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12/31/2022
Tracking Passengers and Baggage Items using Multiple Overhead Cameras at Security Checkpoints
We introduce a novel framework to track multiple objects in overhead cam...
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09/10/2022
Self-supervised Learning for Panoptic Segmentation of Multiple Fruit Flower Species
Convolutional neural networks trained using manually generated labels ar...
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07/07/2021
Deep Convolutional Correlation Iterative Particle Filter for Visual Tracking
This work proposes a novel framework for visual tracking based on the in...
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07/15/2020
Tracking Passengers and Baggage Items using Multi-camera Systems at Security Checkpoints
We introduce a novel tracking-by-detection framework to track multiple o...
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07/14/2020
Deep Heterogeneous Autoencoder for Subspace Clustering of Sequential Data
We propose an unsupervised learning approach using a convolutional and f...
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06/11/2020
Deep Convolutional Likelihood Particle Filter for Visual Tracking
We propose a novel particle filter for convolutional-correlation visual ...
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05/12/2020
Probabilistic Semantic Segmentation Refinement by Monte Carlo Region Growing
Semantic segmentation with fine-grained pixel-level accuracy is a fundam...
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09/19/2019
Gaze Estimation for Assisted Living Environments
Effective assisted living environments must be able to perform inference...
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03/15/2019
Calibration of Asynchronous Camera Networks for Object Reconstruction Tasks
Camera network and multi-camera calibration for external parameters is a...
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03/03/2019
Detecting Invasive Insects with Unmanned Aerial Vehicles
A key aspect to controlling and reducing the effects invasive insect spe...
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02/18/2019
FreeLabel: A Publicly Available Annotation Tool based on Freehand Traces
Large-scale annotation of image segmentation datasets is often prohibiti...
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09/20/2018
Multispecies fruit flower detection using a refined semantic segmentation network
In fruit production, critical crop management decisions are guided by bl...
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09/17/2018
Apple Flower Detection using Deep Convolutional Networks
To optimize fruit production, a portion of the flowers and fruitlets of ...
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02/21/2018
Semantic Segmentation Refinement by Monte Carlo Region Growing of High Confidence Detections
Despite recent improvements using fully convolutional networks, in gener...
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02/24/2017
Fast and robust curve skeletonization for real-world elongated objects
We consider the problem of extracting curve skeletons of three-dimension...
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02/24/2017