Faculty of Engineering and Natural Sciences Webinars – Dr. Ertuğrul Bayraktar

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Dr. Ertuu011frul Bayraktar from Yu0131ldu0131z Technical University will be the guest of KHAS Faculty of Engineering and Natural Sciencesu00a0webinar series with his speech u201cPerson Re-Identification for Multi-Object Trackingu201d on Friday, April 22 at 14.00.

The event will take place on Zoom and is open to anyone interested.

Abstract: One of the biggest challenges in video processing is scene understanding. It is a critical problem in computer vision because it can play an important role in many applications (e.g., in automatic driving, surveillance video processing, sports analysis, and robot navigation). Majority of these systems, pedestrians can be the main focus in the scene, which makes it to lead the problems of detecting and tracking them using different algorithms. The process of object tracking involves consistently identifying each instance across frames depending on initial set of object detection(s). Moreover, in multiple object tracking (MOT), the process through tracking-by-detection paradigm consists of performing two common steps consecutively, which are detection and data association. In MOT, it is targeted to associate detections across frames by localizing and identifying all objects of interest. MOT algorithms further keep tracking even the most challenging issues such as revisiting the same view, missing detections, occlusion and temporarily unseen objects, same-appearance objects coexisting in the same frame occur. Hence, re-identification (re-id) appears to be the most powerful tool for assigning the correct identities to each individual instance when the aforementioned issues arise. A typical MOT algorithm takes consecutive frames of a video as inputs, then detects the objects and mark each one with its characteristics like bounding-box (bbx) and tracking ID.u00a0

About the Speaker: Dr. Ertugrul Bayraktar is an Assistant Professor at the Dept. of Mechatronics. Eng. in Yildiz Technical University and former postdoc researcher at the Italian Institute of Technology, who holds a B.S degree from Yildiz Technical University Mechanical Engineering and M.Sc. degrees from both Kadir Has University Finance Engineering and Istanbul Technical University Mechatronics Engineering consecutively. Dr. Bayraktar completed his Ph.D. at Istanbul Technical University Mechatronics Engineering. During his graduate studies, he worked as a research assistant at Istanbul Technical University Mechatronics Education and Research Center. His primary research field is semantic scene understanding using visual information. He particularly interests in dexterous robotic control and motion planning. His recent studies mainly focused on multi-object tracking and object re-identification in wild scenes as well as visual defect detection for quality inspection. Dr. Bayraktar regularly reviews for ISPRS Journal of Photogrammetry and Remote Sensing, IEEE Transactions on Mechatronics, IEEE Transactions on Automation Science and Engineering, IEEE Transactions on Geoscience and Remote Sensing, IEEE Access, Machine Vision and Applications, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, International Conference on Pattern Recognition (ICPR) and IEEE Intelligent Robots and Systems (IROS).

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  1. Quite, I’m going to offer you 5 bodybuilding training splits.
    And on the finish of this submit, I’ll present
    you how you to alternate all of these training splits to change up your routine.

    Use a training log to trace weights, sets, and reps. Adjust primarily based on performance.

    Even although you do not improve the weight on each set, the cumulative impact of
    your reps will make every set progressively more durable. Nevertheless, it is important that you’re
    strict on each your rest time and your train kind for
    every single one of those 36 reps. On your first three sets, you do 8-10 reps, going as heavy as you can with proper
    type.
    We now have around 5 studies (1, 2, 3, four, 5) looking at partial vary of movement at lower muscle lengths or lengthened partials versus 4 vary
    of motion. Only when you’ll be able to comfortably do 12 reps do
    you have got to think about including a small quantity
    of weight, continuing the process. Nonetheless, if you’re
    following a correct food plan you must be able to get stronger week after week.
    But practically speaking, should you go too heavy you
    then’ll likely need to do extra units and
    it would come with a little bit more joint put on and tear.
    I think a very fundamental one, which is an effective start line, is
    a higher lower split. This Is what he had to say concerning the number of units wanted to
    optimize hypertrophy. Now as for what particular exercises to do
    for each muscle, here’s Dr. Mike’s suggestions.
    Whereas others believe this type of training is just an extreme amount of
    for your muscular tissues to get well from. For instance, if you can do
    eight reps with a sure amount of weight, goal to do extra
    reps with that same weight the following week. This
    is the place you give consideration to rising your reps earlier
    than adding extra weight. So the candy spot is in all probability
    going gonna be for most workout routines and most people is between 5 and
    15 reps, which is often a moderate load.
    (Yes, only three days per week.) Every workout should take
    you about minutes, door to door. Relaxation at
    least ninety seconds between workout routines corresponding to bicep
    curls and Romanian deadlifts, and as a lot as 3-4 minutes on your heavier units of bench presses and
    squats. A good guideline is to rest long sufficient to move heavy weight,
    but not lengthy sufficient to cool down. You
    can use a extensive range of different mixtures of muscle groups, movements and
    the like, to construct your own 3-day cut up.
    You can do muscle group splits like the famous push/pull/legs, or
    should you really feel inclined to increase the frequency extra then a three day upper/lower template or full body cut up may be arranged.
    Beginners can begin of with low volume splits to be taught
    the ropes and construct up a stable base. Intermediate trainers can begin to step up the volume a little (or keep
    it low volume), as nicely as the intensity, as their recovery skills start to enhance.

    By now, your energy should certainly be improved over what it was a couple of months in the past,
    and you must notice a new diploma of thickness to
    your physique. Odds are you’re handling greater weights
    with higher ease than ever before, and the results will
    last a lifetime of lifting. Now we’re bringing isolation actions again into your routine—albeit you’re still anticipated to lift relatively heavy loads—and growing the reps and
    complete variety of units during the last section.
    By stripping the load back to 60 kilos, you are
    ready to use strict type, the place the only motion is through the elbow
    joint. Use a heavy weight and concentrate on the eccentric with
    a three second decrease of the rep. Focus on fully stretching and elongating the lats throughout this unfavorable portion of the rep.

    You should also keep away from utilizing momentum to convey the load up.
    That applies to all exercises but is a key reason that most people fail to get any profit from this particular motion. That’s what happens whenever you relaxation greater than two minutes
    between units. Arnold Schwarzenegger, also referred to as the Austrian Oak, is
    a world-renowned actor, politician, and professional bodybuilder.

    This is dependent upon how lengthy you’ve been training and
    your recovery skills, which tie in with that. By reducing your
    vary of movement, you’re solely cheating your self.
    Only progress the load you’re lifting when you can complete the designated rep
    range comfortably, with unbreakable form. You’ll be finishing a selection of rep ranges over
    the course of this overreaching 7-day workout plan. But there’s one frequent theme you need to bear
    in mind when selecting the best hundreds to work with.
    There’s no better method to finish this overreaching 7-day day workout plan than with
    a 3rd lower body workout.
    It can take as a lot as a week with out direct leg work for the fluid retention from the last leg session to dry up.
    Many bodybuilders swap to much lighter weights and only do high-rep units when beginning their
    minimize. Protein is important for building and maintaining muscle mass, whereas carbohydrates
    present vitality for exercises, and fats help with hormone production and total well being.

    Nonetheless, once you’ve obtained dumbbells by your facet, you’re able to tackle this short, intense routine from personal trainers Juice & Toya.

    The duo has designed this 25-minute session to work muscle tissue across your entire body, raise your coronary heart fee, and boost your metabolism.
    It pushes each muscle to the limit and makes use of cutting-edge scientific approaches
    to muscle positive aspects.
    If you’re aiming to see real positive aspects in power and muscle,
    it’s essential to coach not just exhausting, but sensible.
    This means strolling into the fitness center with a clear plan every time.

    Your depth and energy throughout every set are as essential as the rep
    vary. You should take each set near failure (leaving one to two reps in the tank) and use a weight that permits you to hit that mark whereas using good type.

    Once you feel like you’re a rep shy of not being able to do yet one more rep with good technique,
    cease the set, rest, after which do your next set.
    One way to progress is to add one rep to all of your sets (or
    even only one exercise) from week to week. So, when you can press 70-pound dumbbells for a mean of 10 reps
    throughout three units, start there.
    Eat adequate protein at each meal (0.40–0.fifty five g/kg/meal)
    and distribute it comparatively evenly all through the day (3–6 meals).
    That set interval is in accordance with the final suggestions
    of main sports and train science organizations. Add a set of dumbbells and a
    pulley system, and the sky’s the limit. Bodybuilding, both the word and the
    concept, evokes many different reactions. A good warm also helps to
    optimize performance by waking your nervous system up
    too. And whereas they may get away with it for a few years, the stress
    of skipping the preparation phase of a exercise will soon meet up with them.

    This perennial mass developer is a catalyst for including muscle mass all over your body.

    It will stimulate the release of key anabolic hormones like testosterone and human progress hormone in the 24 hours after your exercise.
    This units up the muscle-building setting that you should rebuild and
    repair the muscle fibers which may be broken (in a great
    way) by your coaching. If you’re presently untrained, sure, working
    a bodybuilding program will improve your total power. If you measure
    strength based on one rep max or weight lifted within the 3 to 5 rep
    range, then no, a bodybuilding program will not doubtless increase your strength.

    Make positive you’re placing in the identical effort, and
    resist the urge to perform a little further this week because you suppose you should.
    Your muscular tissues have numerous strategies of determining how a lot load they are underneath.
    When they’re under a excessive load this causes them to signal that they may
    want more restore, and eventually the fibers will grow bigger and
    thicken. Nevertheless, if you’ll find a way to’t stay without ab coaching, I suggest you do hanging variations, like hanging leg raises, to decompress your backbone from all the loading.
    By this level, you should be succesful of comfortably swing
    a pair of kettlebells.
    Use a TDEE calculator and calorie tracker to assist meet your weight reduction targets.
    Two good bodybuilding programs for novices that need to construct muscle
    embrace the All Pro Easy Newbies Routine and the Fierce
    5 Program. In The Direction Of the middle
    and end of the workout, you’re going to be pumping
    out more reps and doing some drop sets to extend the depth and reach muscle failure.
    Just because you’re coaching each muscle twice a week doesn’t
    necessarily imply you’ll do the same exercises. You’ll
    see under that you’ll do different exercises for each workout.

    It is a myth that you simply want multiple exercise per
    “body half” to build a nicely balanced muscular, athletic
    physique if you’re training heavy with sufficient intensity.
    To be clear, coaching for four or 5 days per week continues to
    be extremely effective because it permits you to get in more work quantity.
    Nonetheless, fatigue administration becomes a bit extra
    important as it’s simpler to burn out, especially for newbies.
    I love full body exercises as a end result of each exercise counts, leading to a training program the
    place each single exercise is of utmost importance. If you plan on training more
    than 3 days per week, choose a unique workout break up.
    There are loads of wonderful 4-day,  5-day, 
    6 day (and even 7 day) splits; they’re just not full body.

    Supersets are when you practice a muscle group right after one other one.
    So should you do a set of bench press adopted by a set of pull ups, it is
    a super set. Negative reps are if you lower the weight as slow as attainable.
    Negatives are nice for blasting previous plateaus and are
    good for coaching mind-muscle connection. Because you must contract your muscular tissues as hard as possible to withstand the burden from dropping.
    For instance, you carry out the bench press then instantly after you end benching you do a set
    of pull ups.
    However, you’d be stunned at how shortly your
    body adapts to this. And doing cardio first may give you much more power on your weight training workout as your body is warmed up and your blood is flowing.

    What makes this workout methodology distinctive is training
    muscles like chest and back collectively (on another upper
    body day you would possibly do shoulders and again together).
    5 x 5 is usually a 3-day per week program
    with a relaxation day between every exercise.
    Since every exercise is heavy and you’re putting in more volume, you’ll need that day of rest between workouts.
    Like 10 x 10, 5 x 5 is 5 sets of 5 reps. As you in all probability guess, the key
    difference right here is you’re going to be lifting heavier weights.

    In weeks 1-4 you’ll be focusing on every main muscle group.
    There’s no room for an old-school ‘split’
    routine because that strategy doesn’t work well right here.
    12 weeks is the right amount of time to see actual gains and actual
    changes to your body. By constructing muscle
    you’ll avoid sarcopenia and assist to keep your metabolic
    rate firing on all cylinders.
    For reference, Toya uses a ten lbs pair, whereas Juice alternates between a 15 lbs and 20
    lbs set. For instance, if one of the workouts asks you to work inside a
    rep range of reps, you should not be in a position to do more than 25.

    If you’ll be able to, the burden is merely too gentle and
    your total quantity might be decrease than what it should be.

    All the training on the planet can stimulate muscle development; but without the best food regimen you’ll not optimize
    adaptation.
    Too typically, trainees try to go to the gym and kill it every exercise.
    Utilizing a full physique exercise is a highly environment friendly way to practice, but
    that’s not its only profit. Here are the highest
    benefits of utilizing a full physique workout coaching program.
    When getting started with this program, find a weight that’s
    challenging but doable. For instance, if you look at the rep
    schemes, you will follow a 5×5 for the squat.

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