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INTERSPEECH
2010
9 years 6 months ago
Performance estimation of noisy speech recognition considering recognition task complexity
To ensure a satisfactory QoE (Quality of Experience) and facilitate system design in speech recognition services, it is essential to establish a method that can be used to efficie...
Takeshi Yamada, Tomohiro Nakajima, Nobuhiko Kitawa...
FUIN
2008
142views more  FUIN 2008»
9 years 12 months ago
Relational Transformation-based Tagging for Activity Recognition
Abstract. The ability to recognize human activities from sensory information is essential for developing the next generation of smart devices. Many human activity recognition tasks...
Niels Landwehr, Bernd Gutmann, Ingo Thon, Luc De R...
NIPS
2004
10 years 1 months ago
Using Machine Learning to Break Visual Human Interaction Proofs (HIPs)
Machine learning is often used to automatically solve human tasks. In this paper, we look for tasks where machine learning algorithms are not as good as humans with the hope of ga...
Kumar Chellapilla, Patrice Y. Simard
NIPS
2008
10 years 1 months ago
Deep Learning with Kernel Regularization for Visual Recognition
In this paper we aim to train deep neural networks for rapid visual recognition. The task is highly challenging, largely due to the lack of a meaningful regularizer on the functio...
Kai Yu, Wei Xu, Yihong Gong
ICPR
2000
IEEE
10 years 4 months ago
Feature Learning for Recognition with Bayesian Networks
Many realistic visual recognition tasks are “open” in the sense that the number and nature of the categories to be learned are not initially known, and there is no closed set ...
Justus H. Piater, Roderic A. Grupen
ICAPR
2005
Springer
10 years 5 months ago
Recognition Tasks Are Imitation Games
There is need for more formal specification of recognition tasks. Currently, it is common to use labeled training samples to illustrate the task to be performed. The mathematical ...
Richard Zanibbi, Dorothea Blostein, James R. Cordy
ICIP
2005
IEEE
10 years 5 months ago
Viewpoint invariant sign language recognition
Sign language is the primary modality of communication among deaf and mute society all over the world. This paper proposes a viewpoint independent method for sign recognition. Con...
Qi Wang, Xilin Chen, Liangguo Zhang, Chunli Wang, ...
ICPR
2010
IEEE
10 years 5 months ago
Constrained Energy Minimization for Matching-Based Image Recognition
We propose to use energy minimization in MRFs for matching-based image recognition tasks. To this end, the Tree-Reweighted Message Passing algorithm is modified by geometric cons...
Tobias Gass, Philippe Dreuw, Hermann Ney
ISCAS
2007
IEEE
133views Hardware» more  ISCAS 2007»
10 years 6 months ago
Design of a Massively Parallel Vision Processor based on Multi-SIMD Architecture
— Increasing demands for robust image recognition systems require vision processors not only with enormous computational capacities but also with sufficient flexibility to hand...
Kota Yamaguchi, Yoshihiro Watanabe, Takashi Komuro...
ICCV
1999
IEEE
11 years 1 months ago
Exploiting Human Actions and Object Context for Recognition Tasks
Darnell J. Moore, Irfan A. Essa, Monson H. Hayes
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