introduction, general, viewthe, pedestrian, recognition, making, considerable, progress, advancement, using, learning, preprocessing, techniques, aspect, future, intelligent, systems, autonomous, vehicles, addition, detection, crucial, understand, poses, standing, walking, running, etc, knowledge, decision, provide, valuable, information, articial, intelligence, process, applied, detect, drivers, support, advanced, assistance, regarding, safety, passengers, therefore, recognizing, body, solving, detecting, distracted, solve, proposing, framework, combines, computer, vision, neural, networks, recognize, human, images, taken, cost, camera, applying, stage, facilitate, silhouettes, extraction, based, vector, pretrained, histogram, oriented, gradients, extracted, used, input, objectives, aim, thesis, propose, extent, following, investigate, methods, algorithms, effective, classication, implement, program, extracts, classies, analyze, compare, results, models, obtained, draw, conclusions, set, improvements, working, limitations, biggest, requires, huge, training, dataset, obtain, highly, accurate, task, impossible, nd, labelled, created, manually, going, labelling, tedious, limited, computational, resources, powerful, especially, critical, testing, contribution, main, research, resulting, single, purpose, multiple, utilized, create, includes, determine, consists, utilizing, methodologies, prove, chaining, classifying, achieve, accuracy, given, reasonable, contributes, development, scientic, map, chapters, organized, section, describes, state, art, literature, review, overview, popular, processing, introduces, innovative, goal, depth, strategy, data, augmentation, shares, experimentation, improve, experimenting, perspectives, presented, introductionfor, researchers, investigating, innovating, applications, related, focus, recent, authors, lateral, speed, achieved, hierarchically, separating, features, spatial, language, ration, example, approach, performing, simple, due, constraint, couldnt, complex, respect, compute, performance, acceptable, satisfying, mainly, manner, introducing, randomized, illustrated, effort, aligning, mocap, aligned, class, denition, injected, random, generation, allowed, regression, combined, estimate, encouraging, scenarios, concentrated, extracting, convolutional, incorporated, optimized, mapping, estimation, similarity, evaluation, dimensions, outperformed, demonstrated, binarized, normed, objectiveness, saliency, nal, learnt, hierarchies, predictions, visioncomputer, venture, automating, incorporating, extensive, variety, procedures, representations, perception, elds, joined, activity, giving, level, understanding, digital, itself, numeric, normally, binary, dimensional, identify, pass, constitutes, mathematical, operations, output, characteristics, simply, useful, phrasecomputer, visionwas, originally, formulated, enable, attached, intelligently, visually, distinguish, banana, pixel, values, challenge, careers, trying, 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