Guided informative image partitioning

N Brewer, N Liu, L Wang - … Workshops on Statistical Techniques in Pattern …, 2010 - Springer
… The partitioning that we propose is a good analogue of this model of … an informative image
partitioning which expands on user input to produce a result which reflects this information by …

Task-specific image partitioning

S Kim, S Nowozin, P Kohli… - … Transactions on Image …, 2012 - ieeexplore.ieee.org
information by … image partitioning framework for obtaining RBIRs that realizes these benefits
and improves the taskspecific labeling performance. Up until now, using RBIRs in an image

Guided similarity separation for image retrieval

C Liu, G Yu, M Volkovs, C Chang… - … Neural Information …, 2019 - proceedings.neurips.cc
… We follow data partitioning and evaluation protocol proposed by [19] with 1,250 query and
27,293 database images used for retrieval. Performance of all models is measured by the …

Guided image filtering

K He, J Sun, X Tang - IEEE transactions on pattern analysis …, 2012 - ieeexplore.ieee.org
information from a given guidance image. The pioneer work of anisotropic diffusion [7] uses
the gradients of the filtering image itself to guide … guidance image can also be another image

Guided image filtering for interactive high‐quality global illumination

P Bauszat, M Eisemann… - Computer Graphics Forum, 2011 - Wiley Online Library
… To reduce the computation time, we experimented with different information channels to
guide the filtering. Figure 5 shows a comparison of the indirect lighting result trying to fit only a …

HiRED: Attention-Guided Token Dropping for Efficient Inference of High-Resolution Vision-Language Models

KHI Arif, JY Yoon, DS Nikolopoulos… - Proceedings of the …, 2025 - ojs.aaai.org
image partitions in the LLM generation phase, we count the number of tokens with the highest
attention for each image partition … the informative patches from both an image partition’s …

Validity-guided (re) clustering with applications to image segmentation

AM Bensaid, LO Hall, JC Bezdek… - … on fuzzy systems, 1996 - ieeexplore.ieee.org
information to guide a fuzzy (re)clustering process toward better solutions. It starts with a
partition … 111, with a focus on fuzzy partition validity measures. Section IV presents a validity…

Global Semantic-Guided Sub-image Feature Weight Allocation in High-Resolution Large Vision-Language Models

Y Liang, X Li, X Chen, H Chen, Y Zheng, C Lai… - arXiv preprint arXiv …, 2025 - arxiv.org
… the sub-image partitioning method for high-resolution image … -images from partitioning carry
varying levels of information density… semantic information from the global image to guide the …

Polygon structure-guided hyperspectral image classification with single sample for strong geometric characteristics scenes

S Zhang, X Kang, P Duan, B Sun… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
information of land covers clearer, image enhancement is preformed on the first three
components of dimension reduced image… of the image encoded by polygonal partition and …

Fingerprint classification by directional image partitioning

R Cappelli, A Lumini, D Maio… - IEEE Transactions on …, 2002 - ieeexplore.ieee.org
… directional image effectively summarizes the informationguided” segmentation of the
directional image with the aim of drastically reducing the degrees of freedom during the partitioning