909 resultados para PORTUGUESE SIGN LANGUAGE


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A barreira de comunicação existente entre as pessoas surdas e ouvintes prejudicam a participação ativa da pessoa surda na sociedade, uma vez que dificultam a manifestação de suas opiniões e sua interferência direta no processo de construção do conhecimento. Como forma de amenizar as desigualdades, foi promulgada em 2005 uma lei, conhecida como Lei de Libras, que dentre outras coisas, garantem o acesso bilíngue, nas línguas portuguesa e de sinais, aos serviços essenciais de saúde e educação. Este trabalho de pesquisa teve o objetivo de avaliar a percepção da pessoa surda quanto à qualidade das ações e serviços oferecidos nas unidades de saúde públicas, tendo em vista o cumprimento das leis vigentes voltadas para a inclusão da pessoa surda no acesso à saúde pública. Trata-se de um estudo de natureza exploratório-descritiva e enfoque transversal, realizado numa amostra de 15 pessoas surdas portadoras de perda auditiva severa ou profunda, de ambos os sexos (10 homens e 5 mulheres), que se comunicam através da Língua Brasileira de Sinais (Libras), com idade entre 20 a 38 anos, usuárias dos serviços públicos de saúde, que buscaram atendimento em 2014. Foi utilizado um questionário estruturado. Os resultados apresentados evidenciam uma comunicação inadequada entre pacientes e profissionais da saúde, além da falta de intérpretes e de precariedade na estrutura física. Estes fatos, aliados à necessidade de contratação de intérpretes por parte dos usuários, refletem um desvio da responsabilidade do Estado, no que tange ao acesso pleno aos bens e serviços de saúde conforme as leis vigentes. Palavras-chaves: Acessibilidade; Saúde Pública; Surdez; Língua Brasileira de Sinais; Identidade surda.

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Helen Keller’s fight to speak, to understand, to love aided by her teacher Annie Sullivan was nothing short of a miracle. This is her story. Crossbow Productions staged six performances of The Miracle Worker at the Brisbane Powerhouse in June 2009 to raise awareness of people living with disabilities. The play was shadow signed for the hearing impaired and tactile tours of the set were held before each performance for the vision impaired. Over 200 hearing and vision impaired attended and 70 of these had never been to the theatre before. I’m deaf and we should be able to go to anything, and you’ve done that for us. As a blind person, I got a great deal from it. I found it extremely moving. There should be a thousand or so in the audience rather than a hundred so that everyone can experience it.

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In Australia, there is only one, newly established, dedicated mental health service catering specifically for the signing *Deaf community. It is staffed by four part-time hearing professionals and based in Brisbane. There are currently no Deaf psychologists or psychiatrists and there is no valid or reliable empirical evidence on outcomes for Deaf people accessing specialised or mainstream mental health services. Further compounding these issues, is the fact that there are no sign language versions of the most common standardised mental health or psychological instruments available to clinicians in Australia. Contemporary counselling literature is acknowledging the role of the therapeutic alliance and the impact of 'common factors' on therapeutic outcomes. However, these issues are complicated by the relationship between the Deaf client and the hearing therapist being a cross-cultural exchange. The disability model of deafness is contentious and few professionals in Australia have the requisite knowledge and understanding of deafness from a cultural perspective to attend to the therapeutic relationship with this in mind. Consequently, Deaf people are severely disadvantaged by the current lack of services, resources and skilled professionals in the field of deafness and psychology in this country. The primary aim of the following program of research has been to propose a model for culturally affirmative service delivery and to provide clinicians with tools to evaluate the effect of their therapeutic work with Deaf people seeking mental health treatment. The research document is presented as a thesis by publication and comprises four specific objectives formulated in response to the lack of existing services and resources. The first objective was to explore the use of social constructionist counselling techniques and a reflecting team with Deaf clients, hearing therapists and an interpreter. Following the establishment of a pilot counselling clinic, indepth semi-structured interviews were conducted with two long-term clients following the one year pilot of this service. These interviews generated recommendations for the development of a new 'enriched' model of counselling to be implemented and evaluated in later stages of the research program. The second objective was to identify appropriate psychometric measures that could be translated into Australian Sign Language (Auslan) for research into efficacy, effectiveness and counselling outcomes. Two instruments were identified as potentially suitable; the Outcome Rating Scale (ORS), a measure of global functioning, and the Session Rating Scale (SRS), a measure of therapeutic alliance. A specialised team of bi-lingual and bi-cultural interpreters, native signers and the primary researcher for this thesis, produced the ORS-Auslan and the SRS-Auslan in DVD format, using the translation and back-translation process. The third objective was to establish the validity and reliability of these new Auslan measures based on normative data from the Deaf community. Data from the ORS-Auslan was collected from one clinical and one non-clinical sample of Deaf people. Statistical analyses revealed that the ORS-Auslan is reliable, valid and adequately distinguishes between clinical and non-clinical presentations. Furthermore, construct validity has been established using a yet to be validated sign language version of the Depression, Anxiety and Stress Scale-21 items (DASS-21), providing a platform for further research using the DASS-21 with Deaf people. The fourth objective was to evaluate counselling outcomes following the implementation of an enriched counselling service, based on the findings generated by the first objective, and using the newly translated Auslan measures. A second university counselling clinic was established and implemented over the course of one year. Practice-based evidence guided the research and the ORS-Auslan and the SRS-Auslan were administered at every session and provided outcome data on Deaf clients' global functioning. Data from six clients over the course of ten months indicated that this culturally affirmative model was an effective approach for these six clients. This is the first time that outcome data have been collected in Australia using valid and reliable Auslan measures to establish preliminary evidence for the effectiveness of any therapeutic intervention for clinical work with adult, signing Deaf clients. The research generated by this thesis contributes theoretical knowledge, professional development and practical resources that can be used by a variety of mental health clinicians in the context of mental health service delivery to Deaf clients in Australia.

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This study explored preservice teacher attitudes towards teaching a deaf student who uses Australian Sign Language (Auslan) compared to a student who is new to Australia and speaks Polish. The participants were 200 preservice teachers in their third or fourth year of university education. A questionnaire was created to measure attitudes, and participants were also asked to list teaching strategies they would use with the two students. A factor analysis yielded two subscales: Teacher Expectations and Teacher Confidence. Results showed that teachers had higher expectations of the Auslan student than the Polish student, and were more confident about teaching the Auslan student. Differences between the two conditions were also found for suggested teaching strategies. The findings have implications for teacher education programs.

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Haptices and haptemes: A case study of developmental process in touch-based communication of acquired deafblind people This research is the first systematic, longitudinal process and development description of communication using touch and body with an acquired deafblind person. The research consists of observational and analysed written and video materials mainly from two informants´ experiences during period of 14 years. The research describes the adaptation of Social-Haptic methods between a couple, and other informants´ experiences, which have been collated from biographies and through giving national and international courses. When the hearing and sight deteriorates due to having an acquired deafblind condition, communication consists of multi-systematic and adaptive methods. A person`s expressive language, spoken or Sign Language, usually remains unchanged, but the methods of receiving information could change many times during a person s lifetime. Haptices are made from haptemes that determines which regulations are analysed. When defining haptemes the definition, classification and varied meanings of touch were discovered. Haptices include sharing a personal body space, meaning of touch-contact, context and using different communication channels. Communication distances are classified as exact distance, estimated distance and touch distance. Physical distance can be termed as very long, long, medium or very close. Social body space includes the body areas involved in sending and receiving haptices and applying different types of contacts. One or two hands can produce messages by using different hand shapes and orientations. This research classifies how the body can be identified into different areas such as body orientation, varied body postures, body position levels, social actions and which side of the body is used. Spatial body space includes environmental and situational elements. Haptemes of movements are recognised as the direction of movements, change of directions on the body, directions between people, pressure, speed, frequency, size, length, duration, pause, change of rhythm, shape, macro and micro movements. Haptices share multidimensional meanings and emotions. Research describes haptices in different situations enhancing sensory information and functioning also as an independent language. Haptices includes social-haptic confirmation system, social quick messages, body drawing, contact to the people and the environment, guiding and sharing art experiences through movements. Five stages of emotional differentiation were identified as very light, light, medium, heavy and very heavy touch. Haptices give the possibility to share different art, hobby and game experiences. A new communication system development based on the analysis of the research data is classified into different phases. These are experimental initiation, social deconstruction, developing the description of Social-Haptic communication and generalisation of the theory as well as finding and conceptualising the haptices and haptemes. The use and description of haptices is a social innovation, which illustrates the adaptive function of the body and perceptual senses that can be taught to a third party. Keywords: deafblindness, hapteme, haptic, haptices, movement, social-haptic communication, social-haptic confirmation system, tactile, touch

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This paper presents an initiative taken in Pakistan for the rehabilitation of the deaf community, enabled by the use of technology. iPSL is a system that primarily aims at facilitating communication between the hearing and the deaf community in Pakistan. There is a twofold approach to achieve this. The first dimension is to implement a system that can translate signs made by deaf into natural language sentences. The second dimension is to implement tools that enable hearing people to understand and learn sign language by converting natural language sentences into sign language. This paper presents the progress made in the project so far in terms of design, implementation and evaluation. © ACM 2009.

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The goal of the study is to build an image of deafness and of the lives of the deaf from their own per-spectives. The lives of deaf sign language users are analysed through the concept of identity. The start-ing point for the study is the idea that identities are moulded and structured in action and interaction and are, therefore, continuous processes. The terminology and ideas used in the present study are mostly based on Erving Goffman s (1971, 1986) work in which he sees identity as a representation of self. Via our language and our actions we build and present an image of ourselves to others and to ourselves alike. The research aims at answering the following questions concerning the lives of deaf sign language users: how do deaf people build an image of themselves as deaf people, what kind of meanings does deafness acquire in their lives, and what opportunities do they have to be perceived by others as they feel they are, i.e. to present their true self . In order to answer these questions, the narratives provided by eighteen deaf young adults, aged 25 35, in narrative interviews carried out in sign language, have been analysed. The methodology used is that of a data-based, qualitative analysis and narrative analy-sis. The study follows the lines of prior qualitative research carried out in the field of sociology of health and in the study of everyday life. The subjects are divided into three groups according to the linguistic environment dominant in the family: 1) a deaf child in a deaf family, 2) a deaf child in a hearing family using sign language, and 3) a deaf child in a hearing family where sign language was not used. The childhood family has great significance in the way a child constructs his or her identity as a deaf person. The process of construct-ing an identity in the first group can be defined as being automatic or inherited, in the second group the process can be described as being a collective/joint identity-building process, whereas in the third group the process is ambivalent and delayed. The opportunities the deaf have in building their identi-ties as deaf people have been examined through the concept of a collective story reservoir. Research shows that the deaf have, at least partly, a different collective story reservoir that they can rely on from the one the hearing have. Interaction with other deaf people and access to the collective story reservoir is important, because it enables the deaf to form an idea of their own deafness and the life of a deaf person. Three different ways of understanding deafness can be conceptualized from the narratives of the inter-viewed deaf people. In the outdated counter-narrative and the reductive narrative of deafness as an abnormality, the subjects are not capable of seeing themselves as forming part of the narratives or identifying themselves with the ways the deaf are depicted. Yet, the characterizations prevalent in them are the ones that the deaf constantly come across in their day-to-day lives. The narrative through which the subjects depict themselves and their lives can be defined as a pluralistic narrative. The plu-ralistic narrative consists of three elements: the coexistence of the world of the deaf and that of the hearing, the orientation to sign language, and the replacement of local networks with global networks. Although modern Finnish society and its varied social services and subsidy systems enable the realiza-tion of the kind of life described in the pluralistic narrative, the issues of power and inequality still frequently emerge in the narratives in which the deaf young adults described themselves and their lives. Two kinds of power mechanisms can be perceived in the descriptions: belittling and excluding power. These considerably diminish the opportunities of sign language users to create the kind of life that would reflect their personalities while limiting the chances for presenting the self to others.

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Language Documentation and Description as Language Planning Working with Three Signed Minority Languages Sign languages are minority languages that typically have a low status in society. Language planning has traditionally been controlled from outside the sign-language community. Even though signed languages lack a written form, dictionaries have played an important role in language description and as tools in foreign language learning. The background to the present study on sign language documentation and description as language planning is empirical research in three dictionary projects in Finland-Swedish Sign Language, Albanian Sign Language, and Kosovar Sign Language. The study consists of an introductory article and five detailed studies which address language planning from different perspectives. The theoretical basis of the study is sociocultural linguistics. The research methods used were participant observation, interviews, focus group discussions, and document analysis. The primary research questions are the following: (1) What is the role of dictionary and lexicographic work in language planning, in research on undocumented signed language, and in relation to the language community as such? (2) What factors are particular challenges in the documentation of a sign language and should therefore be given special attention during lexicographic work? (3) Is a conventional dictionary a valid tool for describing an undocumented sign language? The results indicate that lexicographic work has a central part to play in language documentation, both as part of basic research on undocumented sign languages and for status planning. Existing dictionary work has contributed new knowledge about the languages and the language communities. The lexicographic work adds to the linguistic advocacy work done by the community itself with the aim of vitalizing the language, empowering the community, receiving governmental recognition for the language, and improving the linguistic (human) rights of the language users. The history of signed languages as low status languages has consequences for language planning and lexicography. One challenge that the study discusses is the relationship between the sign-language community and the hearing sign linguist. In order to make it possible for the community itself to take the lead in a language planning process, raising linguistic awareness within the community is crucial. The results give rise to questions of whether lexicographic work is of more importance for status planning than for corpus planning. A conventional dictionary as a tool for describing an undocumented sign language is criticised. The study discusses differences between signed and spoken/written languages that are challenging for lexicographic presentations. Alternative electronic lexicographic approaches including both lexicon and grammar are also discussed. Keywords: sign language, Finland-Swedish Sign Language, Albanian Sign Language, Kosovar Sign Language, language documentation and description, language planning, lexicography

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Nesta última década notamos uma série de políticas que visam ampliar a presença da língua portuguesa no mundo, tais como a inauguração da TV Brasil Internacional (2010), no âmbito do governo brasileiro ou a entrada em vigor do acordo ortográfico de 1990 (2009), no âmbito da Comunidade dos Países de Língua Portuguesa (CPLP), organização internacional formada por todos os países de língua oficial portuguesa. Diante desse panorama, esta pesquisa propõe-se a contribuir para a compreensão do papel de políticas linguísticas na configuração do que seja a expansão do português no mundo contemporâneo. Para isso, partimos das premissas de que todo discurso é polêmico pelo princípio da interincompreensão constitutiva (MAINGUENEAU, 2008 [1984]), e de que todo texto político-jurídico-normativo busca apagar, superar essa polêmica e construir um sentido único. Esse caminho teórico-metodológico, nos leva a questionar sobre que processos discursivos constroem essa busca de univocidade para superar a polêmica nos documentos de políticas linguísticas para a expansão do português? Quais coerções foram enfatizadas? De que maneira o enunciador se apresenta em nome dessa univocidade? Acreditamos que encontrar respostas a essas indagações nos levem a discutir relações de poder que sustentam essas políticas linguísticas de expansão do português nesta última década. Para desenvolver nossa pesquisa, selecionamos como corpora de análise, declarações e resoluções da Conferência de Chefes de Estado e de Governo e do Conselho de Ministros da CPLP sobre a difusão e promoção da língua portuguesa, por causa do poder político e simbólico, que essa organização representa em relação à temática. Assim, pudemos identificar quatro posições/faces de enunciadores, o ufanista, o defensor, o apreensivo e o idealista-apaziguador, que juntos compõem um enunciador, que chamamos de super graças a sua memória e a sua competência interdiscursivas e sua maneira específica de enunciar, que potencializam o poder imperativo de seus enunciados. Nas sequências discursivas analisadas podemos constatar que esse (super)enunciador na busca da adesão do coenunciador, articula alianças (a língua portuguesa comum, a sociedade civil) e oposições (diversidade cultural dos países, a língua inglesa) na construção de uma aparente homogeneidade linguística a fim de superar a heterogeneidade fundante da própria CPLP. Desse modo, as polêmicas são silenciadas e podemos notar um processo de construção de um novo sentido de língua portuguesa, homogeneizante em contraposição a outro já em curso de gramatização e heterogeneização das línguas portuguesas nacionais

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O percurso histórico das representações da surdez, da educação de surdos e do estatuto da língua de sinais aponta para a necessidade de uma reflexão sobre as relações entre língua, cognição e cultura. Um estudo direcionado à identificação das estruturas conceptuais subjacentes à língua falada pelos surdos -a Libras- pode contribuir com algumas considerações pertinentes sobre a questão surdez/cultura, além de contribuir para desmistificar possíveis preconceitos relacionados à língua de sinais. A linguística cognitiva (LC), ciência que engloba os aspectos cognitivos envolvidos na significação, a influência do contexto para a compreensão/produção da linguagem e a forma como o mundo é experienciado individualmente e culturalmente, revela-se como um embasamento teórico adequado ao desenvolvimento de tal reflexão, uma vez que abarca dentre suas áreas de interesse o estudo dos mecanismos cognitivos de conceptualização e expressão da realidade, dentre os quais se inserem os modelos cognitivos e culturais, a metáfora e a metonímia conceptuais. Levando-se em conta que na LC a concepção de metáfora, estabelecida pela Teoria da Metáfora Conceptual (TMC), à luz de Lakoff e Johnson (2002[1980]) e Kövecses (2002, 2003, 2005), considera a metáfora como um mecanismo conceptual em que os seres humanos empregam um domínio experiencial mais concreto, estreitamente ligado à experiência com o próprio corpo e o mundo em que vivem, para compreender/conceptualizar um domínio mais abstrato; buscou-se, neste estudo, verificar a aplicabilidade de tal teoria na língua brasileira de sinais (Libras), hipotetizando-se que as metáforas conceptuais podem ser identificadas em qualquer língua, mesmo uma língua visuo-espacial, e que as manifestações metafóricas encontradas na Libras podem refletir as especificidades da cultura surda, bem como aspectos provenientes da cultura ouvinte devido à influência cultural gerada por sua inserção nesta cultura. A pesquisa realizada desenvolveu-se sob abordagem qualitativa/descritiva, com análise de um corpus heterogêneo da Libras, composto por sinais isolados, vídeos e transcrições de interações terapêuticas. Os resultados apontam não só para a manifestação da metáfora conceptual na Libras, como também para a manifestação de aspectos semânticos e fonológicos subjacentes à iconicidade cognitiva nos termos de (Wilcox, P. 2004) da Libras. Trata-se de um levantamento inicial, mas que fornece elementos para alguns questionamentos sobre o aspecto conceptual e cognitivo da iconicidade e sobre o alcance da TMC e sua relação com língua e cultura

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Palavras ou expressões produzidas em línguas de sinais são conhecidas como sinais. Línguas de sinais são produzidas especificamente em forma visual e o significado dos sinais pode ser compreendido por meio da relação com recursos visuais, do usuário com o mundo e com o corpo. Este estudo, com base na Linguística Cognitiva, propõe-se a analisar essas relações em sinais da Língua Brasileira de Sinais (Libras), produzidos por dez surdos ao narrarem a história em quadrinhos Não chora que eu dou um jeito da Turma da Mônica. Os processos cognitivos foram analisados à luz da gramática cognitiva (LANGACKER, 2008), da corporificação (LAKOFF; JOHNSON, 1980), da metonímia conceptual (LAKOFF; JOHNSON, 2003; EVANS; GREEN, 2006; KÖVECSES, 2010), da categorização (CROFT; CRUSE, 2004; Rosch apud FERRARI, 2011), da iconicidade cognitiva (WILCOX, 2000; QUADROS, 2004; WILCOX, 2004) e da mescla em espaço real (FAUCONNIER; TURNER, 1996, 2003; LIDDELL, 2003; SHAFFER, 2012; DUDIS apud SHAFFER, 2012). Constatou-se que alguns sinais produzidos apresentaram conceptualização de base icônica. A partir dessa fundamentação, postulou-se que esses sinais poderiam receber a seguinte categorização: icônicos (BOLA e CAIXA); icônico metonímicos (INES e CASA); icônico metonímico corporificados (MONICA e CHORAR). Por meio dessa classificação, propôs-se também a categorização de nomes e verbos pessoais. Outro processo cognitivo investigado foi a mescla em espaço real, constatada em seis das dez narrativas, como um recurso cognitivo acionado para expor ao interlocutor a troca de turnos dos participantes da narração. Tendo em vista que esses sinais foram encontrados em narrativas, analisam-se etapas da narrativa (LABOV apud FIGUEIREDO, 2009) e a estrutura das histórias em quadrinhos (SILVA, 2001; SOUZA, 2013). Verificou-se que não houve narrativa com todas as etapas de Labov. Assim, por meio de uma investigação inicial, esta pesquisa fornece questionamentos acerca dos processos cognitivos acionados na produção de sinais da Libras nas narrativas pesquisadas

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Handshape is a key articulatory parameter in sign language, and thus handshape recognition from signing video is essential for sign recognition and retrieval. Handshape transitions within monomorphemic lexical signs (the largest class of signs in signed languages) are governed by phonological rules. For example, such transitions normally involve either closing or opening of the hand (i.e., to exclusively use either folding or unfolding of the palm and one or more fingers). Furthermore, akin to allophonic variations in spoken languages, both inter- and intra- signer variations in the production of specific handshapes are observed. We propose a Bayesian network formulation to exploit handshape co-occurrence constraints, also utilizing information about allophonic variations to aid in handshape recognition. We propose a fast non-rigid image alignment method to gain improved robustness to handshape appearance variations during computation of observation likelihoods in the Bayesian network. We evaluate our handshape recognition approach on a large dataset of monomorphemic lexical signs. We demonstrate that leveraging linguistic constraints on handshapes results in improved handshape recognition accuracy. As part of the overall project, we are collecting and preparing for dissemination a large corpus (three thousand signs from three native signers) of American Sign Language (ASL) video. The video have been annotated using SignStream® [Neidle et al.] with labels for linguistic information such as glosses, morphological properties and variations, and start/end handshapes associated with each ASL sign.

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A novel technique to detect and localize periodic movements in video is presented. The distinctive feature of the technique is that it requires neither feature tracking nor object segmentation. Intensity patterns along linear sample paths in space-time are used in estimation of period of object motion in a given sequence of frames. Sample paths are obtained by connecting (in space-time) sample points from regions of high motion magnitude in the first and last frames. Oscillations in intensity values are induced at time instants when an object intersects the sample path. The locations of peaks in intensity are determined by parameters of both cyclic object motion and orientation of the sample path with respect to object motion. The information about peaks is used in a least squares framework to obtain an initial estimate of these parameters. The estimate is further refined using the full intensity profile. The best estimate for the period of cyclic object motion is obtained by looking for consensus among estimates from many sample paths. The proposed technique is evaluated with synthetic videos where ground-truth is known, and with American Sign Language videos where the goal is to detect periodic hand motions.

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In gesture and sign language video sequences, hand motion tends to be rapid, and hands frequently appear in front of each other or in front of the face. Thus, hand location is often ambiguous, and naive color-based hand tracking is insufficient. To improve tracking accuracy, some methods employ a prediction-update framework, but such methods require careful initialization of model parameters, and tend to drift and lose track in extended sequences. In this paper, a temporal filtering framework for hand tracking is proposed that can initialize and reset itself without human intervention. In each frame, simple features like color and motion residue are exploited to identify multiple candidate hand locations. The temporal filter then uses the Viterbi algorithm to select among the candidates from frame to frame. The resulting tracking system can automatically identify video trajectories of unambiguous hand motion, and detect frames where tracking becomes ambiguous because of occlusions or overlaps. Experiments on video sequences of several hundred frames in duration demonstrate the system's ability to track hands robustly, to detect and handle tracking ambiguities, and to extract the trajectories of unambiguous hand motion.

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Spotting patterns of interest in an input signal is a very useful task in many different fields including medicine, bioinformatics, economics, speech recognition and computer vision. Example instances of this problem include spotting an object of interest in an image (e.g., a tumor), a pattern of interest in a time-varying signal (e.g., audio analysis), or an object of interest moving in a specific way (e.g., a human's body gesture). Traditional spotting methods, which are based on Dynamic Time Warping or hidden Markov models, use some variant of dynamic programming to register the pattern and the input while accounting for temporal variation between them. At the same time, those methods often suffer from several shortcomings: they may give meaningless solutions when input observations are unreliable or ambiguous, they require a high complexity search across the whole input signal, and they may give incorrect solutions if some patterns appear as smaller parts within other patterns. In this thesis, we develop a framework that addresses these three problems, and evaluate the framework's performance in spotting and recognizing hand gestures in video. The first contribution is a spatiotemporal matching algorithm that extends the dynamic programming formulation to accommodate multiple candidate hand detections in every video frame. The algorithm finds the best alignment between the gesture model and the input, and simultaneously locates the best candidate hand detection in every frame. This allows for a gesture to be recognized even when the hand location is highly ambiguous. The second contribution is a pruning method that uses model-specific classifiers to reject dynamic programming hypotheses with a poor match between the input and model. Pruning improves the efficiency of the spatiotemporal matching algorithm, and in some cases may improve the recognition accuracy. The pruning classifiers are learned from training data, and cross-validation is used to reduce the chance of overpruning. The third contribution is a subgesture reasoning process that models the fact that some gesture models can falsely match parts of other, longer gestures. By integrating subgesture reasoning the spotting algorithm can avoid the premature detection of a subgesture when the longer gesture is actually being performed. Subgesture relations between pairs of gestures are automatically learned from training data. The performance of the approach is evaluated on two challenging video datasets: hand-signed digits gestured by users wearing short sleeved shirts, in front of a cluttered background, and American Sign Language (ASL) utterances gestured by ASL native signers. The experiments demonstrate that the proposed method is more accurate and efficient than competing approaches. The proposed approach can be generally applied to alignment or search problems with multiple input observations, that use dynamic programming to find a solution.