Search Results for author: Zeljko Zilic

Found 4 papers, 1 papers with code

CNN-based automatic segmentation of Lumen & Media boundaries in IVUS images using closed polygonal chains

no code implementations29 Sep 2023 Pavel Sinha, Ioannis Psaromiligkos, Zeljko Zilic

We propose an automatic segmentation method for lumen and media with irregular contours in IntraVascular ultra-sound (IVUS) images.

A Structurally Regularized CNN Architecture via Adaptive Subband Decomposition

no code implementations29 Jun 2023 Pavel Sinha, Ioannis Psaromiligkos, Zeljko Zilic

Our proposed CNN architecture is fully compatible with the end-to-end learning mechanism of typical CNN architectures and learns the subband decomposition from the input dataset.

Image Classification Quantization

A Structurally Regularized Convolutional Neural Network for Image Classification using Wavelet-based SubBand Decomposition

no code implementations2 Mar 2021 Pavel Sinha, Ioannis Psaromiligkos, Zeljko Zilic

We propose a convolutional neural network (CNN) architecture for image classification based on subband decomposition of the image using wavelets.

Classification General Classification +2

FoodTracker: A Real-time Food Detection Mobile Application by Deep Convolutional Neural Networks

2 code implementations13 Sep 2019 Jianing Sun, Katarzyna Radecka, Zeljko Zilic

We present a mobile application made to recognize food items of multi-object meal from a single image in real-time, and then return the nutrition facts with components and approximate amounts.

Nutrition Object Recognition +1

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