Combat sports analytics: Boxing punch classification using overhead depth imagery

In competitive combat sporting environments like boxing, the statistics on a boxer's performance, including the amount and type of punches thrown, provide a valuable source of data and feedback which is routinely used for coaching and performance improvement purposes. This paper presents a robust framework for the automatic classification of a boxer's punches. Overhead depth imagery is employed to alleviate challenges associated with occlusions, and robust body-part tracking is developed for the noisy time-of-flight sensors. Punch recognition is addressed through both a multi-class SVM and Random Forest classifiers. A coarse-to-fine hierarchical SVM classifier is presented based on prior knowledge of boxing punches. This framework has been applied to shadow boxing image sequences taken at the Australian Institute of Sport with 8 elite boxers. Results demonstrate the effectiveness of the proposed approach, with the hierarchical SVM classifier yielding a 96% accuracy, signifying its suitability for analysing athletes punches in boxing bouts.

Weight loss in combat sports: physiological, psychological and performance effects

Abstract Background The present article briefly reviews the weight loss processes in combat sports. We aimed to discuss the most relevant aspects of rapid weight loss (RWL) in combat sports. Methods This review was performed in the databases MedLine, Lilacs, PubMed and SciELO, and organized into sub-topics: (1) prevalence, magnitude and procedures, (2) psychological, physiological and performance effects, (3) possible strategies to avoid decreased performance (4) organizational strategies to avoid such practices. Results There was a high prevalence (50%) of RWL, regardless the specific combat discipline. Methods used are harmful to performance and health, such as laxatives, diuretics, use of plastic or rubber suits, and sauna. RWL affects physical and cognitive capacities, and may increase the risk of death. Conclusion Recommendations during different training phases, educational and organizational approaches are presented to deal with or to avoid RWL.

Entre les bonnes intentions et les effets pervers : l’utilisation des sports de combat comme levier d’intervention auprès des jeunes à risque

L’objectif de cette étude est de décrire et comprendre l’impact d’un programme de sport-étude mis sur pied pour les jeunes à risque sur la vie des participants. Le programme à l’étude a été mis sur pied à Montréal afin de maximiser l’intégration sociale de jeunes à risque de s’engager, ou étant déjà engagés dans un mode de vie déviant. Le programme mise sur les sports de combat comme levier d’intervention auprès de ces jeunes. Les participants sont invités à suivre une formation scolaire aux adultes en matinée et des entraînements en sports de combat en après-midi. L’objectif de ce programme est de les outiller pour qu’ils intègrent la société efficacement. Une méthodologie qualitative a été choisie afin de mener cette étude à terme. Une période d’observation participante et des entretiens semi-dirigés avec différents acteurs du programme ont permis de bien saisir la dynamique à l’intérieur de celui-ci et de déterminer quels sont les impacts de la participation au programme sur la vie des jeunes. Le programme génère des effets mixtes sur la vie des participants: 1) quelques uns y vivent des changements positifs, notamment par rapport à l’estime de soi et l’autodiscipline, 2) d’autres ne tirent pas de bénéfices particuliers de leur passage dans le programme et 3) certains développent un sentiment d’indifférence, d’apathie à la suite de leur passage dans le programme, notamment induit par la dynamique présente au sein de celui-ci. Il appert que le modèle logique du programme n’a pas été fidèlement respecté lors de sa mise en place. Un mauvais appariement entre la clientèle et le programme ainsi qu’une implantation déficiente du modèle logique sont à la base des effets pervers induits par celui-ci.

Methods of body-mass reduction by combat sport athletes

The aim of this study was to investigate the methods adopted to reduce body mass (BM) in competitive athletes from the grappling (judo, jujitsu) and striking (karate and tae kwon do) combat sports in the state of Minas Gerais, Brazil. An exploratory methodology was employed through descriptive research, using a standardized questionnaire with objective questions self-administered to 580 athletes (25.0 +/- 3.7 yr, 74.5 +/- 9.7 kg, and 16.4% +/- 5.1% body fat). Regardless of the sport, 60% of the athletes reported using a method of rapid weight loss (RWL) through increased energy expenditure. Strikers tend to begin reducing BM during adolescence. Furthermore, 50% of the sample used saunas and plastic clothing, and only 26.1% received advice from a nutritionist. The authors conclude that a high percentage of athletes uses RWL methods. In addition, a high percentage of athletes uses unapproved or prohibited methods such as diuretics, saunas, and plastic clothing. The age at which combat sport athletes reduce BM for the first time is also worrying, especially among strikers.

La existencia de necesidades de información y comportamiento informativo en los entrenadores en deportes de combate

Este trabajo tiene como propósito esencial, realizar un acercamiento para detectar e identificar las necesidades de información y el comportamiento informativo de entrenadores en deportes de combate. Para ello se aplicó un cuestionario a instructores de aikido, boxeo, esgrima, judo, karate, kendo, lima lama, lucha y taekwondo seleccionados mediante un muestreo no probabilístico por causalidad. En general encontramos que los principales temas de interés entre los instructores son: los programas de entrenamiento, nutrición y dietas de entrenamiento. Por otra parte, los entrenadores son más propensos a utilizar su experiencia, internet y cursos para obtener información. En contraste se nota que la biblioteca y los libros son poco usados.

Metabolic requirements of boxing exercises

Face aux données conflictuelles de la littérature sur le VO2 requis d’exercices de boxe (sparring, palettes de frappe et sac de frappe), surtout pour le “vrai” sparring avec coups de poings au visage, une nouvelle méthode basée sur une mesure de VO2 “post-exercice” fut développée, validée (Annexe 1) et utilisée pour ré-évaluer le coût énergétique de ces exercices de boxe. Neufs boxeurs mâles expérimentés, de 22.0±3.5 ans et 71.4±10.9 kg avec un VO2pic de 62.2±4.1 ml·kg-1·min-1 (moyenne ± écart type) furent mesurés lors 1) d’un test progressif maximal sur tapis roulant en laboratoire 2) d’un entrainement standardisé de boxe en gymnase et 3) d’exercices de boxe standardisés en laboratoire. Des VO2 requis de 43.4±5.9, 41.1±5.1, 24.7±6.1, 30.4±5.8 et 38.3±6.5 ml·kg-1·min-1, respectivement obtenues pour le sparring, les palettes de frappe et le sac de frappe à 60, 120 et 180 coup·min-1, situe l’intensité de ces exercices autour de ~70 %VO2pic.

Lutas e escolas de ofício: analisando o judô brasileiro

This lecture, presented in IV SEPEF, has origin in studies developed about diferent points of view, approaching the martial arts, combat sports or fights. The grand question of analysis was the judo, where many elements presented, as leads corporations of brazilian desportes documents, Olympic athletes performance and speechs produced by fights agents allowd a reflection about the relationship between the artesanal formation of black-belt and the academic formation in Physical Education, in the ambit of this modality.

An exploratory study about the perception and justification of violence in Mixed Martial Arts and kickboxing athletes

THE INFLUENCE of combat sport practice on behaviour, attitude, personality and other factors was, and still remains, a research topic of great interest as well as conflicting points of view. Findings are as yet inconclusive since a direct or causal effect is difficult to establish and other factors external to the individual, such as the instructor’s coaching style, also need to be taken into consideration. Furthermore, the wide range of disciplines pertaining to the category combat sports differ from each other on a number of characteristics, such as the extent of physical contact or competition rules, and in fact, attempts have been made to distinguish between various sub-types (e.g. Trulson, 1986). A common distinction made is that between the traditional martial arts, which place emphasis on the art’s philosophy, its traditions and hierarchy (e.g. traditional karate, aikido) and the modern (or Western) combat sports (e.g. boxing, Mixed Martial Arts). An ongoing debate exists about the potential positive and/or negative influence of combat sport practice in comparison to other sport disciplines that do not include this element of fighting and direct aggression. On the one hand, combat sports have been presented by some researchers and sport practitioners as a means of promoting positive social and individual behavior, such as in Theeboom, De Knop and Wylleman’s (2008) evaluation of a martial arts Programme for socially disadvantaged youths in Belgium. Results revealed a positive effect of this project; however, it also highlighted the crucial role played by the instructors or leaders of such programmes. In another intervention using martial arts, Trulson (1986) reported a positive effect of a six month traditional martial art (Korean Tae Kwon Do) intervention with male juvenile delinquents including a reduction in aggressiveness and anxiety, thus confirming the positive influence of such an activity. Nevertheless, this effect was not observed in the other group participating in a modern Adaptation of this martial art led by the same instructor, where the philosophical aspect of this discipline was not emphasised. Moreover, an opposite effect was ascertained in this case where an increased tendency towards delinquency was reported. These results support the distinction between the various types of combat sports together with the way this sport is presented and taught by the instructor.

Metodologias de avaliação do desempenho : aplicação do balanced scorecard nas modalidades de combate do Estádio Universitário de Lisboa

No contexto actual, de exigência de serviços de qualidade por parte da sociedade, os sistemas de avaliação do desempenho são essenciais para as organizações trilharem o caminho do sucesso. Assim sendo, a metodologia Balanced Scorecard, é a ideal para dar resposta a um combinado de problemas comuns a várias organizações, sendo um deles a gestão exclusivamente assente em indicadores financeiros. A metodologia empregue neste trabalho é uma investigação descritiva, representativa de um estudo de caso. Os instrumentos de pesquisa utilizados para a recolha de dados, foram as entrevistas não estruturadas, inquéritos de satisfação a utentes e colaboradores da escola e a análise documental. A principal conclusão deste estudo é que a metodologia Balanced Scorecard pode melhorar em vários aspectos, as perspectivas de aprendizagem e desenvolvimento, processo, financeira e clientes, possibilitando uma forma mais clara e precisa do caminho que deve ser percorrido pelo gestor, de forma a atingir todos os seus objectivos, nunca se desviando da sua missão.

Sports et masculinités : hybridation des modèles hégémoniques au sein du champ

Thèse réalisée en co-tutelle à l'Université de Montréal et de Paris Sud

Effects of recovery type after a judo combat on blood lactate removal and on performance in an intermittent anaerobic task

Aim. The objective of this study was to verify the effects of active (AR) and passive recovery (PR) after a judo match on blood lactate removal and on performance in an anaerobic intermittent task (4 bouts of upper body Wingate tests with 3-min interval between bouts; 4WT).Methods. The sample was constituted by 17 male judo players of different competitive levels: A) National (Brazil) and International medallists (n. 5). B) State (São Paulo) medallists (n. 7). Q City (São Paulo) medallists (n. 5). The subjects were submitted to: 1) a treadmill test for determination of VO2peak and velocity at anaerobic threshold (VAT); 2) body composition; 3) a 5-min judo combat, 15-min of AR or PR followed by 4WT.Results. The groups did not differ with respect to: body weight, VO2peak, VAT, body fat percentage, blood lactate after combats. No difference was observed in performance between AR and PR, despite a lower blood lactate after combat (10 and 15 min) during AR compared to PR. Groups A and B performed better in the high-intensity intermittent exercise compared to athletes with lower competitive level (C).Conclusion. The ability to maintain power output during intermittent anaerobic exercises can discriminate properly judo players of different levels. Lactate removal was improved with AR when compared to PR but AR did not improve performance in a subsequent intermittent anaerobic exercise.

Extreme sports as a facilitator of ecocentricity and positive life changes

Extreme sports and extreme sports participants have been most commonly explored from a negative perspective, for example the 'need to take unnecessary risks'. This study reports on findings that indicate a more positive experience. A phenomenological method was used via unstructured interviews with 15 extreme sports participants and other first hand accounts. The extreme sports included B.A.S.E. jumping, big wave surfing, extreme skiing, waterfall kayaking, extreme mountaineering and solo rope-free climbing. Results indicate that participating in activities that involve a real chance of death, fear and the realisation that nature in its extreme is far greater and more powerful than humanity triggers positive life changes, and an eco-centric standpoint.

Extreme Sports: A positive transformation in courage and humility

Extreme sports and extreme sports participants have been most commonly explored from a negative perspective, for example the “need to take unnecessary risks.” This study explored what can be learned from extreme sports about courage and humility - two positive psychology constructs. A phenomenological method was used via unstructured interviews with 15 extreme sports participants and other first hand accounts. The extreme sports included B.A.S.E. jumping, big wave surfing, extreme skiing, waterfall kayaking, extreme mountaineering and solo rope-free climbing. Results indicate that humility and courage can be deliberately sought out by participating in activities that involve a real chance of death, fear and the realisation that nature in its extreme is far greater and more powerful than humanity.