Kivanç Köse

Orcid: 0000-0003-3185-2639

According to our database1, Kivanç Köse authored at least 31 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
SmoothHess: ReLU Network Feature Interactions via Stein's Lemma.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021
Segmentation of cellular patterns in confocal images of melanocytic lesions in vivo via a multiscale encoder-decoder network (MED-Net).
Medical Image Anal., 2021

Unsupervised Approaches for Out-Of-Distribution Dermoscopic Lesion Detection.
CoRR, 2021

2020
A Patient-Centric Dataset of Images and Metadata for Identifying Melanomas Using Clinical Context.
CoRR, 2020

2018
A Multiresolution Deep Learning Framework for Automated Annotation of Reflectance Confocal Microscopy Images.
CoRR, 2018

A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017
A Marked Poisson Process Driven Latent Shape Model for 3D Segmentation of Reflectance Confocal Microscopy Image Stacks of Human Skin.
IEEE Trans. Image Process., 2017

Delineation of Skin Strata in Reflectance Confocal Microscopy Images using Recurrent Convolutional Networks with Toeplitz Attention.
CoRR, 2017

Delineation of Skin Strata in Reflectance Confocal Microscopy Images with Recurrent Convolutional Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Phase and TV Based Convex Sets for Blind Deconvolution of Microscopic Images.
IEEE J. Sel. Top. Signal Process., 2016

2015
Denoising images corrupted by impulsive noise using projections onto the epigraph set of the total variation function (PES-TV).
Signal Image Video Process., 2015

2014
Compressive sensing using the modified entropy functional.
Digit. Signal Process., 2014

Signal Reconstruction Framework Based On Projections Onto Epigraph Set Of A Convex Cost Function (PESC).
CoRR, 2014

Deconvolution using projections onto the epigraph set of a convex cost function.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Denoising using projections onto the epigraph set of convex cost functions.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Denoising Using Projection Onto Convex Sets (POCS) Based Framework.
CoRR, 2013

Image Feature Extraction Using Compressive Sensing.
Proceedings of the Image Processing and Communications Challenges 5, 2013

Projections onto convex sets (POCS) based optimization by lifting.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012
Entropy-Functional-Based Online Adaptive Decision Fusion Framework With Application to Wildfire Detection in Video.
IEEE Trans. Image Process., 2012

Entropy minimization based robust algorithm for adaptive networks.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Entropy functional based adaptive decision fusion framework.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Wavelet based flame detection using differential PIR sensors.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Filtered Variation method for denoising and sparse signal processing.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Flame Detection for Video-Based Early Fire Warning for the Protection of Cultural Heritage.
Proceedings of the Progress in Cultural Heritage Preservation, 2012

2011
Low-Pass Filtering of Irregularly Sampled Signals Using a Set Theoretic Framework [Lecture Notes].
IEEE Signal Process. Mag., 2011

Compressive Sensing Using the Entropy Functional
CoRR, 2011

Online Adaptive Decision Fusion Framework Based on Entropic Projections onto Convex Sets with Application to Wildfire Detection in Video
CoRR, 2011

A multi-sensor network for the protection of cultural heritage.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
3D Model compression using Connectivity-Guided Adaptive Wavelet Transform built into 2D SPIHT.
J. Vis. Commun. Image Represent., 2010

Content-adaptive color transform for image compression.
Proceedings of the International Conference on Image Processing, 2010

2009
Progressive Compression of Digital Elevation Data using Meshes.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009


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