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09/21/2023
Information Forensics and Security: A quarter-century-long journey
Information Forensics and Security (IFS) is an active R D area whose g...
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09/01/2023
Diffusion Model with Clustering-based Conditioning for Food Image Generation
Image-based dietary assessment serves as an efficient and accurate solut...
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05/16/2023
Semi-Supervised Object Detection for Sorghum Panicles in UAV Imagery
The sorghum panicle is an important trait related to grain yield and pla...
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04/06/2023
DSVAE: Interpretable Disentangled Representation for Synthetic Speech Detection
Tools to generate high quality synthetic speech signal that is perceptua...
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01/23/2023
Illumination Variation Correction Using Image Synthesis For Unsupervised Domain Adaptive Person Re-Identification
Unsupervised domain adaptive (UDA) person re-identification (re-ID) aims...
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01/19/2023
Improving Food Detection For Images From a Wearable Egocentric Camera
Diet is an important aspect of our health. Good dietary habits can contr...
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10/20/2022
H4VDM: H.264 Video Device Matching
Methods that can determine if two given video sequences are captured by ...
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10/14/2022
Transformer-Based Speech Synthesizer Attribution in an Open Set Scenario
Speech synthesis methods can create realistic-sounding speech, which may...
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05/08/2022
High-Resolution UAV Image Generation for Sorghum Panicle Detection
The number of panicles (or heads) of Sorghum plants is an important phen...
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05/03/2022
Frequency Domain-Based Detection of Generated Audio
Attackers may manipulate audio with the intent of presenting falsified r...
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05/03/2022
Splicing Detection and Localization In Satellite Imagery Using Conditional GANs
The widespread availability of image editing tools and improvements in i...
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05/03/2022
Synthesized Speech Detection Using Convolutional Transformer-Based Spectrogram Analysis
Synthesized speech is common today due to the prevalence of virtual assi...
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05/02/2022
Leaf Tar Spot Detection Using RGB Images
Tar spot disease is a fungal disease that appears as a series of black c...
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04/26/2022
An Overview of Recent Work in Media Forensics: Methods and Threats
In this paper, we review recent work in media forensics for digital imag...
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03/30/2022
Forensic Analysis and Localization of Multiply Compressed MP3 Audio Using Transformers
Audio signals are often stored and transmitted in compressed formats. Am...
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12/16/2021
Forensic Analysis of Synthetically Generated Scientific Images
The widespread diffusion of synthetically generated content is a serious...
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09/08/2021
Improving Building Segmentation for Off-Nadir Satellite Imagery
Automatic building segmentation is an important task for satellite image...
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09/01/2021
Field-Based Plot Extraction Using UAV RGB Images
Unmanned Aerial Vehicles (UAVs) have become popular for use in plant phe...
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06/29/2021
RCNN-SliceNet: A Slice and Cluster Approach for Nuclei Centroid Detection in Three-Dimensional Fluorescence Microscopy Images
Robust and accurate nuclei centroid detection is important for the under...
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05/27/2021
Image-Based Plant Wilting Estimation
Many plants become limp or droop through heat, loss of water, or disease...
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05/13/2021
Forensic Analysis of Video Files Using Metadata
The unprecedented ease and ability to manipulate video content has led t...
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10/08/2020
Generative Autoregressive Ensembles for Satellite Imagery Manipulation Detection
Satellite imagery is becoming increasingly accessible due to the growing...
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05/13/2020
FaR-GAN for One-Shot Face Reenactment
Animating a static face image with target facial expressions and movemen...
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04/29/2020
Deep Transfer Learning For Plant Center Localization
Plant phenotyping focuses on the measurement of plant characteristics th...
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04/25/2020
Deepfakes Detection with Automatic Face Weighting
Altered and manipulated multimedia is increasingly present and widely di...
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04/14/2020
An Attention-Based System for Damage Assessment Using Satellite Imagery
When disaster strikes, accurate situational information and a fast, effe...
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02/06/2020
Forensic Scanner Identification Using Machine Learning
Due to the increasing availability and functionality of image editing to...
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01/24/2020
Plant Stem Segmentation Using Fast Ground Truth Generation
Accurately phenotyping plant wilting is important for understanding resp...
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11/27/2019
Multi-View Matching Network for 6D Pose Estimation
Applications that interact with the real world such as augmented reality...
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09/13/2019
Center-Extraction-Based Three Dimensional Nuclei Instance Segmentation of Fluorescence Microscopy Images
Fluorescence microscopy is an essential tool for the analysis of 3D subc...
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06/27/2019
A Utility-Preserving GAN for Face Obscuration
From TV news to Google StreetView, face obscuration has been used for pr...
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06/20/2019
We Need No Pixels: Video Manipulation Detection Using Stream Descriptors
Manipulating video content is easier than ever. Due to the misuse potent...
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05/13/2019
Robustness Analysis of Face Obscuration
Face obscuration is often needed by law enforcement or mass media outlet...
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04/19/2019
Three dimensional blind image deconvolution for fluorescence microscopy using generative adversarial networks
Due to image blurring image deconvolution is often used for studying bio...
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07/17/2018
A Hand-Held Multimedia Translation and Interpretation System with Application to Diet Management
We propose a network independent, hand-held system to translate and disa...
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07/02/2018
Estimating Phenotypic Traits From UAV Based RGB Imagery
In many agricultural applications one wants to characterize physical pro...
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05/06/2018
A Counter-Forensic Method for CNN-Based Camera Model Identification
An increasing number of digital images are being shared and accessed thr...
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05/04/2018
Reliability Map Estimation For CNN-Based Camera Model Attribution
Among the image forensic issues investigated in the last few years, grea...
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02/27/2018
Single-View Food Portion Estimation: Learning Image-to-Energy Mappings Using Generative Adversarial Networks
Due to the growing concern of chronic diseases and other health problems...
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02/13/2018
Satellite Image Forgery Detection and Localization Using GAN and One-Class Classifier
Current satellite imaging technology enables shooting high-resolution pi...
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02/10/2018
Tubule segmentation of fluorescence microscopy images based on convolutional neural networks with inhomogeneity correction
Fluorescence microscopy has become a widely used tool for studying vario...
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02/08/2018
Texture Segmentation Based Video Compression Using Convolutional Neural Networks
There has been a growing interest in using different approaches to impro...
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01/22/2018
Fluorescence Microscopy Image Segmentation Using Convolutional Neural Network With Generative Adversarial Networks
Recent advance in fluorescence microscopy enables acquisition of 3D imag...
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03/03/2016
First Steps Toward Camera Model Identification with Convolutional Neural Networks
Detecting the camera model used to shoot a picture enables to solve a wi...
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01/31/2008
