Crowded Scenes
by: Cai, Zhi, et al.
Published: (2024)
by: Cai, Zhi, et al.
Published: (2024)
PG-SAM: Prior-Guided SAM with Medical for Multi-organ Segmentation
by: Zhong, Yiheng, et al.
Published: (2025)
by: Zhong, Yiheng, et al.
Published: (2025)
Adapting SAM 2 for Visual Object Tracking: 1st Place Solution for MMVPR Challenge Multi-Modal Tracking
by: Yang, Cheng-Yen, et al.
Published: (2025)
by: Yang, Cheng-Yen, et al.
Published: (2025)
Rethinking Memory Design in SAM-Based Visual Object Tracking
by: Alansari, Mohamad, et al.
Published: (2025)
by: Alansari, Mohamad, et al.
Published: (2025)
Pro2SAM: Mask Prompt to SAM with Grid Points for Weakly Supervised Object Localization
by: Yang, Xi, et al.
Published: (2025)
by: Yang, Xi, et al.
Published: (2025)
Temporal-spatial Adaptation of Promptable SAM Enhance Accuracy and Generalizability of cine CMR Segmentation
by: Chen, Zhennong, et al.
Published: (2024)
by: Chen, Zhennong, et al.
Published: (2024)
Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos
by: Yuan, Haobo, et al.
Published: (2025)
by: Yuan, Haobo, et al.
Published: (2025)
Promptable Fire Segmentation: Unleashing SAM2's Potential for Real-Time Mobile Deployment with Strategic Bounding Box Guidance
by: Ugwu, Emmanuel U., et al.
Published: (2025)
by: Ugwu, Emmanuel U., et al.
Published: (2025)
Evaluating SAM2 for Video Semantic Segmentation
by: Ariff, Syed Hesham Syed, et al.
Published: (2025)
by: Ariff, Syed Hesham Syed, et al.
Published: (2025)
CMaP-SAM: Contraction Mapping Prior for SAM-driven Few-shot Segmentation
by: Chen, Shuai, et al.
Published: (2025)
by: Chen, Shuai, et al.
Published: (2025)
DiffuSAM: Diffusion Guided Zero-Shot Object Grounding for Remote Sensing Imagery
by: Sethi, Geet, et al.
Published: (2026)
by: Sethi, Geet, et al.
Published: (2026)
SAM-DA: UAV Tracks Anything at Night with SAM-Powered Domain Adaptation
by: Fu, Changhong, et al.
Published: (2023)
by: Fu, Changhong, et al.
Published: (2023)
SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree
by: Ding, Shuangrui, et al.
Published: (2024)
by: Ding, Shuangrui, et al.
Published: (2024)
Similar Items
-
SAM-I2V: Upgrading SAM to Support Promptable Video Segmentation with Less than 0.2% Training Cost
by: Mei, Haiyang, et al.
Published: (2025) -
MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object Segmentation
by: Rong, Fu, et al.
Published: (2025) -
TSMS-SAM2: Multi-scale Temporal Sampling Augmentation and Memory-Splitting Pruning for Promptable Video Object Segmentation and Tracking in Surgical Scenarios
by: Xu, Guoping, et al.
Published: (2025) -
ProMISe: Promptable Medical Image Segmentation using SAM
by: Wang, Jinfeng, et al.
Published: (2024) -
MV-SAM: Multi-view Promptable Segmentation using Pointmap Guidance
by: Jeong, Yoonwoo, et al.
Published: (2026)