Search Results

ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents

1 code implementation8 Dec 2019

This competition investigates the performance of large-scale retrieval of historical document images based on writing style.

Image Retrieval Retrieval

Efficient Deep Models for Real-Time 4K Image Super-Resolution. NTIRE 2023 Benchmark and Report

1 code implementation CVPRW 2023

This paper introduces a novel benchmark for efficient upscaling as part of the NTIRE 2023 Real-Time Image Super-Resolution (RTSR) Challenge, which aimed to upscale images from 720p and 1080p resolution to native 4K (x2 and x3 factors) in real-time on commercial GPUs.

Image Super-Resolution

[Extended version] Rethinking Deep Neural Network Ownership Verification: Embedding Passports to Defeat Ambiguity Attacks

2 code implementations16 Sep 2019

With substantial amount of time, resources and human (team) efforts invested to explore and develop successful deep neural networks (DNN), there emerges an urgent need to protect these inventions from being illegally copied, redistributed, or abused without respecting the intellectual properties of legitimate owners.

Rethinking Deep Neural Network Ownership Verification: Embedding Passports to Defeat Ambiguity Attacks

1 code implementation NeurIPS 2019

With substantial amount of time, resources and human (team) efforts invested to explore and develop successful deep neural networks (DNN), there emerges an urgent need to protect these inventions from being illegally copied, redistributed, or abused without respecting the intellectual properties of legitimate owners.

SurgT challenge: Benchmark of Soft-Tissue Trackers for Robotic Surgery

1 code implementation6 Feb 2023

This assessment uses benchmarking metrics that were purposely developed for this challenge, to verify the efficacy of unsupervised deep learning algorithms in tracking soft-tissue.

Benchmarking Camera Calibration +1

EDGAR: An Autonomous Driving Research Platform -- From Feature Development to Real-World Application

1 code implementation27 Sep 2023

Besides that, due to the complexity of autonomous software stacks and public road traffic, the optimal validation of entire stacks is an open research problem.

Robotics

unWISE: unblurred coadds of the WISE imaging

1 code implementation1 May 2014

For example, we are photometering the WISE images at the locations of sources detected in the Sloan Digital Sky Survey (York et al. 2000) through forward modeling, and this blurring decreases the available signal-to-noise by effectively broadening the point-spread function.

Instrumentation and Methods for Astrophysics

DNA-based chemical compiler

1 code implementation14 Aug 2018

Recently, Soloveichik et al. showed that chemical kinetics can perform fast and reliable Turing Universal computations.

Emerging Technologies

Hierarchical Perceptual Noise Injection for Social Media Fingerprint Privacy Protection

1 code implementation23 Aug 2022

The threat of fingerprint leakage from social media raises a strong desire for anonymizing shared images while maintaining image qualities, since fingerprints act as a lifelong individual biometric password.

Adversarial Attack