Cover Image

PicoSAM3: Real-Time In-Sensor Region-of-Interest Segmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bonazzi, Pietro, Farronato, Nicola, Zihlmann, Stefan, Qin, Haotong, Magno, Michele
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PicoSAM2: Low-Latency Segmentation In-Sensor for Edge Vision Applications
by: Bonazzi, Pietro, et al.
Published: (2025)

Q-SAM2: Accurate Quantization for Segment Anything Model 2
by: Farronato, Nicola, et al.
Published: (2025)

TinyGLASS: Real-Time Self-Supervised In-Sensor Anomaly Detection
by: Bonazzi, Pietro, et al.
Published: (2026)

Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis
by: Bonazzi, Pietro, et al.
Published: (2023)

Exploiting In-Sensor Computing for Energy-Efficient Earth Observation
by: Capogrosso, Luigi, et al.
Published: (2026)

Performance Analysis of Edge and In-Sensor AI Processors: A Comparative Review
by: Capogrosso, Luigi, et al.
Published: (2026)

Event-Based Vision in Space: Applications, Trends, and Future Directions
by: Capogrosso, Luigi, et al.
Published: (2026)

RGB-Event Fusion with Self-Attention for Collision Prediction
by: Bonazzi, Pietro, et al.
Published: (2025)

Event-Priori-Based Vision-Language Model for Efficient Visual Understanding
by: Qin, Haotong, et al.
Published: (2025)

FTerViT: Fully Ternary Vision Transformer
by: Ruciński, Szymon, et al.
Published: (2026)

Towards Low-Latency Event-based Obstacle Avoidance on a FPGA-Drone
by: Bonazzi, Pietro, et al.
Published: (2025)

Retina : Low-Power Eye Tracking with Event Camera and Spiking Hardware
by: Bonazzi, Pietro, et al.
Published: (2023)

RepViT-SAM: Towards Real-Time Segmenting Anything
by: Wang, Ao, et al.
Published: (2023)

Cracks in the Foundation: A Civil Infrastructure Dataset to Challenge Vision Foundation Models
by: Farronato, Nicola, et al.
Published: (2026)

RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything
by: Xu, Shilin, et al.
Published: (2024)

Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO
by: Moosmann, Julian, et al.
Published: (2023)

EmbodiedSAM: Online Segment Any 3D Thing in Real Time
by: Xu, Xiuwei, et al.
Published: (2024)

Towards Real-Time Fast Unmanned Aerial Vehicle Detection Using Dynamic Vision Sensors
by: Mandula, Jakub, et al.
Published: (2024)

QuantSR+: Pushing the Limit of Quantized Image Super-Resolution Networks
by: Qin, Haotong, et al.
Published: (2026)

BiVM: Accurate Binarized Neural Network for Efficient Video Matting
by: Qin, Haotong, et al.
Published: (2025)

Post-Training Quantization for Video Matting
by: Zhu, Tianrui, et al.
Published: (2025)

DSORT-MCU: Detecting Small Objects in Real-Time on Microcontroller Units
by: Boyle, Liam, et al.
Published: (2024)

3DTeethSAM: Taming SAM2 for 3D Teeth Segmentation
by: Lu, Zhiguo, et al.
Published: (2025)

Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration
by: Chen, Yujie, et al.
Published: (2025)

SAM-Aug: Leveraging SAM Priors for Few-Shot Parcel Segmentation in Satellite Time Series
by: Hu, Kai, et al.
Published: (2026)

Tarot-SAM3: Training-free SAM3 for Any Referring Expression Segmentation
by: Zhang, Weiming, et al.
Published: (2026)

Region of Interest Segmentation and Morphological Analysis for Membranes in Cryo-Electron Tomography
by: Cheng, Xingyi, et al.
Published: (2026)

Fast SAM 3D Body: Accelerating SAM 3D Body for Real-Time Full-Body Human Mesh Recovery
by: Yang, Timing, et al.
Published: (2026)

MapSAM2: Adapting SAM2 for Automatic Segmentation of Historical Map Images and Time Series
by: Xia, Xue, et al.
Published: (2025)

SAM3-DMS: Decoupled Memory Selection for Multi-target Video Segmentation of SAM3
by: Shen, Ruiqi, et al.
Published: (2026)

SAM3-I: Segment Anything with Instructions
by: Li, Jingjing, et al.
Published: (2025)

Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world Applications
by: Ji, Wei, et al.
Published: (2023)

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)

S$^2$Q-VDiT: Accurate Quantized Video Diffusion Transformer with Salient Data and Sparse Token Distillation
by: Feng, Weilun, et al.
Published: (2025)

MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models
by: Feng, Weilun, et al.
Published: (2024)

SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation
by: Chen, Pengfei, et al.
Published: (2024)

SAM-IF: Leveraging SAM for Incremental Few-Shot Instance Segmentation
by: Zhou, Xudong, et al.
Published: (2024)

Uplifting Range-View-based 3D Semantic Segmentation in Real-Time with Multi-Sensor Fusion
by: Tan, Shiqi, et al.
Published: (2024)

CycleSAM: Few-Shot Surgical Scene Segmentation with Cycle- and Scene-Consistent Feature Matching
by: Murali, Aditya, et al.
Published: (2024)

Few-Shot Semantic Segmentation Meets SAM3
by: Tsai, Yi-Jen, et al.
Published: (2026)