Joint segmentation and image interpretation

KS Kumar, UB Desai - Pattern Recognition, 1999 - Elsevier
… to the joint segmentation and interpretation problem in the proposed framework. For the
interpretation part we exploit the Markov random field (MRF) based image interpretation scheme …

Joint Segmentation and Image Interpretation

SK Kopparapu, UB Desai - Bayesian Approach to Image Interpretation, 2002 - Springer
… of image interpretation. In this chapter, we propose a scheme for joint segmentation and
image in… Unlike earlier work in multiresolution interpretation [16] we do not assume a priori, the …

Joint segmentation and image interpretation using hidden Markov models

N Kamath, KS Kumar, UB Desai… - … Conference on Pattern …, 1998 - ieeexplore.ieee.org
… turn helps the interpretation block in better interpretation. In this paper, we develop a joint
segmentation and image interpretation scheme using the notion of joint hidden Markov model (…

Probabilistic joint image segmentation and labeling

A Ion, J Carreira… - Advances in Neural …, 2011 - proceedings.neurips.cc
… Figure 1: Overview of our joint segment composition and … can be used for segment bagging).
Segments are composed into … complete image interpretations (FGtiling), we refer to [3, 1]. …

Segmentation ability map: Interpret deep features for medical image segmentation

S He, Y Feng, PE Grant, Y Ou - Medical image analysis, 2023 - Elsevier
… ability computed by the ProtoSeg is differentiable and can be jointly trained to increase
the segmentation ability of hidden features. Third, the SAM can be used to estimate the …

Multiscale joint segmentation and registration of image morphology

M Droske, M Rumpf - IEEE transactions on pattern analysis …, 2007 - ieeexplore.ieee.org
segmentation and vice versa. In particular, combined information of different image
modalities makes segmentation significantly more robust. Indeed, fundamental tasks in image

Image interpretation-guided supervised classification using nested segmentation

AV Egorov, MC Hansen, DP Roy… - Remote Sensing of …, 2015 - Elsevier
… For land cover mapping using earth observation imagery, training data may be gathered
on the basis of image interpretation, ground measurements or any other trusted source of …

Experiments in interpretation-guided segmentation

JM Tenenbaum, HG Barrow - Artificial Intelligence, 1977 - Elsevier
… the segmentation and interpretation phases of … jointly as either Door and Wall, Wall and
Door, or Door rnd Baseboard. The interpretation Floor, cannot appear beside any interpretation

3D image segmentation of deformable objects with joint shape-intensity prior models using level sets

J Yang, JS Duncan - Medical image analysis, 2004 - Elsevier
image segmentation. We introduce a representation for the joint density function of the object
and the image … (For interpretation of the reference to color in this figure legend, the reader is …

Joint optical flow estimation, segmentation, and 3d interpretation with level sets

H Sekkati, A Mitiche - Computer Vision and Image Understanding, 2006 - Elsevier
… This study investigates a new level set method for joint estimation, segmentation, and 3D
interpretation of the optical flow generated by multiple rigid objects in space moving …