Cover Image

HiRISE: High-Resolution Image Scaling for Edge ML via In-Sensor Compression and Selective ROI

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Reidy, Brendan, Tabrizchi, Sepehr, Mohammadi, Mohamadreza, Angizi, Shaahin, Roohi, Arman, Zand, Ramtin
Format:	Preprint
Published:	2024
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

Lightator: An Optical Near-Sensor Accelerator with Compressive Acquisition Enabling Versatile Image Processing
by: Morsali, Mehrdad, et al.
Published: (2024)

GLANCE: Gaze-Led Attention Network for Compressed Edge-inference
by: Solanki, Neeraj, et al.
Published: (2026)

LIMCA: LLM for Automating Analog In-Memory Computing Architecture Design Exploration
by: Vungarala, Deepak, et al.
Published: (2025)

Detecting and Refining HiRISE Image Patches Obscured by Atmospheric Dust
by: Kasodekar, Kunal Sunil
Published: (2024)

ATM-Net: Adaptive Termination and Multi-Precision Neural Networks for Energy-Harvested Edge Intelligence
by: Solanki, Neeraj, et al.
Published: (2025)

Characterization of AF Lep b at high spectral resolution with VLT/HiRISE
by: Denis, A., et al.
Published: (2025)

FedChip: Federated LLM for Artificial Intelligence Accelerator Chip Design
by: Nazzal, Mahmoud, et al.
Published: (2025)

MARTIAN: A Rendering Framework for Aerial Mars Imagery from HiRISE Orbital Data
by: Pisanti, Dario, et al.
Published: (2026)

Cold and eccentric: a high-spectral resolution view of 51 Eri b with VLT/HiRISE
by: Denis, A., et al.
Published: (2026)

Realtime Facial Expression Recognition: Neuromorphic Hardware vs. Edge AI Accelerators
by: Smith, Heath, et al.
Published: (2024)

TPU-Gen: LLM-Driven Custom Tensor Processing Unit Generator
by: Vungarala, Deepak, et al.
Published: (2025)

Neuro-Photonix: Enabling Near-Sensor Neuro-Symbolic AI Computing on Silicon Photonics Substrate
by: Najafi, Deniz, et al.
Published: (2024)

Multi-Objective Neural Architecture Search for In-Memory Computing
by: Amin, Md Hasibul, et al.
Published: (2024)

Towards Efficient Deployment of Hybrid SNNs on Neuromorphic and Edge AI Hardware
by: Seekings, James, et al.
Published: (2024)

Rep Smarter, Not Harder: AI Hypertrophy Coaching with Wearable Sensors and Edge Neural Networks
by: King, Grant, et al.
Published: (2025)

Light-Bound Transformers: Hardware-Anchored Robustness for Silicon-Photonic Computer Vision Systems
by: Chen, Xuming, et al.
Published: (2026)

Dependability in Embedded Systems: A Survey of Fault Tolerance Methods and Software-Based Mitigation Techniques
by: Solouki, Mohammadreza Amel, et al.
Published: (2024)

LLMPi: Optimizing LLMs for High-Throughput on Raspberry Pi
by: Ardakani, Mahsa, et al.
Published: (2025)

SPICEPilot: Navigating SPICE Code Generation and Simulation with AI Guidance
by: Vungarala, Deepak, et al.
Published: (2024)

CrossNAS: A Cross-Layer Neural Architecture Search Framework for PIM Systems
by: Amin, Md Hasibul, et al.
Published: (2025)

DNN-Defender: A Victim-Focused In-DRAM Defense Mechanism for Taming Adversarial Weight Attack on DNNs
by: Zhou, Ranyang, et al.
Published: (2023)

Flex-TPU: A Flexible TPU with Runtime Reconfigurable Dataflow Architecture
by: Elbtity, Mohammed, et al.
Published: (2024)

Certifiable Safe RLHF: Fixed-Penalty Constraint Optimization for Safer Language Models
by: Pandit, Kartik, et al.
Published: (2025)

Matmul or No Matmul in the Era of 1-bit LLMs
by: Malekar, Jinendra, et al.
Published: (2024)

Compromising the Intelligence of Modern DNNs: On the Effectiveness of Targeted RowPress
by: Zhou, Ranyang, et al.
Published: (2024)

Customizable ROI-Based Deep Image Compression
by: Jin, Jian, et al.
Published: (2025)

Super-High-Fidelity Image Compression via Hierarchical-ROI and Adaptive Quantization
by: Luo, Jixiang, et al.
Published: (2024)

XbarSim: A Decomposition-Based Memristive Crossbar Simulator
by: Kolinko, Anzhelika, et al.
Published: (2024)

DRAM-Profiler: An Experimental DRAM RowHammer Vulnerability Profiling Mechanism
by: Zhou, Ranyang, et al.
Published: (2024)

PIM-LLM: A High-Throughput Hybrid PIM Architecture for 1-bit LLMs
by: Malekar, Jinendra, et al.
Published: (2025)

ROI-based Deep Image Compression with Implicit Bit Allocation
by: Hu, Kai, et al.
Published: (2025)

Hi-ResNet: Edge Detail Enhancement for High-Resolution Remote Sensing Segmentation
by: Chen, Yuxia, et al.
Published: (2023)

Exploiting Boosting in Hyperdimensional Computing for Enhanced Reliability in Healthcare
by: Jeong, SungHeon, et al.
Published: (2024)

SA-DS: A Dataset for Large Language Model-Driven AI Accelerator Design Generation
by: Vungarala, Deepak, et al.
Published: (2024)

Opto-ViT: Architecting a Near-Sensor Region of Interest-Aware Vision Transformer Accelerator with Silicon Photonics
by: Morsali, Mehrdad, et al.
Published: (2025)

Unified ROI-based Image Compression Paradigm with Generalized Gaussian Model
by: Hu, Kai, et al.
Published: (2026)

TLIC: Learned Image Compression with ROI-Weighted Distortion and Bit Allocation
by: Jiang, Wei, et al.
Published: (2024)

AssemAI: Interpretable Image-Based Anomaly Detection for Manufacturing Pipelines
by: Prasad, Renjith, et al.
Published: (2024)

MedROI: Codec-Agnostic Region of Interest-Centric Compression for Medical Images
by: Kim, Jiwon, et al.
Published: (2026)

Faster Vizing and Near-Vizing Edge Coloring Algorithms
by: Assadi, Sepehr
Published: (2024)