2.5k citations · 9.9k across the 27 of their papers we have counts for
5 papers · 1 filter
From Captions to Visual Concepts and Back
Hao Fang, Saurabh Gupta, Forrest Iandola +9
This paper presents a novel approach for automatically generating image descriptions: visual detectors, language models, and multimodal similarity models learnt directly from a dat…
Fast Edge Detection Using Structured Forests
Piotr Dollár, C. Lawrence Zitnick
Edge detection is a critical component of many vision systems, including object detectors and image segmentation algorithms. Patches of edges exhibit well-known forms of local stru…
Local Decorrelation For Improved Detection
Woonhyun Nam, Piotr Dollár, Joon Hee Han
Even with the advent of more sophisticated, data-hungry methods, boosted decision trees remain extraordinarily successful for fast rigid object detection, achieving top accuracy on…
Layered Logic Classifiers: Exploring the `And' and `Or' Relations
Zhuowen Tu, Piotr Dollar, Yingnian Wu
Designing effective and efficient classifier for pattern analysis is a key problem in machine learning and computer vision. Many the solutions to the problem require to perform log…
Microsoft COCO: Common Objects in Context
Tsung-Yi Lin, Michael Maire, Serge Belongie +7
We present a new dataset with the goal of advancing the state-of-the-art in object recognition by placing the question of object recognition in the context of the broader question…