Attention is the important ability to flexibly control limited computational resources. It has
been studied in conjunction with many other topics in neuroscience and psychology …

In recent years, blogging has become an exploding passion among Internet communities.
By combining the grassroots blogging with the richness of expression available in video …

This paper addresses the problem of pixel-level segmentation and classification of scene
images with an entirely learning-based approach using Long Short Term Memory (LSTM) …

Recent advent of graph signal processing (GSP) has spurred intensive studies of signals
that live naturally on irregular data kernels described by graphs (eg, social networks …

This paper presents interactive image editing tools using a new randomized algorithm for
quickly finding approximate nearestneighbor matches between image patches. Previous …

Parallax handling is a challenging task for image stitching. This paper presents a local
stitching method to handle parallax based on the observation that input images do not need …

We describe a technique that transforms a video from a hand-held video camera so that it
appears as if it were taken with a directed camera motion. Our method adjusts the video to …

Video, like images, should support content aware resizing. We present video retargeting
using an improved seam carving operator. Instead of removing 1D seams from 2D images …

We present a" scale-and-stretch" war** method that allows resizing images into arbitrary
aspect ratios while preserving visually prominent features. The method operates by …

We propose a principled approach to summarization of visual data (images or video) based
on optimization of a well-defined similarity measure. The problem we consider is re-targeting …