[Free GPT-4]
[DeepSeek]
[DeepSeek]
We propose a unified approach for bottom-up hierarchical image segmentation and object
proposal generation for recognition, called Multiscale Combinatorial Grou** (MCG). For …
proposal generation for recognition, called Multiscale Combinatorial Grou** (MCG). For …
Feedforward semantic segmentation with zoom-out features
We introduce a purely feed-forward architecture for semantic segmentation. We map small
image elements (superpixels) to rich feature representations extracted from a sequence of …
image elements (superpixels) to rich feature representations extracted from a sequence of …
Perceptual organization and recognition of indoor scenes from RGB-D images
We address the problems of contour detection, bottomup grou** and semantic
segmentation using RGB-D data. We focus on the challenging setting of cluttered indoor …
segmentation using RGB-D data. We focus on the challenging setting of cluttered indoor …
Beyond grids: Learning graph representations for visual recognition
We propose learning graph representations from 2D feature maps for visual recognition. Our
method draws inspiration from region based recognition, and learns to transform a 2D image …
method draws inspiration from region based recognition, and learns to transform a 2D image …
Video segmentation by tracking many figure-ground segments
We propose an unsupervised video segmentation approach by simultaneously tracking
multiple holistic figureground segments. Segment tracks are initialized from a pool of …
multiple holistic figureground segments. Segment tracks are initialized from a pool of …
CPMC: Automatic object segmentation using constrained parametric min-cuts
We present a novel framework to generate and rank plausible hypotheses for the spatial
extent of objects in images using bottom-up computational processes and mid-level …
extent of objects in images using bottom-up computational processes and mid-level …
Geodesic object proposals
We present an approach for identifying a set of candidate objects in a given image. This set
of candidates can be used for object recognition, segmentation, and other object-based …
of candidates can be used for object recognition, segmentation, and other object-based …