AdaptiveClick: Click-Aware Transformer With Adaptive Focal Loss for Interactive Image Segmentation
Interactive image segmentation (IIS) has emerged as a promising technique for decreasing
annotation time. Substantial progress has been made in pre-and post-processing for IIS, but …
annotation time. Substantial progress has been made in pre-and post-processing for IIS, but …
Rethinking Interactive Image Segmentation with Low Latency High Quality and Diverse Prompts
The goal of interactive image segmentation is to delineate specific regions within an image
via visual or language prompts. Low-latency and high-quality interactive segmentation with …
via visual or language prompts. Low-latency and high-quality interactive segmentation with …
FocSAM: Delving Deeply into Focused Objects in Segmenting Anything
Abstract The Segment Anything Model (SAM) marks a notable milestone in segmentation
models highlighted by its robust zero-shot capabilities and ability to handle diverse prompts …
models highlighted by its robust zero-shot capabilities and ability to handle diverse prompts …
VPUFormer: Visual prompt unified transformer for interactive image segmentation
The integration of diverse visual prompts like clicks, scribbles, and boxes in interactive
image segmentation could significantly facilitate user interaction as well as improve …
image segmentation could significantly facilitate user interaction as well as improve …
PiClick: Picking the desired mask from multiple candidates in click-based interactive segmentation
Click-based interactive segmentation aims to generate target masks via human clicking,
which facilitates efficient pixel-level annotation and image editing. In such a task, target …
which facilitates efficient pixel-level annotation and image editing. In such a task, target …
AeroClick: An advanced single-click interactive framework for aeroengine defect segmentation
H Qi, X Kong, Z Wang, J Gu, L Cheng - Expert Systems with Applications, 2024 - Elsevier
In aeroengine defect inspection, traditional algorithms are often encumbered by
overreliance on pixel-level labels and an inability to adapt to variations in domain-specific …
overreliance on pixel-level labels and an inability to adapt to variations in domain-specific …
Enhanced semantic-positional feature fusion network via diverse pre-trained encoders for remote sensing image water-body segmentation
In the era of increasingly advanced Earth Observation (EO) technologies, extracting
pertinent information (such as water-bodies) from the Earth's surface has become a crucial …
pertinent information (such as water-bodies) from the Earth's surface has become a crucial …
PiClick: Picking the desired mask in click-based interactive segmentation
Click-based interactive segmentation aims to generate target masks via human clicking,
which facilitates efficient pixel-level annotation and image editing. In such a task, target …
which facilitates efficient pixel-level annotation and image editing. In such a task, target …
Order-Aware Interactive Segmentation
Interactive segmentation aims to accurately segment target objects with minimal user
interactions. However, current methods often fail to accurately separate target objects from …
interactions. However, current methods often fail to accurately separate target objects from …
Interactive Segmentation by Considering First-Click Intentional Ambiguity
K Hu, Q Sun, Y Sun, T Wang - … of the 32nd ACM International Conference …, 2024 - dl.acm.org
Interactive segmentation task (IS) aims at taking into account the influence of user
preferences on the basis of general semantic segmentation in order to obtain the specific …
preferences on the basis of general semantic segmentation in order to obtain the specific …